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1479 results about "Identity recognition" patented technology

Identity recognition is a first necessary step in recalling crucial knowledge necessary to successfully navigate social interaction, and accordingly, face recognition has been a focal topic of research.

Physical ability evaluation method and system based on human skeleton trajectory tracking

The invention discloses a physical fitness evaluation method based on human skeleton trajectory tracking, which comprises the following steps: S1, acquiring whole-process video data of a physical fitness test through video acquisition equipment, and generating a video frame according to an acquisition frequency; s2, processing the video frame by using a skeleton dynamic analysis algorithm, and extracting human skeleton key points; s3, extracting identity features of the testee through a motion map identity recognition network, and tracking and confirming the identity features; s4, performing action recognition, fragment segmentation and compliance judgment on the skeleton key point time sequence track; s5, aiming at the abnormal skeleton key points, performing complementation and time sequence smoothing by adopting an inverse kinematics inference method; s6, inputting the complete skeleton key point time sequence data into the human body action evaluation model for processing, and quantizing and outputting a physical ability evaluation index; and S7, generating a physical ability evaluation report and giving action feedback and optimization suggestions. According to the invention, objectivity, accuracy and intelligent level of physical ability evaluation are effectively improved.
Owner:BEIJING KINGTOP TECH

Campus security management system based on deep learning

The invention relates to the technical field of security and protection management, in particular to a campus security and protection management system based on deep learning, which improves the accuracy and robustness of identity recognition by acquiring access control card numbers, face images or fingerprint features and generating standardized identity authentication data. And on the basis of a comparison result of the identity authentication data and the campus database, a behavior chain initialization identifier is generated, and accurate identity binding of the school entering personnel is realized. Furthermore, by collecting multi-camera image stream data, pedestrian re-identification and similarity calculation are executed by using a deep feature matching network, and a cross-camera continuous trajectory data set is generated. And matching the behavior track data set with the conventional path template to generate a behavior offset feature vector. And carrying out joint modeling on the behavior offset characteristics and the identity information through a graph neural network model containing an attention mechanism, and outputting a behavior purpose label and a risk grade score. And a graded security response instruction is generated based on the risk score, so that the missing report rate and the false report rate are effectively reduced.
Owner:GUANGDONG RENDA TECH CO LTD

Multi-mode emotion continuous recognition method for medical treatment

The invention discloses a multi-mode emotion continuous recognition method for medical treatment, belongs to the technical field of artificial intelligence and medical treatment information, and mainly aims to simulate the dynamic change process of emotion by establishing a Neural ODEs framework and overcome the static property and discreteness of emotion modeling in a traditional method. Through a causal inference technology, emotional features are separated from individual-independent physiological differences, and the generalization ability across individuals is improved. A self-supervised learning method is utilized, the synergistic effect between the EEG and the eye movement signal is improved through cross-modal contrast learning, and the emotion recognition precision is enhanced. The calculation complexity is reduced through a dynamic sparse attention mechanism, and meanwhile, focusing is performed on a key time slice in emotion recognition. Through multi-task joint learning, the model learns multiple tasks such as emotion intensity regression and tested identity recognition during emotion classification, and the personalized emotion recognition capability is improved.
Owner:CHENGDU UNIV

Electric power artificial intelligence model security protection method and system based on zero-trust architecture

The invention discloses an electric power artificial intelligence model security protection method and system based on a zero-trust architecture, and belongs to the technical field of power grid security protection. The method comprises the following steps: constructing an encryption service request according to identity recognition information and environment information of an access user; verifying the request by adopting a multi-factor identity verification method, and generating an authentication credible score; performing weighted calculation by combining the user historical behavior score, the equipment safety score and the environmental factor score to obtain a dynamic comprehensive credibility score; and generating a permission configuration strategy based on the score to realize fine-grained access control. The system comprises a user request access module, an information collection module, a credibility evaluation module and an access control module, and through continuous verification and dynamic permission adjustment, safe access of the electric power artificial intelligence model is ensured. The defect that a traditional security technology depends on static authentication and boundary protection is overcome, data leakage, model tampering and illegal access are effectively prevented, and the overall security and stability of a power system are improved.
Owner:STATE GRID INFORMATION & TELECOMM GRP CO LTD +1

