49th week of 2021 patent applcation highlights part 50 |
Patent application number | Title | Published |
20210383065 | MONITORING CONVERSATIONS TO IDENTIFY TOPICS OF INTEREST - A system and method for monitoring conversations of a community of users to identify topics of interest is provided. A user community which is based partly on social networking connections relative to a first user is identified. Conversations involving at least one member of the identified user community are monitored. Based in part on an aggregated analysis of the monitored conversations, keywords are selected to present to the first user. The first user is then provided with a display in which the selected keywords associated with the user community are presented to the first user such that the first user can select a keyword to access content associated therewith. | 2021-12-09 |
20210383066 | METHOD AND SYSTEM FOR CREATING A DOMAIN-SPECIFIC TRAINING CORPUS FROM GENERIC DOMAIN CORPORA | 2021-12-09 |
20210383067 | DATA-DRIVEN STRUCTURE EXTRACTION FROM TEXT DOCUMENTS - Methods and apparatus are disclosed for extracting structured content, as graphs, from text documents. Graph vertices and edges correspond to document tokens and pairwise relationships between tokens. Undirected peer relationships and directed relationships (e.g. key-value or composition) are supported. Vertices can be identified with predefined fields, and thence mapped to database columns for automated storage of document content in a database. A trained neural network classifier determines relationship classifications for all pairwise combinations of input tokens. The relationship classification can differentiate multiple relationship types. A multi-level classifier extracts multi-level graph structure from a document. Disclosed embodiments support arbitrary graph structures with hierarchical and planar relationships. Relationships are not restricted by spatial proximity or document layout. Composite tokens can be identified interspersed with other content. A single token can belong to multiple higher level structures according to its various relationships. Examples and variations are disclosed. | 2021-12-09 |
20210383068 | METHOD, APPARATUS AND COMPUTER PROGRAM PRODUCT FOR GENERATING MULTI-PARADIGM FEATURE REPRESENTATIONS - Methods, apparatus, systems, computing devices, computing entities, and/or the like for programmatically generating multi-paradigm feature representations are provided. An example method may include generating a code dataset including a plurality of codes associated with a predictive entity; generating a plurality of semantic feature vectors based at least in part on code description metadata; generating a plurality of structural feature vectors based at least in part on code relation metadata; generating a plurality of multi-paradigm feature vectors based at least in part on the plurality of semantic feature vectors and the plurality of structural feature vectors; generating a prediction for the predictive entity by processing the plurality of multi-paradigm feature vectors using a prediction model; and performing one or more prediction-based actions based on the prediction. | 2021-12-09 |
20210383069 | METHOD, APPARATUS, DEVICE, AND STORAGE MEDIUM FOR LINKING ENTITY - A method, apparatus, device, and storage medium for linking an entity, relates to the technical fields of knowledge graph and deep learning are provided. The method may include: acquiring a target text; determining at least one entity mention included in the target text and a candidate entity corresponding to each entity mention; determining an embedding vector of each candidate entity based on the each candidate entity and a preset entity embedding vector determination model; determining context semantic information of the target text based on the target text and each embedding vector; determining type information of the at least one entity mention; and determining an entity linking result of the at least one entity mention, based on the each embedding vector, the context semantic information, and each type information. | 2021-12-09 |
20210383070 | SEMANTIC MAP GENERATION FROM NATURAL-LANGUAGE-TEXT DOCUMENTS - A computer-implemented process includes obtaining a natural-language-text document comprising a first and second clause and determining first and second embedding sequences based on n-grams of the first and second clauses. The process includes generating data model objects based on the embedding sequences and determining an association between the first data model object and the second data model object based on a shared parameter of the first and second clauses. The process includes receiving a query including the first category and the first n-gram and causing a presentation of a visualization of data model objects that includes shapes based on the data model objects and a third shape based on the association between the first data model object and the second data model object. | 2021-12-09 |
20210383071 | PROCESSING NATURAL LANGUAGE ARGUMENTS AND PROPOSITIONS - Natural language content can be provided by multiple and various sources. Once in text format, such content may be provided to various systems for further processing to identify one or more propositions. The relationship between each proposition may be identified and ordered according to the identified relationships. A visual display may be generated to illustrate the identified propositions and relationship, as well as identify any propositions that may be missing, unsupported, or other characteristic thereof. | 2021-12-09 |
20210383072 | CONCEPT DISAMBIGUATION FOR NATURAL LANGUAGE PROCESSING - Techniques for concept disambiguation for natural language processing are described herein. An aspect includes receiving a message from a user. Another aspect includes identifying an ambiguous concept in the message. Another aspect includes determining a plurality of concept candidates corresponding to the ambiguous concept. Another aspect includes determining, for each of the plurality of concept candidates, a respective similarity score based on user-specific concept metrics corresponding to the user. Another aspect includes ranking the plurality of concept candidates based on the respective similarity scores. Another aspect includes determining that the ambiguous concept corresponds to a top-ranked concept candidate of the ranked plurality of concept candidates. | 2021-12-09 |
20210383073 | COMMENT MANAGEMENT METHOD, SERVER AND READABLE STORAGE MEDIUM - A comment management method applied to a server is provided. The method includes detecting comment parameters of an article. Whether or not to activate a comment management mechanism for the article is determined according to the comment parameters of the article. All comments of the article are managed by activating the comment management mechanism. Once an activation duration of the comment management mechanism is activated, the comment management mechanism is canceled when the activation duration reaches a preset duration. | 2021-12-09 |
20210383074 | SYSTEM AND METHOD FOR REINFORCEMENT LEARNING BASED CONTROLLED NATURAL LANGUAGE GENERATION - A system for reinforcement learning based controlled natural language generation is disclosed. The system includes a token generator subsystem to generate an initial output phrase including a sequence of output tokens. The system includes trained models associated with corresponding predefined tasks. Each trained model includes an attention layer to compute attention-based weights for each output token. The trained models include a scoring layer to generate a phrase sequence level score for the output phrase. The trained models include a reward generation layer to generate dense rewards for each output token based on the attention-based weights and the phrase sequence level score. The trained models include a feedback score generation layer to generate a feedback score based on the dense rewards and reward weights assigned to the dense rewards of the corresponding trained models. The feedback score generation layer provides the feedback score iteratively to the token generator subsystem. | 2021-12-09 |
20210383075 | INTELLIGENT LEADING MULTI-ROUND INTERACTIVE AUTOMATED INFORMATION SYSTEM - A method includes: receiving, by a computer device, a user question; extracting, by the computer device and from a knowledge base, multiple answers to the user question; detecting, by the computer device, a first relationship entity that exists in a subset of the multiple answers to the user question; determining, by the computer device, that the first relationship entity is a condition, the condition being a relationship entity that has different values in the subset of the multiple answers; generating, by the computer device, a first follow-up question that solicits a value of the condition; receiving, by the computer device, an answer to the first follow-up question; and determining, by the computer device, a number of the subset of the multiple answers that have a value of the condition that matches the answer to the first follow-up question. | 2021-12-09 |
20210383076 | METHOD OF ABBREVIATED TYPING AND COMPRESSION OF TEXTS WRITTEN IN LANGUAGES USING ALPHABETIC SCRIPTS - The invention provides a computer implemented method of drafting of abbreviations for the statistically most frequent word forms and phrases for the purposes of computer typing and compression of texts written in languages using alphabetic scripts with full vowel representation. Therein, drafted abbreviations do not constitute meaningful word forms of a given language, for which they are drafted. Every abbreviated word form or phrase is attributed only one unique and exclusive abbreviation, which is based on the letters contained in this abbreviated word form or phrase and in accordance with the order, in which these letters appear in the abbreviated word form or phrase. For a given word form, one-letter, two-letter, three-letter and four-letter abbreviations of the word forms are chosen according to the statistical frequency of the word forms in a way that allows the mathematically most efficient process of abbreviation of the text. | 2021-12-09 |
