mmGaitSet: multimodal based gait recognition for countering carrying and clothing changes
Sign Up to like & getrecommendations! Published in 2022 at "Applied Intelligence"
DOI: 10.1007/s10489-021-02484-2
Abstract: This paper studies robust gait features against pedestrian carrying and clothing condition changes. Inspired by the fact that humans pay more attention to pose details based on part movements when completing a gait recognition task,… read more here.
Keywords: carrying clothing; modal fusion; gait recognition;
Combining weighted adaptive CS-LBP and local linear discriminant projection for gait recognition
Sign Up to like & getrecommendations! Published in 2017 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-017-4884-6
Abstract: With the increasing demands of the remote surveillance system, the gait based personal identification research has obtained more and more attention from biometric recognition researchers. The gait sequence is easier to be affected by factors… read more here.
Keywords: weighted adaptive; method; recognition; lbp local ... See more keywords
A generic codebook based approach for gait recognition
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DOI: 10.1007/s11042-019-08007-z
Abstract: Gait refers to the walking style of a person and it has emerged as an important biometric feature for person identification. The gait recognition algorithms proposed in literature exploit various types of information from the… read more here.
Keywords: gait recognition; generic codebook; using generic; gait ... See more keywords
Speed-Invariant Gait Recognition Using Single-Support Gait Energy Image
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DOI: 10.1007/s11042-019-7712-3
Abstract: Gait is one of the most popular behavioral biometrics because it can be authenticated at a distance from a camera without subject cooperation. Speed differences between matching pairs, however, cause significant performance drops in gait… read more here.
Keywords: single support; gait recognition; speed; gait ... See more keywords
Gait recognition via random forests based on wearable inertial measurement unit
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-020-01870-x
Abstract: In recent years, gait detection has been widely used in medical rehabilitation, smart phone, criminal investigation, navigation and positioning and other fields. With the rapid development of micro-electro mechanical systems, inertial measurement unit (IMU) has… read more here.
Keywords: recognition; gait recognition; recognition via; inertial measurement ... See more keywords
Generalized linear discriminant analysis based on euclidean norm for gait recognition
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-016-0540-0
Abstract: One of the key issues in gait recognition is how to extract the low dimensional feature. Linear Discriminant Analysis (LDA) is a commonly used method for linear dimension reduction. This paper proposed a generalized LDA… read more here.
Keywords: linear discriminant; based euclidean; recognition; gait recognition ... See more keywords
Multi-stream part-fused graph convolutional networks for skeleton-based gait recognition
Sign Up to like & getrecommendations! Published in 2022 at "Connection Science"
DOI: 10.1080/09540091.2022.2026294
Abstract: Gait recognition, a task of identifying people through their walking pattern, has attracted more and more researchers' attention. At present, most skeleton-based gait recognition approaches extract gait features from merely joint coordinates. However, the information,… read more here.
Keywords: recognition; graph convolutional; gait recognition; multi stream ... See more keywords
Gait Recognition With Wearable Sensors Using Modified Residual Block-Based Lightweight CNN
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DOI: 10.1109/access.2022.3168019
Abstract: Gait recognition with wearable sensors is an effective approach to identifying people by recognizing their distinctive walking patterns. Deep learning-based networks have recently emerged as a promising technique in gait recognition, yielding better performance than… read more here.
Keywords: recognition; modified residual; recognition wearable; residual block ... See more keywords
Multi-view Gait Recognition on Unconstrained Path Using Graph Convolutional Neural Network
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DOI: 10.1109/access.2022.3176873
Abstract: Human gait recognition is a valuable biometric trait with vast applications in security domain. In most situations, the gait data is collected while the subject walks straight. Thus, the performance of the gait recognition system… read more here.
Keywords: recognition; gait recognition; neural network; unconstrained path ... See more keywords
Enhanced Spatial-Temporal Salience for Cross-View Gait Recognition
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DOI: 10.1109/tcsvt.2022.3175959
Abstract: Gait recognition can be used in person identification and re-identification by itself or in conjunction with other biometrics. Although gait has both spatial and temporal attributes, and it has been observed that decoupling spatial feature… read more here.
Keywords: gait recognition; view gait; spatial temporal; cross view ... See more keywords
GII Representation-Based Cross-View Gait Recognition by Discriminative Projection With List-Wise Constraints.
Sign Up to like & getrecommendations! Published in 2018 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2017.2752759
Abstract: Remote person identification by gait is one of the most important topics in the field of computer vision and pattern recognition. However, gait recognition suffers severely from the appearance variance caused by the view change.… read more here.
Keywords: view; recognition; view gait; cross view ... See more keywords