Data acquisition method and device based on block chain tamper-proofing

The invention relates to the technical field of data acquisition and information security, and discloses a block chain tamper-proof data acquisition method and device, and the device comprises a control chip, an identity recognition module, a local tamper-proof module, a time sequence processing module (including a parallel uploading unit), a clock calibration module, a storage monitoring module and the like. The method comprises the steps of hardware-level identity verification, operator verification, generation of a data packet containing metadata, encryption and tamper prevention, networking / offline uplink evidence storage, association uplink approval and hash comparison verification. By applying the method and the system, the tamper-proofing of the data in the whole process can be realized, the offline scene is adapted, and the high-credibility data acquisition requirement is met.
Owner:XIONGAN XINYI TECHNOLOGY CO LTD

Multi-head gun type camera multi-angle intelligent tracking method and system

The invention provides a multi-head gun-type camera multi-angle intelligent tracking method and system, and the method comprises the steps: obtaining image flow data through a multi-head gun-type camera, building a D-NeRF model through combining with an improved multi-layer perception mechanism, outputting a virtual viewpoint image, a scene depth image, a shielding relation image and a motion vector field according to the D-NeRF model, obtaining a volume density field, and carrying out the multi-head gun-type camera multi-angle intelligent tracking. Analyzing the volume density field, acquiring a continuous aggregation area and performing cutting operation, generating a target instance, acquiring a bounding box and a centroid coordinate in combination with a scene depth map, acquiring appearance characteristics and morphological characteristics and performing matching, generating an identity recognition result, performing trajectory prediction through physical constraint, generating a probability space-time trajectory and performing evaluation, and performing identification on the probability space-time trajectory. According to the method, the uncertain area is obtained, the motion of the camera is subjected to joint optimization in combination with the probability space-time trajectory, the intelligent control instruction is generated, and multi-angle intelligent tracking is performed according to the intelligent control instruction, so that the intelligent level of multi-camera monitoring and tracking in a complex scene is improved.
Owner:SHENZHEN JIKEYUAN ELECTRONIC TECH CO LTD

Cross-modal biological feature generation type enhancement method and system

The embodiment of the invention discloses a cross-modal biological feature generation type enhancement method and system. The method comprises the following steps of: constructing a cross-modal biological feature recognition model, respectively acquiring long-distance modal data and short-distance modal data of a user, extracting feature vectors, pre-recognizing the user based on the long-distance feature vectors, finely recognizing the user based on the short-distance feature vectors, and carrying out mutual complementation and fusion on various modal features, so as to improve the recognition accuracy of the user. According to the method, the limitation that a single mode is low in recognition accuracy and prone to being interfered under different distance scenes is overcome, the identity recognition safety is improved, and through a secondary recognition mechanism combining pre-recognition and fine recognition, the efficiency and precision of identity recognition are improved while the system load is reduced.
Owner:HANGZHOU MINGGUANG MICROELECTRONICS TECH CO LTD

Door lock collaborative identity recognition method and system

The invention discloses a door lock collaborative identity recognition method and system, and the method comprises the steps: obtaining a locally stored MAC-face binding relation table according to face recognition verification completed by a resident through an intelligent door lock; according to the moving path of the resident from the floor entrance to the home door lock, identity recognition is completed through cooperation of multicast communication and the home door lock, an identity confirmation result is obtained, and a directional multicast network is constructed; according to a leaving event that a resident opens a door lock from a room, triggering a passing door lock to collect leaving person information, and obtaining a leaving person identity confirmation result; and selecting to send a unicast or multicast confirmation message by the own door lock according to the completion degree of identity confirmation of the leaving person, and triggering the passing door lock to send an IGMP leaving message to the router to obtain a simplified multicast forwarding table. According to the embodiment of the invention, seamless identity cooperation of the whole process from home returning to home leaving can be realized, and the automation degree of home security and protection and the user experience are improved.
Owner:DESSMANN CHINA MACHINERY & ELECTRONICS

Identity identification method for violators for field safety supervision of gas turbine power plant

The invention discloses a violation person identity recognition method for gas turbine power plant on-site safety supervision, relates to the technical field of person identity recognition, and aims at recognizing specific violation behaviors, positioning the occurrence time and space of the violation behaviors and marking corresponding behavior subjects. The method comprises the following steps: acquiring operation image data, extracting behavior subject image features and equipment acquisition data, generating fusion identity information, matching violation identities, outputting structured records, evaluating violation risk levels, verifying the identities of persons in charge and filing violation records, and automatically identifying dangerous behaviors in a gas turbine power plant through the operation image data acquisition and violation behavior identification model. And in combination with the dynamic attitude vector sequence and equipment acquisition data, generating identity feature fusion data, performing map matching, identifying the identity of a violation person, labeling through a risk level label, pushing to a responsible person terminal, completing identity confirmation and violation behavior recording and archiving, and realizing whole-process supervision and closed-loop management.
Owner:DONGGUAN SHENZHEN ENERGY ZHANGYANG POWER CO LTD