20210383077 | GENERATING DIALOG SYSTEM WORKSPACES - Methods, systems, and computer program products for generating dialog system workspaces are provided herein. A computer-implemented method includes obtaining (i) a set of policy documents and (ii) a set of initial questions; identifying at least one of the policy documents in the set of policy documents that is relevant to answering a given one of the initial questions in the set of initial questions; generating, based at least in part on an analysis of said identified policy document, (i) at least one follow-up question to said given initial question and (ii) two or more candidate answers to said at least one follow-up question; generating a dialog tree comprising at least (i) a parent node corresponding to the at least one follow-up question and (ii) child nodes corresponding to the two or more candidate answers; translating the dialog tree into a dialog workspace; and deploying the dialog workspace in an intelligent dialog system. | 2021-12-09 |
20210383078 | AUTOMATIC TRANSLATION OF ADVERTISEMENTS - In an embodiment of a messaging system, a method for presenting a commercial message to a user is provided. A target language in which the user is comfortable communicating may be determined based on at least one communication received by the user or at least one communication provided by the user. The commercial message may be presented to the user in the target language. | 2021-12-09 |
20210383079 | METHOD, SYSTEM, AND APPARATUS FOR AUTOMATED DISPENSING OF LABELS IN A PRODUCTION ENVIRONMENT - A system and method are disclosed for automatically dispensing labels for information handling systems being assembled, in an assembly line that is configured to produce many different types of information handling systems with differing internal components. In some embodiments, a service tag identifier and parts listing are associated with each information handling system-under-assembly. The service tag identifier is written to an RFID tag that can be read at various stages of assembly. In some embodiments, when an assembly bin arrives at a label station of the assembly line, the RFID tag is read and a database is searched for the matching service tag and the associated parts listing. One or more appropriate labels are then automatically dispensed in response to the components in the listing. In this manner, correct association of labels with the components is maintained, and the search and dispensing process is performed in an efficient manner. | 2021-12-09 |
20210383080 | Design and Implementation of a Proximity-Based System for Object Tracking and Automatic Application Initialization - Various apparatuses for use in a wireless network are disclosed. A first apparatus comprises two antennae oriented orthogonally, a biosensor capable of reading a user's fingerprint, and a housing comprising a groove for guiding a user's finger, the groove physically separating the antennae, effectively creating a radome for each antenna. A second apparatus comprises a printed circuit board (PCB) a port, a shell enclosing the PCB, and at least one horseshoe gasket, the shell and gasket creating a waterproof seal isolating the port and the external environment from the rest of the PCB. A third apparatus comprising a bracket for attaching a housing to a building material, an aiming annulus for aiming the housing and the housing. Wherein two or more of the bracket, aiming annulus and housing may be joined in order to mount and aim the housing using one or more structures on the components. | 2021-12-09 |
20210383081 | SYSTEM AND METHOD EMPLOYING WIRELESS HIGH-VOLTAGE INTERLOCKING LOOP USING RFID-ENABLED ELECTRICAL CONNECTORS CONTAINING CONDUCTIVE MATERIAL - The present invention is a wireless HVIL system and method using RFID-enabled Electrical Connector with connector position assurance (“CPA”) features. Each RFID-enabled Electrical Connector has an RFID tag that is only readable after the CPA features of the RFID-enabled Electrical Connector have been fully deployed. If a CPA feature has not been fully deployed, electrically conductive material will obscure the RFID tag so that it cannot be read. At least one RFID reader is distributed so that all of the RFID tags are within its effective range. When system power is cycled on, the at least one RFID reader emits a digital pulse and reads all of the non-obscured RFID tags. If the at least one RFID reader detects all of the expected RFID tags, an HVIL processor will shut an HVIL switch, and power will be supplied to all HV devices. | 2021-12-09 |
20210383082 | METHOD AND APPARATUS FOR CODE READING OF EAR TAG - Embodiments of the present disclosure provide a method and an apparatus for code reading of an ear tag, where a first signal from an ear tag can be acquired as an analog signal to obtain a second signal, and further the second signal that may be deformed is converted into a rectangular wave signal, fragmentation and compensation are performed on the rectangular wave signal according to a data structure, so as to obtain an accurate waveband, and after the compensated waveband is decoded and combined into target decoded data, accurate reading of the data can be realized. That is, in the embodiments of the present disclosure, even if a deformed signal is acquired, accurate target decoded data can still be restored based on conversion, fragmentation, and compensation, and in practice, comparing with a traditional way, it can be improved by about 40% in terms of distance. | 2021-12-09 |
20210383083 | COMMODITY CONTAINER, PORTABLE REGISTRATION DEVICE, AND COMMODITY REGISTRATION METHOD - A commodity container includes a main body with a container space and a radio frequency reader with a communication range that covers an opening of the container space. The radio frequency reader outputs tag information based on a radio frequency signal from a wireless tag and outputs time variation information indicating a time variation of the radio frequency signal. A registration device is attached to the main body and includes a communication interface to receive the tag and time variation information, and a processor configured to determine a time variation in a positional relationship of the wireless tag and the radio frequency reader based on the time variation information and update a commodity registration list based on the determined time variation of the positional relationship. | 2021-12-09 |
20210383084 | CONTACTLESS CONDIMENT DISPENSER - A contactless or touchless dispenser is provided, such as for condiments or similar food service related items. The dispenser allows a user to obtain a quantity of a condiment without being required to touch the condiment dispenser. The dispenser includes a controller for controlling a dispensing mechanism, such as in response to an instruction received from a remote device, or by touchless input, such as by detecting a utensil. The controller may control the dispensing mechanism to cause the dispenser to dispense condiment for a particular period of time or to dispense a particular quantity of condiment. | 2021-12-09 |
20210383085 | Multi-Axis Position Sensing System - Multi-axis self-location method and apparatus wherein de Bruijn sequences on 2 or more axes are convolved into an array of symbols such as halftone dots to form a reference scale. The position of an imaging device such as a camera relative to the reference scale is ascertained from the captured camera image by bit-wise reconstitution of axis position codes with simple, predominantly linear operations over small neighbourhoods. Judicious choice of differential coding, LFSR generator polynomials, mathematical operators, and deconvolution kernels enables code digits of an axis to be regenerated while simultaneously cancelling out the contributions of other axes. Also optionally provided are uniform DC-balanced variants yielding greatly improved position interpolation, isometric implementations decodable from high-aspect-ratio sample windows, robust concatenated error correction, and extensions into n-space. | 2021-12-09 |
20210383086 | BIOPTIC BARCODE READERS - A bioptic barcode reader has a housing having a lower housing portion with an upper surface and an upper housing portion extending above the lower housing portion. A generally horizontal window is positioned at the upper surface, a generally upright window is positioned in the upper housing portion, and an imaging assembly having a primary field-of-view and a set of optical components are positioned within the interior region. The housing has a width greater than or equal to 5 inches and less than or equal to 7 inches, the lower housing portion has a height greater than or equal to 3 inches, the upper housing portion has a height greater than or equal to 4 inches and less than or equal to 6 inches, and the upper surface has a length greater than or equal to 6 inches and less than or equal to 8 inches. | 2021-12-09 |
20210383087 | Printing Inspection Device - To obtain a printing inspection device that an optimum binarization threshold value in the printing inspection device that captures an image including a two-dimensional code printed by a general-purpose printer such as an ink jet printer, as a multi-level image, creates a binary image from the multi-level image with a predetermined binarization threshold value, and then performs decoding. Before a practical printing inspection is performed, a read test is performed. The read test is performed on one or more inspection samples by binarizing a multi-level image with brightness values for all gradations as a threshold value. A range (maximum value and minimum value) of readable brightness values is obtained, and then a median value between the minimum value and the maximum value is used as a binarization threshold value for a two-dimensional code image in a practical printing inspection. | 2021-12-09 |