Two-dimensional code full-life-cycle tracking management system based on dynamic encryption

The invention discloses a two-dimensional code full-life-cycle tracking management system based on dynamic encryption, relates to the technical field of two-dimensional code tracking management, and is characterized in that a target object life cycle state sequence diagram is constructed, and a two-dimensional code coding index is dynamically generated based on a current state, an equipment environment and a time factor; and dynamic generation and secure binding of two-dimensional code content are realized in combination with a multi-factor asymmetric encryption mode. Meanwhile, through path consistency verification and state chain continuity judgment, validity verification is carried out on a two-dimensional code access behavior, and the validity of the two-dimensional code is judged in combination with an environment deviation detection mechanism; compared with the prior art, the method can effectively prevent the two-dimensional code from being counterfeited, replayed and visited unauthorized, improves the uniqueness, verifiability and safety of the two-dimensional code in the whole life cycle, and is suitable for high-safety product tracking, anti-counterfeiting authentication, multi-stage identity recognition and other scenes.
Owner:SHANGHAI MAILIAN INFORMATION TECHNOLOGY CO LTD

Face recognition method and system suitable for outdoor electronic instrument

The invention relates to the technical field of face recognition, and discloses a face recognition method and system suitable for an outdoor electronic instrument to solve the problem of low recognition precision under complex illumination, posture change and shielding conditions in the prior art, and the method comprises the steps: S1, collecting image data, and carrying out the preprocessing; s2, performing face region detection and face key point positioning on the illumination enhanced image; s3, performing affine transformation based on the face detection result set to perform face alignment; s4, extracting a face feature vector based on a ResNet100 structure; s5, performing attitude-guided feature reconstruction processing on the face feature vector to obtain an attitude-enhanced face feature vector; s6, performing feature normalization and identity classification on the posture-enhanced face feature vector, and outputting a face recognition result; and S7, outputting a final identity recognition result and confidence. According to the method, an efficient and scientific optimization scheme can be provided in outdoor face recognition, and remarkable technical values and economic benefits are brought to practical application.
Owner:LIAOCHENG UNIV HIGH TECH IND CO LTD

Authority management method and system for access control system of building hall

The invention discloses an authority management method and system for an access control system of a building hall, and relates to the technical field of authority management, and the authority management method comprises the following steps: associatively storing personnel identity information and corresponding authority levels to form an authority database, and adjusting the authority in real time according to time, events and personnel demands; the access control terminal reads the personnel identity recognition information, dynamically evaluates the credibility of the personnel identity recognition information, and judges whether the personnel are allowed to pass the access control according to the credibility; the permission verification server performs matching in a permission database according to the received identity recognition information to search a corresponding permission level; and according to the searched authority level, monitoring the number of times of accessing areas and floors exceeding the authority level of the person, and the access time of the person, and timely giving an alarm for abnormal behaviors according to a monitoring result. According to the invention, by integrating multiple security authentication means, the problems of single identity authentication form and low security are solved, and the security protection capability of the system is improved.
Owner:XINRUNCHENG ELECTRONICS (SHENZHEN) CO LTD

Driving authority management method and device based on biological characteristic verification and medium

The invention provides a driving authority management method and device based on biological feature verification and a medium, and belongs to the technical field of vehicles. The method comprises the steps of collecting facial features, voiceprint data and driving behavior data by detecting a starting operation of a current driver; the identity of the current driver is recognized by using a multi-modal biological recognition algorithm, and the accuracy and anti-counterfeiting capability of identity verification are improved by adopting a bimodal fusion scheme of face recognition and voiceprint recognition; when it is determined that identity recognition of the current driver succeeds, a driving account is determined to judge whether the driver has the use permission or not, a binding relation of driver identity-account-function permission is established, and accurate matching of the intelligent driving permission and the driver qualification is achieved; the open state of the intelligent driving function is dynamically controlled based on a permission verification result, if the permission exists, the intelligent driving function is automatically prepared, if the permission does not exist, the function is locked, a clear prompt is given, and the safety risk that the intelligent driving function is used before being learned is avoided from the source.
Owner:CHINA FAW CO LTD