20210383088 | INFORMATION CODE READING SYSTEM - An information code reading system including an information code display device and an information code reading device. The information code display device generates, corresponding to an information code to be displayed, multiple partial code images to be different from one another. A code area of the information code to be displayed includes multiple cells and each cell is included in at least one of the multiple partial code images. Each partial code image is generated by removing a part of the cells from the code area to be different from one another. The multiple partial code images are displayed on a display screen in a cyclic manner. The information code reading device captures, as an information code, an image of the display screen with an exposure time set to be longer than a cycle of cyclic display of the multiple partial code images, and decodes the captured information code. | 2021-12-09 |
20210383089 | PHOTOELECTRIC FINGERPRINT IDENTIFICATION APPARATUS, TERMINAL, AND FINGERPRINT IDENTIFICATION METHOD - A photoelectric fingerprint identification apparatus, a terminal, and a fingerprint identification method are provided. The apparatus includes: a light-emitting unit, where the light-emitting unit generates at least a first light signal and a second light signal; a photoelectric fingerprint sensor, where the photosensitive fingerprint sensor includes a first sensing region and a second sensing region that do not overlap each other, and the first sensing region is covered with an infrared filter; an image detection unit, configured to detect reflected light energy of the first sensing region to obtain fingerprint information; and a living body detection unit, configured to detect reflected light energy of the second sensing region to obtain living body detection information. | 2021-12-09 |
20210383090 | FINGERPRINT DRIVING CIRCUIT AND DISPLAY PANEL - A fingerprint driving circuit and a display panel are provided. A first stage of amplifying unit is configured to receive a fingerprint voltage, perform a voltage amplifying process on the fingerprint voltage, and output the fingerprint voltage on which the voltage amplifying process has been performed. A second stage of amplifying unit is configured to receive the fingerprint voltage on which the voltage amplifying process has been performed, perform a current and power amplifying process on the fingerprint voltage on which the voltage amplifying process has been performed, and output the fingerprint voltage on which the current and power amplifying process has been performed. A voltage difference between a valley and a ridge of a fingerprint is amplified, so that the signal can be read out easily and correctly and the output ability of the signal is enhanced. | 2021-12-09 |
20210383091 | METHOD OF STORING AND RETRIEVING DIGITAL PATHOLOGY ANALYSIS RESULTS - The present disclosure is directed, among other things, to automated systems and methods for analyzing, storing, and/or retrieving information associated with biological objects having irregular shapes. In some embodiments, the systems and methods partition an input image into a plurality of sub-regions based on localized colors, textures, and/or intensities in the input image, wherein each sub-region represents biologically meaningful data. | 2021-12-09 |
20210383092 | OBSTACLE DETECTION - An apparatus, method and computer program is described comprising the following: receiving telemetry and/or motion vector data and distance data from a distance sensor of the drone or unmanned aerial vehicle ( | 2021-12-09 |
20210383093 | METHOD FOR DETERMINING SAG OF ELECTRICITY TRANSMISSION LINE BASED ON IMAGE RECOGNITION - A method for determining sag of an electricity transmission line based on image recognition is provided. In the method, an image of an electricity transmission line in a target area captured by an unmanned aerial vehicle is acquired and coordinates of a catenary corresponding to the electricity transmission line is extracted from the image. A catenary curve equation is constructed based on the extracted coordinates of the catenary and a complete catenary curve is drawn according to the catenary curve equation. A sag expression of the catenary is obtained based on the complete catenary curve and the catenary curve equation. A derivative of the sag expression is calculated to obtain a maximum sag. | 2021-12-09 |
20210383094 | DETECTION DEVICE AND DISPLAY DEVICE - A detection device includes: a first electrode extending in a first direction along a detection face; a plurality of second electrodes extending in a second direction along the detection face, and facing the first electrode; a signal output circuit configured to output a signal to the first electrode; a detection circuit that detects capacitance generated between the first electrode and the second electrodes in accordance with the signal; and a force-sensing element configured to detect force applied to the detection face. A plurality of first electrode blocks each including a plurality of the first electrodes are arranged in the second direction. The signal output circuit is switched between a first mode of outputting the signal to the first electrode blocks at different times and a second mode of outputting the signal to some of the first electrodes and starts operation on the second mode when the force is detected. | 2021-12-09 |
20210383095 | SYSTEMS AND METHODS OF AUTOMATED BIOMETRIC IDENTIFICATION REPORTING - Methods and systems for of generating reporting data in an automated, efficient, and risk-free fashion relating to an identification match relating to a probe image are disclosed. Methods include automatically capturing a comparison area in the probe image and a comparison area of a candidate image based on examiner input; facilitating a determination of whether a similarity or a dissimilarity exists between the comparison area in the probe image and the comparison area of the candidate image; automatically recording metadata based on the determination of whether the similarity or the dissimilarity exists between the comparison area in the probe image and the comparison area of the candidate image and updating an audit log; and generating a report comprising the metadata. | 2021-12-09 |
20210383096 | TECHNIQUES FOR TRAINING MACHINE LEARNING - A system and method are provided for training a machine learning system. In an embodiment, the system generates a three-dimensional model of an environment using a video sequence that includes individual frames taken from a variety of perspectives and environmental conditions. An object in the environment is identified and labeled, in some examples, by an operator, and a three-dimensional model of the object is created. Training data for the machine learning system is created by applying the label to the individual video frames of the video sequence, or by applying a rendering of the three-dimensional model to additional images or video sequences. | 2021-12-09 |
20210383097 | OBJECT SCANNING FOR SUBSEQUENT OBJECT DETECTION - Various implementations disclosed herein include devices, systems, and methods that facilitate the creation of a 3D model for object detection based on a scan of the object. Some implementations provide a user interface that a user interacts with to facilitate a scan of an object to create 3D model of the object for later object detection. The user interface may include an indicator that provides visual or audible feedback to the user indicating the direction that the capturing device is facing relative to the object being scanned. The direction of the capture device may be identified using sensors on the device (e.g., inertial measurement unit (IMU), gyroscope, etc.) or other techniques (e.g., visual inertial odometry (VIO)) and based on the user positioning the device so that the object is in view. | 2021-12-09 |
20210383098 | FEATURE POINT EXTRACTION DEVICE, FEATURE POINT EXTRACTION METHOD, AND PROGRAM STORAGE MEDIUM - A feature point extraction device has a following configuration to extract a feature point of an object from an image and suppress an increase in a calculation amount even in a case where an inclination of the object included in the image is large. The feature point extraction device includes a reduction unit, a first extraction unit, a correction unit, and a second extraction unit. The reduction unit reduces a data amount of an image. The first extraction unit extracts a feature point of the object included in the image from the image of which the data amount is reduced. The correction unit corrects an inclination of the object in an image before the data amount is reduced using the feature point extracted by the first extraction unit. The second extraction unit extracts a feature point of the object from the image of which the inclination is corrected. | 2021-12-09 |
20210383099 | THERMAL SENSING AND IDENTITY AUTHENTICATION SYSTEM AND METHOD - A thermal sensing and identity authentication system is provided. The system may be used for screening of persons entering a venue or other location. The system may include a mobile device, a mobile application, a backend platform, an image/facial recognition system, a thermal imaging system, a standalone temperature sensing device, and other elements. The system may scan one or more persons (e.g., a crowd of persons) to identify targets (e.g., persons' foreheads) for measurement, and subsequently take thermal imaging measurements of the targets to determine any persons who may have an elevated body temperature. The system may also enable individuals to take their own body temperature measurements, either using the thermal imaging system and/or the temperature sensing device, offsite so that they may not be required to go through onsite screening. In this case, the system may authenticate the person's identity, take his/her body temperature readings, and communicate this information to the venue. Then, upon arrival the venue, the venue may use this information to grant (or deny) the person access. | 2021-12-09 |
20210383100 | IDENTIFYING OBJECTS WITHIN IMAGES FROM DIFFERENT SOURCES - Techniques are disclosed for providing a notification that a person is at a particular location. For example, a resident device may receive from a user device an image that shows a face of a first person, the image being captured by a first camera of the user device. The resident device may also receive, from another device having a second camera, a second image showing a portion of a face of a second person, the second camera having a viewable area showing a particular location. The resident device may determine a score indicating a level of similarity between a first set of characteristics associated with the face of the first person and a second set of characteristics associated with the face of a second person. The resident device may then provide to the user device a notification based on determining the score. | 2021-12-09 |
20210383101 | TRANSFORMING SPORTS IMPLEMENT MOTION SENSOR DATA TO TWO-DIMENSIONAL IMAGE FOR ANALYSIS - 3D motion sensor data from a sensor on an athletic implement such as a golf club is clipped around an impact event and the clip then reduced to its 2D components, which are combined into a single 2D image and provided to a machine learning algorithm to output an indication of a flaw in the motion (e.g., a flaw in a golf swing). | 2021-12-09 |
20210383102 | GESTURE SHAKING RECOGNITION METHOD AND APPARATUS, AND GESTURE RECOGNITION METHOD - A gesture shaking recognition method includes acquiring two adjacent frames of gesture images of a gesture (S | 2021-12-09 |
20210383103 | SYSTEM AND METHOD FOR ASSESSING CUSTOMER SATISFACTION FROM A PHYSICAL GESTURE OF A CUSTOMER - A system and method for assessing customer satisfaction from a physical gesture of a customer, the system comprising:
| 2021-12-09 |
20210383104 | VEHICULAR DRIVER MONITORING SYSTEM - A vehicular driver monitoring system includes an interior rearview mirror assembly disposed in a vehicle and including a mirror reflective element. A camera is disposed at the interior rearview mirror assembly and views a driver sitting at a driver seat of the equipped vehicle. The camera is operable to capture image data. A control includes a vision system-on-a-chip image processor that processes image data captured by the camera. The control, via processing at the vision system-on-a-chip image processor of image data captured by the camera, determines driver movement. The vehicular driver monitoring system generates an output responsive at least in part to the determined driver movement. | 2021-12-09 |
20210383105 | METHOD AND APPARATUS FOR RECOGNIZING TABLE, DEVICE, MEDIUM - Embodiments of the present disclosure relate to a method and apparatus for recognizing a table, a device, and a medium. An embodiment of the method can include: detecting a table on a target picture, to obtain a candidate table recognition result; extracting a merging feature of the candidate table recognition result, and determining a to-be-merged row in the candidate table recognition result based on the merging feature; extracting a direction feature of the to-be-merged row, and determining a merging direction of the to-be-merged row based on the direction feature; and adjusting the candidate table recognition result based on the to-be-merged row and the merging direction of the to-be-merged row, to obtain a target table recognition result. | 2021-12-09 |
20210383106 | DOCUMENT IMAGE ANALYSIS APPARATUS, DOCUMENT IMAGE ANALYSIS METHOD AND PROGRAM THEREOF - Disclosed herein is a document image analysis apparatus including: a document image acquisition unit configured to acquire a document image; a region detection unit configured to detect a plurality of regions from the document image acquired by the document image acquisition unit; a clustering unit configured to cluster the plurality of regions detected by the region detection unit to integrate into a cluster; and a reading order assignment unit configured to assign a reading order to a plurality of regions belonging to the cluster within the cluster integrated by the clustering unit. | 2021-12-09 |
20210383107 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR RECOGNIZING BILL IMAGE - A method, apparatus, device and storage medium for recognizing a bill image may include: performing text detection on a bill image, and determining an attribute information set and a relationship information set of each text box of at least two text boxes in the bill image; determining a type of the text box and an associated text box that has a structural relationship with the text box based on the attribute information set and the relationship information set of the text box; and extracting structured bill data of the bill image, based on the type of the text box and the associated text box that has the structural relationship with the text box. | 2021-12-09 |
20210383108 | IMAGE PROCESSING APPARATUS, SYSTEM, CONVERSION METHOD, AND RECORDING MEDIUM - An image processing apparatus, system, method, and control program stored in a non-transitory recording medium are provided each of which obtains image data of a document; determines an arrangement pattern of each of a plurality of character strings in the image data, based on positional relationship of the plurality of character strings; and generates a text data file including the plurality of character strings each being arranged according to the arrangement pattern that is determined. | 2021-12-09 |
20210383109 | DOCUMENT PROCESSING OPTIMIZATION - There is a need for more effective and efficient document processing solution. Accordingly, various embodiments of the present invention introduce various document processing optimization solutions. In one example, a method includes identifying a plurality of input pages each associated with a related input document of a plurality of input documents; for each input page of the plurality of input pages, generating a segmented page; processing each segmented page using a trained encoder model to generate a fixed-dimensional representation of the input page; determining, based at least in part on each fixed-dimensional representation, a plurality of document clusters; determining a plurality of processing groups, where each processing group is associated with one or more related document clusters of the plurality of document clusters; and performing the document processing optimization based at least in part on the plurality of processing groups. | 2021-12-09 |
20210383110 | METHODS AND SYSTEMS FOR MONITORING DOCUMENTS EXCHANGED OVER EMAIL APPLICATIONS - Disclosed herein are methods and systems for monitoring and detecting changes in files attached to incoming emails. In one embodiment, if files are attached to an outgoing email, the change service uniquely tags each of the attached files and optionally stores local or remote copies of the tagged files. Additionally, in embodiments, the change service monitors and intercepts incoming emails. If files are attached to an incoming email, the change service identifies whether the files are tagged in a manner unique to the compare service. The change service then matches uniquely tagged files in the incoming email to corresponding files previously tagged by the change service. The change service then compares the two documents and generates reports that identify changes in the received document in relation to the transmitted document. Further, in embodiments, the change service provides visual indicators of the changes within the email application. | 2021-12-09 |
20210383111 | IRIS AND PERIOCULAR REGION BIOMETRIC RECOGNITION - Disclosed herein are methods, apparatus, and systems for iris and periocular biometric recognition. A method for biometric recognition includes capturing one or more image frames of at least a facial portion of a user, determining an iris image portion and a periocular region image portion from the one or more image frames, performing iris encoding on a live iris image portion to generate an iris template, performing periocular region encoding on a live periocular region image portion to generate a periocular region template, performing iris matching on the iris template to generate an iris result, performing periocular region matching on the periocular region template to generate a periocular region result, and using one or more of the iris result and the periocular region result to enable the user to access an object. | 2021-12-09 |
20210383112 | Method for Detecting Foreign Object and Related Electronic Devices - A method for detecting a foreign object and related electronic devices are provided. The method is applied to an electronic device having a screen and an image sensor arranged below the screen. The image sensor captures a detection image. It is detected whether a foreign object is attached on the screen based on the detection image. | 2021-12-09 |
20210383113 | IMAGE TRANSLATION FOR IMAGE RECOGNITION TO COMPENSATE FOR SOURCE IMAGE REGIONAL DIFFERENCES - Methods, systems, and apparatus, including computer programs encoded on computer storage media, for predicting locations of utility assets. One of the methods includes receiving an input image of an area in a first geographical region; generating, from the input image and using a generative adversarial network, a corresponding reference image; and generating, by an object detection model and from the reference image, an output that identifies respective locations of one or more utility assets with reference to the input image. | 2021-12-09 |