Modbus gateway management system and method based on active identification carrier

The invention relates to the technical field of gateway management, in particular to a Modbus gateway management system and method based on an active identification carrier, and the system comprises a priority field identification module, an instruction field association module, an authority state judgment module, an access judgment module and an exception classification module. According to the method, dynamic structured sorting is executed according to priorities, functional fields are dynamically coupled with instruction sequences according to a mapping relation, equipment authority is synchronously judged based on a validity period and an operation state label to realize packet switching, and a communication process is subjected to full-process identification according to an access state and a data association feature; identity consistency and response sequence differences in interaction events are automatically classified into exclusive abnormal tags, links of equipment access, permission change, communication judgment and abnormal collection are driven by real-time parameter linkage, attribute distinguishing and behavior judgment capabilities in a multi-equipment environment are improved, and the method is suitable for the multi-equipment environment. And full-process management of multi-dimensional identity recognition, dynamic permission allocation, communication judgment and abnormity tracing is supported.
Owner:HUZHOU SHENWEI TECH CO LTD

Human body gait recognition method and system in complex scene

The invention belongs to the technical field of gait recognition, and particularly relates to a human gait recognition method and system in a complex scene. And sequentially performing illumination correction, human body posture angle alignment and shielding processing on the extracted human body gait data, and performing human body gait recognition based on the gait data obtained after illumination correction, human body posture angle alignment and shielding processing. According to the occlusion processing, a comprehensive and reliable occlusion area judgment standard is set based on the connection relation between skeleton nodes, the human anatomy reference distance, kinematics constraint and the time continuity requirement, and then a missing human body area is reconstructed through optical flow compensation or bilinear interpolation based on information of visible pixels around the occlusion area. The accuracy of gait recognition in a complex scene is improved, the problem of adaptability of the complex scene is solved in a breakthrough mode, high-precision gait identity recognition is achieved, and the security and protection monitoring requirement of a real scene is met.
Owner:HENAN UNIV OF SCI & TECH

Console identity recognition method based on block chain

The invention discloses a console identity recognition method based on a block chain, relates to the technical field of computer security and human-computer interaction, and realizes non-sensibility and precision of console identity recognition through fusion of behavior feature modeling and a block chain technology. In a multi-person alternate scene, an operator does not need to actively execute a biological verification action, and the system converts behavior characteristics into encrypted operation fingerprints by continuously capturing physical operation actions and graphic interaction logic and carries out uplink storage on the encrypted operation fingerprints; the block chain smart contract compares the time sequence difference between the current operation and the historical fingerprint in real time, and only when the behavior is abnormal, the biological auxiliary verification is triggered, so that the operation interruption caused by the factors such as gloves and light in the industrial environment is remarkably reduced; a dynamic permission label generation mechanism breaks through static authorization limitation; by analyzing the semantic intention of the control instruction and combining a preset equipment permission topological graph, the minimum equipment operation range is automatically delimited, and the tag validity period is set according to the instruction risk level.
Owner:MT TITLIS BEIJING CONTROL TECH

Multi-person overlapped voice real-time voiceprint recognition method and system

The invention relates to the field of voiceprint recognition and voice transfer, and discloses a real-time voiceprint recognition method and system for multi-user overlapped voices. The method comprises the following steps: acquiring a multi-source audio stream, and carrying out standardization and framing processing to generate a streaming audio frame sequence; based on the sequence, through circular buffering, noise reduction, endpoint detection and overlap detection model processing, obtaining an overlap interval label; task assembly, speaker separation, track numbering, voiceprint feature extraction and identity judgment are carried out, and a track identity binding structure is generated; and finally, voice transcription, fragment splicing and conflict cutting are executed, and the voiceprint template library is updated. According to the method, real-time separation and identity recognition of overlapped voices of multiple persons are realized, and the accuracy and robustness of voiceprint recognition in a complex scene are effectively improved.
Owner:HUNAN ZHENTONG ZHIYONG ARTIFICIAL INTELLIGENCE TECHNOLOGY CO LTD

Near field communication-based production station man-hour automatic statistical system and method

The invention provides an automatic production station working hour statistical system and method based on near field communication, the system comprises five layers of architectures including an identity recognition layer, a data acquisition layer, an edge computing layer, a cloud service layer and a terminal interaction layer, and the method completes the steps of initialization, NFC interaction triggering, multi-mode mistaken touch prevention verification and the like by means of the system. NFC, a sensor and a face recognition technology are fused, core modules such as task intelligent matching, energy consumption-man-hour linkage accounting and cross-station collaborative man-hour splitting are designed, and the system further has the functions of offline intelligent caching and multi-dimensional man-hour analysis. According to the invention, automation and precision of man-hour statistics are realized, single-station standardization and multi-station collaborative production scenes are adapted, data are ensured to be reliable and free of loss, deep fusion of production data is realized, enterprise hardware and management costs are reduced, and the intelligent manufacturing fine management level is improved.
Owner:SHANGHAI HEIHU NETWORK TECHNOLOGY CO LTD +1

Three-dimensional tracking scanner with face recognition safety system and control method

The invention provides a three-dimensional tracking scanner with a face recognition safety system and a control method. The three-dimensional tracking type scanner comprises a scanner body; the face recognition module is connected with the scanner body and comprises a binocular camera assembly which is used for responding to the situation that an object approaches the three-dimensional tracking type scanner and synchronously collecting left and right images of the object; the binocular reconstruction unit is used for establishing a three-dimensional grid model of a human face according to the left and right images when the detected object is the human face; the living body detection unit is used for carrying out living body detection on the human face by adopting a multiple detection mechanism based on the three-dimensional grid model; the face recognition unit is used for performing identity recognition on the user corresponding to the face under the condition that the living body detection is passed; and the control management system is connected with the face recognition module, and the control management system is used for allowing the user to execute an operation matched with the permission of the target identity on the scanner body under the condition that the identity of the user is the target identity.
Owner:HANGZHOU INSVISION TECH CO LTD

Multi-head shaver linkage control method and system based on magnetic contacts

The invention relates to the technical field of magnetic attraction control, and discloses a multi-head shaver linkage control method and system based on magnetic attraction contacts.The method is based on at least two single-head shavers with controllers, shaving modules and energy storage modules, and electric connection is achieved through the magnetic attraction contacts; the first controller sends an identity recognition instruction after detecting the contact connection state, receives and matches identity information of the second controller, and establishes a control link if matching succeeds; the working state is synchronized when the link is established, the abnormal state is unified as the running state, any subsequent controller sends a cooperation instruction through the link after obtaining an operation instruction, and the other controllers execute synchronously. According to the method, the problems that a traditional single shaver is insufficient in scene adaptation and a multi-shaver-head product is tedious in operation are solved, flexible combination and separation of single-head units are achieved, the requirements for portable storage and efficient shaving are met, and the operation convenience and the intelligent level are improved.
Owner:SHENZHEN SHANGDING YOUPIN TECH CO LTD

Chemical early warning interception method and device, electronic equipment and medium

PendingCN121329260AData processing applicationsChemical riskIdentity recognition
The embodiment of the invention discloses a chemical early warning interception method and device, electronic equipment and a medium. A specific embodiment of the method comprises the following steps: carrying out identity recognition on a target chemical detection terminal set to obtain a detection terminal identity recognition information set; performing state information extraction on the multi-modal target chemical information set to obtain a chemical multi-modal state information set; performing data deduplication on the multi-modal state information set of the chemicals and then performing association identification to obtain a multi-modal association information set; performing chemical risk identification on the de-duplicated multi-modal chemical information set to obtain a to-be-tracked chemical information set; and performing trajectory tracking early warning on the to-be-tracked chemical article information set to obtain a chemical article trajectory early warning information set, and performing early warning interception on the to-be-tracked chemical article information set. According to the embodiment, a data barrier can be broken, data sharing and safety are improved, and the accuracy of accurate interception and risk early warning of target chemicals is improved.
Owner:GUANGXI BEITOU XINCHUANG TECH INVESTMENT GRP CO LTD

Livestock identity recognition method and system based on unmanned aerial vehicle