20210383114 | Control Device For Robot To Tease Pet and Mobile Robot - The disclosure discloses a control device for a robot to tease a pet and a mobile robot. The primary sensor is configured to continuously collect a preset number of frames of pet motion images in each motion cycle. The state recognizer is configured to judge the matching between the pet motion images continuously collected by the primary sensor and a pre-stored digital image of pet behavior, and then parse a matching result into behavior state parameters of a pet. The behavior interferometer is configured to adjust and control a behavior state of the pet according to the behavior state parameters and an additional road sign image provided by the secondary sensor. The laser projector is configured to project a laser beam to form a structural light spot, so that the pet changes toward the behavior state adjusted by the behavior interferometer. | 2021-12-09 |
20210383115 | SYSTEMS AND METHODS FOR 3D SCENE AUGMENTATION AND RECONSTRUCTION - A computer-implemented visual input reconstruction system for enabling selective insertion of content into preexisting media content frames may include at least one processor configured to perform operations. The operations may include accessing a memory storing object image identifiers associated with objects and transmitting, to one or more client devices, an object image identifier. The operations may include receiving bids from one or more client devices and determining a winning bid. The operations may include receiving winner image data from a winning client device and storing the winner image data in the memory. The operations may include identifying, in a preexisting media content frame, an object insertion location. The operations may include generating a processed media content frame by inserting a rendition of the winner image data at the object insertion location in the preexisting media content frame and transmitting the processed media content frame to one or more user devices. | 2021-12-09 |
20210383116 | AUGMENTED REALITY SYSTEM AND METHOD - An augmented reality computing device, hereinafter referred to as the AR device, comprising one or more processors configured to receive information relating to a moveable object, check whether a virtual representation of the object forms part of a virtual representation of the environment occupied by the AR device and display, in a user observable display portion of the AR device information relating to the object. | 2021-12-09 |
20210383117 | IDENTIFICATION OF DECREASED OBJECT DETECTABILITY FOR A VIDEO STREAM - There is provided mechanisms for identifying decreasing object detectability for a video stream. A method is performed by a controller. The method includes receiving the video stream over a communication channel. The method includes receiving first visual object detection (VOD) data of the video stream. The first VOD data has been obtained from the video stream before is sent over the communication channel towards the controller. The method includes obtaining second VOD data of the video stream. The second VOD data is obtained from the video stream after is received by the controller. The method includes determining, by comparing the first VOD data to the second VOD data, whether any object present in the first VOD data has a decreased object detectability in the second VOD data, thereby identifying the decreasing object detectability for the video stream. The method includes issuing a notification when the decreasing object detectability has been identified. | 2021-12-09 |
20210383118 | Augmented Reality, Computer Vision, and Digital Ticketing Systems - Augmented reality, computer vision, and digital ticketing system techniques are described that employ a location determination system. In one example, the location determination system is configured to receiving at least one digital image as part of a live camera feed, identify an object included in the at least one digital image using object recognition, determine a location of the object in relation to a digital map of a physical environment, generate augmented reality digital content indicating the determined location in relation to the digital map, and render the augmented reality digital content as part of the live camera feed for display by a display device. | 2021-12-09 |
20210383119 | ELECTRONIC DEVICE FOR PROVIDING SHOOTING MODE BASED ON VIRTUAL CHARACTER AND OPERATION METHOD THEREOF - An electronic device according to an embodiment may include: a camera module; a display; and a processor, wherein the processor may be configured to: obtain a preview image corresponding to an external object using the camera module; determine attributes of the external object, based on the obtained preview image; synthesize the preview image with a virtual character image, based on the attributes of the external object; and output the synthesized preview image through the display. Other embodiments may be provided. | 2021-12-09 |
20210383120 | Method and Apparatus for Detecting Region of Interest in Video, Device and Medium - The present disclosure provides a method and apparatus for detecting a region of interest in a video, a device and a storage medium. The method may include: acquiring a current to-be-processed frame from a picture frame sequence of a video; detecting a region of interest (ROI) in the current to-be-processed frame, in response to determining that the current to-be-processed frame is a detection picture frame, to determine at least one ROI in the current to-be-processed frame; and updating a to-be-tracked ROI, based on the ROI in the current to-be-processed frame and a tracking result determined by a pre-order tracking picture frame; and tracking the current to-be-processed frame based on the existing to-be-tracked ROI, in response to determining that the current to-be-processed frame is a tracking picture frame, to determine at least one tracking result as the ROI of the current to-be-processed frame. | 2021-12-09 |
20210383121 | METHOD FOR GENERATING TAG OF VIDEO, ELECTRONIC DEVICE, AND STORAGE MEDIUM - A method for generating a tag of a video, an electronic device, and a storage medium are related to a field of natural language processing and deep learning technologies. The detailed implementing solution includes: obtaining multiple candidate tags and video information of the video; determining first correlation information between the video information and each of the multiple candidate tags; sorting the multiple candidate tags based on the first correlation information to obtain a sort result; and generating the tag of the video based on the sort result. | 2021-12-09 |
20210383122 | METHOD OF PROCESSING IMMERSIVE VIDEO AND METHOD OF PRODUCING IMMERSIVE VIDEO - A method of processing an immersive video includes classifying view images into a basic image and an additional image, performing pruning with respect to view images by referring to a result of classification, generating atlases based on a result of pruning, generating a merged atlas by merging the atlases into one atlas, and generating configuration information of the merged atlas. | 2021-12-09 |
20210383123 | System and Method for Predicting Formation in Sports - A system and method of predicting a team's formation on a playing surface are disclosed herein. A computing system retrieves one or more sets of event data for a plurality of events. Each set of event data corresponds to a segment of the event. A deep neural network, such as a mixture density network, learns to predict an optimal permutation of players in each segment of the event based on the one or more sets of event data. The deep neural network learns a distribution of players for each segment based on the corresponding event data and optimal permutation of players. The computing system generates a fully trained prediction model based on the learning. The computing system receives target event data corresponding to a target event. The computing system generates, via the trained prediction model, an expected position of each player based on the target event data. | 2021-12-09 |
20210383124 | AUTONOMOUS ACTIVITY MONITORING SYSTEM AND METHOD - A system for automatically monitoring activity on an athletic activity area is provided. The network device includes artificial intelligence configured to automatically identify objects and gestures from video received from cameras disposed at the activity area. The artificial intelligence automatically edits the video based on objects and gestures identified from the video and generates a video file including predetermined objects and gestures. The artificial intelligence may generate a video including each trial completed by a particular athlete and may provide the video automatically to the player or a third party. | 2021-12-09 |
20210383125 | IMAGE PROCESSING APPARATUS, VEHICLE HAVING THE SAME AND CONTROL METHOD THEREOF - A vehicle is provided and includes an image acquisition device and an image processing apparatus that receives an original frame for an image obtained by the image acquisition device at a set time interval in the parking state and obtains a key frame having the same pixel with each other by comparing a plurality of original frames received at the set time interval. The image processing apparatus obtains a plurality of delta frames having pixels different from the reference original frame from remaining original frames by comparing each of the reference original frame and the remaining original frames among the plurality of frames and compresses the key frame and the plurality of delta frames, respectively. A storage device stores the key frame and a plurality of delta frames compressed by the image processing apparatus. | 2021-12-09 |
20210383126 | Media Processing Method and Media Server - A media processing method includes determining, by the media server based on a first network model, a first object existing in a first video to implement automatic detection of an object. The first network model is based on a sample image that includes the first object determining, by the media server from a media set, first media that matches the first object, where the first object is associated with content of the first media, and covering, by the media server, a target region of the first video with the first media to generate an integrated video file. | 2021-12-09 |
20210383127 | CLASSIFICATION OF AUDITORY AND VISUAL MEETING DATA TO INFER IMPORTANCE OF USER UTTERANCES - In non-limiting examples of the present disclosure, systems, methods and devices for generating summary content are presented. Voice audio data and video data for an electronic meeting may be received. A language processing model may be applied to a transcript of the audio data and textual importance scores may be calculated. A video/image model may be applied to the video data and visual importance scores may be calculated. A combined importance score may be calculated for sections of the electronic meeting based on the textual importance scores and the visual importance scores. A meeting summary that includes summary content from sections for which combined importance scores exceed a threshold value may be generated. | 2021-12-09 |
20210383128 | VIDEO RECOGNITION METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM - Provided are a video recognition method and apparatus, an electronic device, a medium and a computer program product. The video recognition method is described below. A to-be-recognized video is divided into at least two video segments; video frames are extracted from the at least two video segments, and feature recognition is performed on the video frames to obtain initial semantic feature blocks of the at least two video segments; each of the initial semantic feature blocks is fused, and a fused target semantic feature block is obtained; and a type of the to-be-recognized video is determined according to the fused target semantic feature block. | 2021-12-09 |
20210383129 | SYSTEM AND METHOD FOR RECOGNIZING UNATTENDED HUMANS WHO REQUIRE SUPERVISION - A system for recognizing unattended humans who require supervision is disclosed. The system includes monitoring content from one or more cameras. The system includes processing an artificial intelligence (AI) algorithm, wherein the AI algorithm is configured to detect unattended humans. The system includes processing one or more images, received from the one or more cameras, based on one or more AI algorithm rules. The system includes detecting an unattended human based on the processing of the one or more images, wherein the unattended human is in close proximity to a hazard. The system includes alerting one or more authorized individuals, with one or more notifications of the unattended human's close proximity to the hazard. | 2021-12-09 |
20210383130 | CAMERA AND VISITOR USER INTERFACES - The present disclosure generally relates to camera and visitor user interfaces. In some examples, the present disclosure relates to displaying indications of visitors detected by an accessory device of the home automation system. | 2021-12-09 |
20210383131 | TOPVIEW OBJECT TRACKING USING A SENSOR ARRAY - An object tracking system includes a first sensor, a second sensor, and a tracking system. The first sensor is configured to capture a first frame of a global plane for at least a first portion of a space. The second sensor is configured to capture a second frame of at least a second portion of the space. The tracking system is configured to determine the object is within an overlap region with the second sensor based on a first pixel location. The tracking system is further configured to determine a first coordinate in the global plane for the object, to determine a second pixel location in the second frame for the object based on the first coordinate, and to store the second pixel location with an object identifier a tracking list associated with the second sensor. | 2021-12-09 |
20210383132 | VIDEO IDENTIFICATION AND ANALYTICAL RECOGNITION SYSTEM - An analytical recognition system includes one or more video cameras configured to capture video and a video analytics module configured to perform real-time video processing and analyzation of the captured video and generate non-video data. The video analytic module includes one or more algorithms configured to identify an abnormal situation. Each abnormal situation alerts the video analytics module to automatically issue an alert and track one or more objects or individuals by utilizing the one or more video cameras. The abnormal situation is selected from the group consisting of action of a particular individual, non-action of a particular individual, a temporal event, and an externally generated event. | 2021-12-09 |
20210383133 | VERIFYING TIMING OF SENSORS USED IN AUTONOMOUS DRIVING VEHICLES - In some implementations, a method of verifying operation of a sensor is provided. The method includes causing a sensor to obtain sensor data at a first time, wherein the sensor obtains the sensor data by emitting waves towards a detector. The method also includes determining that the detector has detected the waves at a second time. The method further includes receiving the sensor data from the sensor at a third time. The method further includes verifying operation of the sensor based on at least one of the first time, the second time, or the third time. | 2021-12-09 |
20210383134 | ADVANCED DRIVER ASSIST SYSTEM AND METHOD OF DETECTING OBJECT IN THE SAME - ADAS includes a processing circuit and a memory which stores instructions executable by the processing circuit. The processing circuit executes the instructions to cause the ADAS to receive, from a vehicle that is in motion, a video sequence, generate a position image including at least one object included in the stereo image, generate a second position information associated with the at least one object based on reflected signals received from the vehicle, determine regions each including at least a portion of the at least one object as candidate bounding boxes based on the stereo image and the position image, and selectively adjusting class scores of respective ones of the candidate bounding boxes associated with the at least one object based on whether a respective first position information of the respective ones of the candidate bounding boxes matches the second position information. | 2021-12-09 |
20210383135 | LANE DEPARTURE WARNING WITHOUT LANE LINES - A lane departure warning system which uses at least one detection device, such as a stereo camera, to map the surrounding environment in three-dimensions, which provides for a determination of the distance of various objects in a given image obtained by the camera. With the information obtained by the camera, or cameras, additional data, such as the color of each pixel in an image, it is possible to identify which pixels in the image correspond to the road. Once the pixels that correspond to the road are identified, the width of the road is determined, as well as the position of the vehicle on the road. With the width of the road being known, the road is “virtually” divided into virtual lanes, and it is determined which of the virtual lanes the vehicle is travelling, and the vehicle is monitored to ensure that the vehicle remains within one of the virtual lanes. | 2021-12-09 |
20210383136 | METHOD FOR PROCESSING NAVIGATION DATA, PATH GUIDANCE METHOD, APPARATUS AND STORAGE MEDIUM - A method for processing navigation data, a path guidance method, devices, electronic apparatuses, and a storage medium are provided, which are related to a field of autonomous driving technology, and in particular, to a field of advanced assisted driving technology and a field of road navigation technology. The method includes: acquiring attribute information of respective lane lines on a road; dividing the road into multiple lane groups based on a grouping node and a dividing direction, and determining lane relationship information between the lane groups; and setting virtual points corresponding to the respective lane groups, and associating attribute information of a lane line in an i | 2021-12-09 |
20210383137 | METHOD AND SYSTEM FOR MAP CONSTRUCTION - A method of retrieving a map is disclosed. The method includes receiving a grid data of the map comprising lane segments, wherein the grid data includes an array of grids each associated with a list including none or at least one of the lane segments intersecting the respective grid; receiving coordinates of a location; identifying a first grid including the location based on the grid data; identifying a target grid that has an associated list including at least one of the lane segments as first lane segment; and outputting the first lane segment. | 2021-12-09 |
20210383138 | CLOSED LANE DETECTION - Techniques are described for detecting whether a lane of a roadway is open or closed. Detecting a lane as being closed may include detecting an object in or near the lane, which may comprise determining a size, location, and/or classification associated with the object, and dilating the size associated with the object. The lane may be indicated as being closed if a distance between a dilated object detection and another object detection, dilated object detection, or lane extent is less than a threshold distance. The techniques may additionally or alternatively comprise determining an alternative lane shape based at least in part on one or more object detections and/or determining that one or more lanes are closed and/or uploading a lane closure and/or alternative lane shape to a central database for retrieval by/dissemination to other computing devices. | 2021-12-09 |