The invention discloses a livestock identity recognition method and system based on an unmanned aerial vehicle, and relates to the technical field of livestock identity recognition, and the method comprises the steps: constructing an identity information database which comprises the electronic ear tag IDs of all target livestock individuals in a pasture, a visible light feature image, an infrared thermal imaging contour template and a historical motion behavior sequence in a cloud server; initialization of an unmanned aerial vehicle system carrying a visible light camera, an infrared thermal imager, an RFID reader and an edge calculation module is completed, and communication connection between the unmanned aerial vehicle system and a ground control station and between the unmanned aerial vehicle system and a cloud server is established; controlling the unmanned aerial vehicle to enter an inspection area, monitoring a ground target through a visible light camera, synchronously acquiring a visible light image, an infrared thermal image and a radio frequency response signal of a target individual when the livestock is detected to enter an effective identification range, and performing timestamp alignment on the three types of data; a first visual feature vector is extracted from the visible light image and a visual confidence score is generated.
Owner:NANJING YOUMU BIG DATA SERVICE CO LTD

System and method for measuring body weight and body size of sheep

The invention discloses a sheep weight and size measuring system and method, and relates to the technical field of animal husbandry breeding intelligent management. Firstly, the invention discloses a sheep weight and body size measuring system, which comprises a PLC (Programmable Logic Controller), a computer, a channel module, a blocking module, an identity recognition module, an entrance module, an image acquisition module, a weighing module and a grouping module, wherein the PLC is in communication connection with the computer. Secondly, the invention discloses a method for measuring the weight and the body size of the sheep, and the method comprises the following steps: S1, driving the sheep into a guide channel at the entrance of the system, and arranging a queue; and S2, a worker starts a blocking module to communicate the recognition channel with the guide channel, and after the first sheep enters the recognition channel, the blocking module is started again to block the space between the recognition channel and the guide channel and block the next sheep. The device has the advantages of automation, high precision and non-contact, so that personal errors and sheep stress are reduced, and the working efficiency is improved.
Owner:广西农业职业技术大学 +1

Automatic driving vehicle data processing system based on identity recognition

The invention relates to the technical field of data processing, in particular to an automatic driving vehicle data processing system based on identity recognition, comprising: a data acquisition module outputting an original data stream carrying a digital signature; the preprocessing module filters illegal data streams according to the digital signature, and outputs time-aligned laser radar data and visual data; the feature fusion module outputs a six-degree-of-freedom pose estimation result; the safety processing module generates safety feature descriptors according to the cosine similarity, the timestamp difference constraint range and the encryption seeds; the verification storage module stores the Merkel tree, the encrypted point cloud and the encrypted image to a candidate node group; and the calibration module calculates a correlation coefficient between the timestamp of the visual data and the timestamp of the laser radar data, and reconfigures a hardware trigger time sequence of the data acquisition module. According to the method, the problem of cross-modal data fusion credibility caused by sensor clock skew is solved, and the identity recognition accuracy is improved.
Owner:CHINA AUTOMOTIVE INFORMATION TECH (TIANJIN) CO LTD

Reliable identification method and system for door lock cooperation

The invention discloses a reliable recognition method and system for door lock cooperation, and the method comprises the steps: building a binding relation between a mobile phone MAC address and a face feature vector according to a door opening event of the first face recognition of a resident, and constructing a directional multicast network based on the MAC address; according to the movement of the resident on the home returning path, a recognition request is sent to a directional multicast network through a door lock by collecting an MAC list and capturing a human face, and a resident identity recognition result is obtained; according to an identification request that a subsequent door lock encounters face shielding, a data complementation mechanism of a previous door lock is triggered, and service takeover is realized through an IGMP leaving message, so that a complete identity identification result is obtained; and according to the resident leaving trigger event, a leaving message is transmitted through a directional multicast network, the identity of a leaving person is confirmed through a passing door lock, and an in-home duration statistical result is obtained. According to the embodiment of the invention, the identity recognition is high in reliability, the single-point fault can be complemented, and the value-added service is precise.
Owner:DESSMANN CHINA MACHINERY & ELECTRONICS

Campus intelligent alarm linkage method and system based on face recognition

The invention discloses a campus intelligent alarm linkage method and system based on face recognition, and the method comprises the steps: collecting a video stream in real time, and extracting a face image in a video frame through a face detection algorithm; comparing the face image with a white list database pre-stored in a campus in real time, and generating an identity recognition result and a confidence score of the face; calculating the threat level of the current behavior scene through a dynamic early warning judgment model and generating a graded early warning signal based on the identity recognition result and the confidence score in combination with the real-time analysis of the personnel behavior scene; automatically triggering a corresponding equipment linkage instruction according to the graded early warning signal; and on the basis of the execution state of the equipment linkage instruction and a subsequent video analysis result, generating a complete security event disposal report containing an incident position, an incident-related personnel image and a disposal suggestion. According to the embodiment of the invention, the active early warning capability and the emergency response efficiency of the campus security system can be improved.
Owner:ZHEJIANG TONGJI VOCATIONAL COLLEGE OF SCI & TECH +1