20210383139 | OBJECT DETECTION NEURAL NETWORKS - Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating object detection predictions from a neural network. In some implementations, an input characterizing a first region of an environment is obtained. The input includes a projected laser image generated from a three-dimensional laser sensor reading of the first region, a camera image patch generated from a camera image of the first region, and a feature vector of features characterizing the first region. The input is processed using a high precision object detection neural network to generate a respective object score for each object category in a first set of one or more object categories. Each object score represents a respective likelihood that an object belonging to the object category is located in the first region of the environment. | 2021-12-09 |
20210383140 | DRIVING ASSISTANCE APPARATUS AND IMAGE PROCESSING METHOD - Disclosed is a driving assistance apparatus which can be mounted on a vehicle. The driving assistance apparatus includes an image capturing part, and a processor configured to identify a specific color area in a peripheral image captured by the image capturing part as a first candidate area, identify an area including a specific shape in the first candidate area as a second candidate area, and identify an area of a traffic sign in the second candidate area. | 2021-12-09 |
20210383141 | SIGN POSITION IDENTIFICATION SYSTEM AND PROGRAM - In an image processing device | 2021-12-09 |
20210383142 | SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE (AI) DRIVING ANALYSIS AND INCENTIVES - Systems, apparatus, methods, and articles of manufacture for Artificial Intelligence (AI) driving analysis and incentives, by utilizing on-board image object analysis to classify driving events and provide driving-based awards. | 2021-12-09 |
20210383143 | MOTION SENSOR USING TEMPORAL DIFFERENCE PIXELS AND LIFT-UP DETECTION THEREOF - There is provided an optical sensor including a pixel matrix and a readout circuit. The pixel matrix includes multiple pixels arranged in a matrix, and each of the multiple pixels outputs temporal difference pixel data The readout circuit sequentially reads the pixel matrix using a readout block, and performs the hybrid difference calculation on the temporal difference pixel data of pixels within the readout block. Accordingly, the output of the readout circuit is the data accomplishing temporal difference and spatial difference. | 2021-12-09 |
20210383144 | GEOLOCATION WITH AERIAL AND SATELLITE PHOTOGRAPHY - A method of automatically geolocating a visual target. The method comprises operating a flying vehicle in a search region including the visual target. The method further includes affirmatively identifying a visual target in an aerial photograph of the search region captured by the flying vehicle. The method further includes automatically correlating the aerial photograph of the search region to a geo-tagged photograph of the search region, wherein the geo-tagged photograph is labelled with pre-defined geospatial coordinates. Based on such automatic correlation, a geospatial coordinate is determined for the visual target in the search region. | 2021-12-09 |
20210383145 | A FOOD PROCESSING DEVICE AND A METHOD OF PROVIDING IMAGES OF FOOD OBJECTS IN A FOOD PROCESSING DEVICE - A food processing device includes a conveyor forming a conveyor surface on which a food object can be conveyed in a conveying direction with a lower food surface against the conveyor surface and with an upper food surface facing away from the conveyor surface. An imaging system can analyze a field of interest on the upper food surface. The imaging system comprises a light source, a camera, and a processor. The light source and the camera are located relative to each other such that an intensity of the incident light on the field of interest do not change or do not change noticeably if the distance between the conveyor surface and the field of interest increases or decreases. | 2021-12-09 |
20210383146 | METHOD AND DEVICE FOR PROCESSING ASYNCHRONOUS SIGNALS GENERATED BY AN EVENT-BASED LIGHT SENSOR - A light sensor has a matrix of sensing elements each providing a respective event-based signal sequence including events asynchronously produced as a function of variations of light incident on the sensing element and light level values respectively associated with at least some of the events. The method generates an image comprising pixels corresponding spatially to the sensing elements of the matrix, and determines a set of edge pixels among the pixels of the image. Pixels are selected in response to events included in the event-based signal sequences and for each selected pixel a local contrast measure is evaluated to decide whether or not the selected pixel belongs to the set of edge pixels. | 2021-12-09 |
20210383147 | METHODS AND SYSTEMS FOR TRANSLATING FIDUCIAL POINTS IN MULTISPECTRAL IMAGERY - A method and system for translating fiducial points in multispectral imagery includes capturing a first image of an object by a first imaging device in a first spectral domain, the first spectral domain being the visible spectrum; capturing a second image of the object by a second imaging device in the first spectral domain; capturing a third image of the object by a third imaging device in a second spectral domain, the second spectral domain being outside the visible spectrum; determining three-dimensional location information of one or more fiducial points of the object based on the first and second visible spectrum images; projecting the one or more fiducial points from the three-dimensional image of the object onto an two-dimensional image plane of the third image; and translating the location of the one or more fiducial points of the object from first and second visible spectrum images to the third image. | 2021-12-09 |
20210383148 | AUTOMATIC DATA ENHANCEMENT EXPANSION METHOD, RECOGNITION METHOD AND SYSTEM FOR DEEP LEARNING - A data enhancement expansion method, recognition method and system for deep learning, the data enhancement expansion method includes the following steps: collecting original video data of a target to be recognized, and extracting original images of several recognized targets from the original video data; extracting seed images of RoI outlines of the recognized targets from the original images; performing an image enhancement operation on the seed images of the RoI outlines of the recognized targets, and randomly extracting the seed images subjected the image enhancement operation for image aliasing enhancement to obtain several composite images; and generating a data set based on the original images of the several recognized targets and the several composite images. Original data materials are easy to obtain with extremely low cost and high authenticity, and can be really put to a deep learning network to achieve good recognition results. | 2021-12-09 |
20210383149 | METHOD FOR IDENTIFYING INDIVIDUALS OF OPLEGNATHUS PUNCTATUS BASED ON CONVOLUTIONAL NEURAL NETWORK - A method for identifying an individual of an oplegnathus punctatus based on a convolutional neural network is provided. Target initial positioning involves three continuous convolutional layers and an average pooling layer. A region of feature interest point is obtained, a hyperparameter candidate box is set to obtain a region, thereby obtaining an approximate position of a target object. II_Net backbone convolutional neural network includes six convolutional layers and four pooling layers, which includes a LeakyReLU activation function used as an activation function of the first convolutional layer, convolutional network layers of Alexnet and parameter data, and a maximum pooling layer of an overlapped pooling structure. Fully connected layers use a genetic algorithm to improve data transmission between layers. With the established model, identification of the individual of the oplegnathus punctatus is performed by using test data. | 2021-12-09 |
20210383150 | ITERATIVE RECOGNITION-GUIDED THRESHOLDING AND DATA EXTRACTION - Techniques for binarization and extraction of information from image data are disclosed. The inventive concepts include independently binarizing portions of the image data on the basis of individual features, e.g. per connected component, and using multiple different binarization thresholds to obtain the best possible binarization result for each portion of the image data. Determining the quality of each binarization result may be based on attempted recognition and/or extraction of information therefrom. Independently binarized portions may be assembled into a contiguous result. In one embodiment, a method includes: identifying a region of interest within a digital image; generating a plurality of binarized images based on the region of interest using different binarization thresholds; and extracting data from some or all of the plurality of binarized images. The extracted data includes connected components that overlap and/or are obscured by unique background. Corresponding systems and computer program products are disclosed. | 2021-12-09 |
20210383151 | HYPERSPECTRAL DETECTION DEVICE - The invention relates to a device for detecting features in a three-dimensional hyperspectral scene ( | 2021-12-09 |
20210383152 | METHOD FOR IDENTIFYING WORKS OF ART AT THE STROKE LEVEL - The present disclosure relates to methods of analyzing works of art for purposes of authentication or attribution. Such methods may be implemented by receiving digital image data associated with a work of art, identifying a plurality of artist's strokes formed along a surface of the work of art, segmenting the plurality of strokes into a plurality of individual strokes, analyzing the plurality of individual strokes to determine stroke characteristics, and comparing the stroke characteristics to stroke characteristics derived from one or more computational models based on known works of art. | 2021-12-09 |