Multi-modal gait recognition method and device for breeding personnel identity recognition

The invention provides a multi-modal gait recognition method and device for breeding personnel identity recognition, and relates to the technical field of gait recognition, and the method comprises the steps: detecting an operator in a breeding scene monitoring video, carrying out the target tracking, and extracting a gait sequence frame based on a target frame, and extracting a human body connected domain from the gait sequence frame to generate a human body silhouette image, performing human body analysis on the gait sequence frame to segment a human body analysis image of seven types of semantic parts, and inputting the human body silhouette image and the human body analysis image into the multi-modal gait recognition model to obtain a personnel identity recognition result output by the multi-modal gait recognition model. Wherein the multi-modal gait recognition model is obtained based on multi-modal data training of a plurality of gait samples with personnel identity tags, the multi-modal data comprises a human body silhouette and a human body analysis graph, and the multi-modal gait recognition model is used for fusing feature information of the human body silhouette and the human body analysis graph frame by frame. And personnel identity recognition is carried out based on the fused feature information.
Owner:BEIJING RES CENT FOR INFORMATION TECH & AGRI

Collaborative robot control method based on adaptive observer and neural network

The invention relates to a cooperative robot control method based on a self-adaptive observer and a neural network. The cooperative robot control method comprises the steps of system modeling and signal collection, operator identity recognition and feature extraction, super-spiral disturbance observer, frequency domain self-adaptive admittance filter and composite control law synthesis. A kinetic model is constructed and disturbance terms are defined by collecting man-machine interaction torque and joint states in real time; extracting the characteristics of an operator, carrying out identity recognition by adopting an incremental DBSCAN algorithm, and associating personalized admittance parameters; designing a super-spiral disturbance observer to dynamically estimate disturbance; adaptively adjusting admittance parameters according to the identity of the operator and the frequency band characteristics to generate an expected trajectory; and the sliding mode control and the double-loop neural network compensation item are combined to synthesize the control torque, so that high-precision and smooth man-machine interaction control is realized. The method has the advantages of being high in anti-interference performance, good in personalized adaptability, high in tracking precision and the like.
Owner:INEXBOT

Multi-tenant API key authentication and resource isolation system in containerized environment

The invention discloses a multi-tenant API key authentication and resource isolation system in a containerized environment, and relates to the field of containerized multi-tenant authentication. Comprising an authentication authorization layer, a resource management and control layer and a security isolation layer. The authentication authorization layer comprises a multi-tenant authentication engine, an API key verification sub-module, a tenant identity recognition sub-module, an authority cascade verification sub-module and a dynamic authority calculation sub-module. And the resource management and control layer comprises a resource quota manager, a dynamic quota allocation sub-module, a real-time use monitoring sub-module, a threshold alarm control sub-module and an elastic capacity expansion and contraction sub-module. The security isolation layer comprises a multi-dimensional isolation engine, a container network isolation sub-module, a storage space isolation sub-module, a process permission isolation sub-module and a system call filtering sub-module; deep fusion of API authentication and container resource control is realized, a dynamic resource quota management mechanism based on tenant identities is established, and fine-grained API authority control and resource use limitation are provided.
Owner:CHINA IND INTERNET RES INST

Pet healthy feeding method and device based on multi-modal identification and dynamic decision

PendingCN121286356AAnimal feeding devicesBiological modelsPattern recognitionBioelectrical impedance analysis
The invention discloses a pet healthy feeding method and device based on multi-mode recognition and dynamic decision, and relates to the technical field of pet feeding, and the method comprises the steps: carrying out the dual-mode identity recognition through pet image data, and obtaining a pet identity recognition result; performing bioelectrical impedance analysis based on the pet identity recognition result to obtain pet physiological indexes; according to the pet identity recognition result and the pet physiological indexes, dynamic decision making is carried out, and an optimal feeding decision is obtained; a feeding instruction is executed according to the optimal feeding decision, and a pet healthy feeding result is obtained. According to the invention, the problems of feeding conflict, single health monitoring, feeding decision stiffness and the like of a multi-pet family are solved, and unprecedented accurate, intelligent and dynamic pet health management is realized.
Owner:SHENZHEN UASCENT TECH CO LTD