20210383153 | METHOD AND APPARATUS FOR PRESENTING INFORMATION - Disclosed in embodiments of the present application are an information presentation method and device. One specific embodiment of a system comprises: receiving a collocation request for performing clothing collocation on target clothing, the collocation request comprising a target clothing image; performing feature extraction on the target clothing image to obtain a feature vector of the target clothing image; and selecting, from a preset clothing information set on the basis of the feature vector of the target clothing image, a clothing image having a feature vector matching the feature vector of the target clothing image to form at least one group of clothing collocation images together with the target clothing image, wherein the clothing information set comprises clothing images and feature vectors of the clothing images. The embodiment improves clothing collocation effects. | 2021-12-09 |
20210383154 | IMAGE PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM - An image processing method includes: a color feature extracted from a first image is acquired; a customized mask feature is acquired, the customized mask feature being configured to indicate a regional position of the color feature in the first image; and the color feature and the customized mask feature are input to a feature mapping network to perform image attribute edition to obtain a second image. | 2021-12-09 |
20210383155 | Method For Determining the Start of Relaxation After a Burn-In Process at Optical Display Devices Controllable Pixel by Pixel - The invention relates to a method for determining a start of relaxation (t | 2021-12-09 |
20210383156 | CLOUD DETECTION ON REMOTE SENSING IMAGERY - A system for detecting clouds and cloud shadows is described. In one approach, clouds and cloud shadows within a remote sensing image are detected through a three step process. In the first stage a high-precision low-recall classifier is used to identify cloud seed pixels within the image. In the second stage, a low-precision high-recall classifier is used to identify potential cloud pixels within the image. Additionally, in the second stage, the cloud seed pixels are grown into the potential cloud pixels to identify clusters of pixels which have a high likelihood of representing clouds. In the third stage, a geometric technique is used to determine pixels which likely represent shadows cast by the clouds identified in the second stage. The clouds identified in the second stage and the shadows identified in the third stage are then exported as a cloud mask and shadow mask of the remote sensing image. | 2021-12-09 |
20210383157 | ANALYSIS DEVICE, MACHINE LEARNING DEVICE, ANALYSIS SYSTEM, ANALYSIS METHOD, AND RECORDING MEDIUM - An analysis device applies, for each of a plurality of candidates for an updated parameter value set according to an update target parameter value, the update target parameter value and the candidate to a plurality of machine learning results to acquire, for each machine learning result, information indicating a degree of difference of an evaluation target value in a case of the candidate with respect to an evaluation target value in a case of the update target parameter value; calculate, for each candidate and for each machine learning result, an evaluation target value in the case of the candidate based on the degree of difference and the evaluation target value in the case of the update target parameter value; and calculate a selection index value for each candidate using a variation in the evaluation target values for each machine learning result, compare the selection index value of each candidate. | 2021-12-09 |
20210383158 | ONLINE CLASS-INCREMENTAL CONTINUAL LEARNING WITH ADVERSARIAL SHAPLEY VALUE - A method for scoring training data samples according to an ability to preserve latent decision boundaries for previously observed classes while promoting learning from an input batch of new images from an online data stream, comprising: receiving the input batch of the new images from the online data stream, performing a memory retrieval process that retrieves data to be learned along with a new set of data from the memory to retain the previously learned knowledge, and performing a memory update process that selects and exchanges a small set of data to be saved in the memory in the memory update process. In addition, the method performs data valuation based on KNN-SV for both the memory retrieval and memory update processes to perform strategic and intuitive data selection based on the properties of KNN-SV. | 2021-12-09 |
20210383159 | DEEP LEARNING STACK USED IN PRODUCTION TO PREVENT EXFILTRATION OF IMAGE-BORNE IDENTIFICATION DOCUMENTS - Disclosed is detecting identification documents in image-borne identification documents and protecting against loss of the image-borne identification documents. A trained deep learning (DL) stack is used to classify production images by inference as containing a sensitive image-borne identification document, with the trained stack configured with parameters determined using labelled ground truth data for the identification documents and examples of other image documents. The trained DL stack is configured to include a first set of layers closer to an input layer and a second set of layers further from the input layer, with the first set pre-trained to perform image recognition before exposing the second set of layers of the stack to the labelled ground truth data for the image-borne identification documents and examples of other image documents, and using the inferred classification of the sensitive image-borne identification document in a DLP system to protect against loss by image exfiltration. | 2021-12-09 |
20210383160 | WEAR DETECTION IN MECHANICAL EQUIPMENT - Aspects of the technology described herein describe a system for detecting and reducing wear in industrial equipment. Aspects of the technology use 3D image data from a field inspection of industrial equipment to identify and quantify wear. The wear can be detected by providing the images from the field inspection to a computer classifier for recognition. Aspects of the technology also use machine learning to recommend a change to the operation of the equipment to minimize wear. Such a change could include load shedding, lube oil feed rate changes, prompts for maintenance, etc. Through incorporation of the wear data into the control system, the equipment can automatically change operation to improve wear performance and increase the durability and lifetime of the equipment. | 2021-12-09 |
20210383161 | Systems and Methods for Processing a Stream of Data Values Using Data Value Subset Groups - Data processing systems (e.g. image processing systems) and methods are provided for processing a stream of data values (e.g. pixel values). In each of a plurality of iterations, a respective particular data value of the stream is processed by operating on a respective particular subset of data values of the stream. In each iteration: group indication data for at least one group is retrieved and used to define a set of groups into which data values within the particular subset can be grouped; each of the data values within the particular subset is grouped into one of the groups of the set of groups; the particular data value is processed using one or more of the data values of the particular subset in dependence on the classification of the data values into the groups; and group indication data is stored for a group, for use in a subsequent iteration. | 2021-12-09 |
20210383162 | DATA TEST METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM - A data test method, an electronic device, and a storage medium are provided. In the data test method, based on a Density-Based Spatial Clustering of Applications with Noise (DBSCAN), at least one cluster is obtained by removing discrete points in the target data and performing clustering, an calculation result is obtained by performing a regression analysis on the target data with the objective function, and parameters to be tested are verified according to the calculation result. Utilizing the data test method, objective function can be used to perform verification and residual analysis on the target data, related descriptions are be repeated here. | 2021-12-09 |
20210383163 | OBJECT DETECTION AND IMAGE CROPPING USING A MULTI-DETECTOR APPROACH - Systems, methods and computer program products for detecting objects using a multi-detector are disclosed, according to various embodiments. In one aspect, a computer-implemented method includes defining an analysis profile comprising an initial number of analysis cycles dedicated to each of a plurality of detectors, where each detector is independently configured to detect objects according to a unique set of analysis parameters and/or a unique detector algorithm. The method also includes: receiving digital video data that depicts at least one object; analyzing the digital video data using some or all of the detectors in accordance with the analysis profile, where the analyzing produces an analysis result for each detector used in the analysis. Further, the method includes updating the analysis profile by adjusting the number of analysis cycles dedicated to at least one of the detectors based on the analysis results. | 2021-12-09 |
20210383164 | REGION SPECIFICATION APPARATUS, REGION SPECIFICATION METHOD, REGION SPECIFICATION PROGRAM, LEARNING APPARATUS, LEARNING METHOD, LEARNING PROGRAM, AND DISCRIMINATOR - A region specification apparatus specifies a region of an object which is included in an input image and which includes a plurality of subclass objects having different properties. The region specification apparatus includes a first discriminator that specifies an object candidate included in the input image. The first discriminator has a component configured to predict at least one of movement or transformation of a plurality of anchors according to the property of the subclass object and specify an object candidate region surrounding the object candidate. | 2021-12-09 |