Gait feature learning via spatio-temporal two-branch networks

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Published inPattern recognition Vol. 147; p. 110090
Main Authors Chen, Yifan, Li, Xuelong
Format Journal Article
LanguageEnglish
Published 01.03.2024
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ArticleNumber 110090
Author Li, Xuelong
Chen, Yifan
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Cites_doi 10.1007/s00521-020-04811-z
10.1109/CVPRW.2017.80
10.1109/IJCB.2011.6117582
10.1109/TSMCC.2007.913886
10.1609/aaai.v33i01.33018126
10.1016/j.patcog.2021.108453
10.1109/ICPR.2016.7899654
10.1109/TIP.2021.3055936
10.1109/CVPR42600.2020.01423
10.1109/ICCV48922.2021.01438
10.1109/TPAMI.2016.2545669
10.1109/ICIP42928.2021.9506231
10.3390/math11122612
10.1109/TSMCB.2010.2042166
10.1016/j.procs.2021.10.022
10.1609/aaai.v32i1.12328
10.1109/TIFS.2018.2844819
10.1016/j.patcog.2017.01.003
10.1109/GCCE53005.2021.9622020
10.1109/TIP.2022.3164543
10.1109/TIP.2019.2926208
10.1016/j.patcog.2019.106988
10.1109/TCSVT.2021.3095290
10.1109/TBIOM.2020.3031470
10.1109/TIFS.2019.2901823
10.1007/978-3-319-69923-3_51
10.1109/ICPR.2018.8545040
10.1109/IJCB48548.2020.9304910
10.1109/TCYB.2017.2682280
10.1109/ICPR48806.2021.9412517
10.1109/BDICN55575.2022.00018
10.1016/j.patcog.2017.09.005
10.1109/TPAMI.2006.38
10.1109/EMBC.2019.8857607
10.1109/CVPR.2019.00652
10.1109/TCSVT.2022.3175959
10.1109/TMM.2019.2900134
10.1109/ICASSP.2016.7472194
10.1109/ACCESS.2020.2967845
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References 10.1016/j.patcog.2023.110090_b41
10.1016/j.patcog.2023.110090_b20
Chao (10.1016/j.patcog.2023.110090_b16) 2021; 44
10.1016/j.patcog.2023.110090_b43
10.1016/j.patcog.2023.110090_b23
Gadaleta (10.1016/j.patcog.2023.110090_b3) 2018; 74
Hou (10.1016/j.patcog.2023.110090_b4) 2022
10.1016/j.patcog.2023.110090_b47
10.1016/j.patcog.2023.110090_b26
10.1016/j.patcog.2023.110090_b27
Sepas-Moghaddam (10.1016/j.patcog.2023.110090_b40) 2020; 3
Dou (10.1016/j.patcog.2023.110090_b18) 2022
Xu (10.1016/j.patcog.2023.110090_b25) 2021
Zhang (10.1016/j.patcog.2023.110090_b38) 2010; 40
Wu (10.1016/j.patcog.2023.110090_b7) 2016; 39
10.1016/j.patcog.2023.110090_b8
Zou (10.1016/j.patcog.2023.110090_b21) 2017; 48
Chen (10.1016/j.patcog.2023.110090_b14) 2021; 30
10.1016/j.patcog.2023.110090_b30
10.1016/j.patcog.2023.110090_b10
Yousef (10.1016/j.patcog.2023.110090_b12) 2023
10.1016/j.patcog.2023.110090_b32
10.1016/j.patcog.2023.110090_b34
10.1016/j.patcog.2023.110090_b13
Huang (10.1016/j.patcog.2023.110090_b24) 2022
Jun (10.1016/j.patcog.2023.110090_b42) 2020; 8
Sivolobov (10.1016/j.patcog.2023.110090_b5) 2021; 193
10.1016/j.patcog.2023.110090_b36
Narayan (10.1016/j.patcog.2023.110090_b11) 2023
10.1016/j.patcog.2023.110090_b15
Li (10.1016/j.patcog.2023.110090_b28) 2022
10.1016/j.patcog.2023.110090_b37
Li (10.1016/j.patcog.2023.110090_b44) 2008; 38
Li (10.1016/j.patcog.2023.110090_b48) 2022
Zhang (10.1016/j.patcog.2023.110090_b45) 2019; 29
10.1016/j.patcog.2023.110090_b17
He (10.1016/j.patcog.2023.110090_b33) 2018; 14
Choi (10.1016/j.patcog.2023.110090_b2) 2019; 14
10.1016/j.patcog.2023.110090_b19
Li (10.1016/j.patcog.2023.110090_b31) 2019; 21
Castro (10.1016/j.patcog.2023.110090_b6) 2020; 32
Ma (10.1016/j.patcog.2023.110090_b1) 2017; 66
Li (10.1016/j.patcog.2023.110090_b22) 2022; 124
Wan (10.1016/j.patcog.2023.110090_b9) 2023; 11
Qin (10.1016/j.patcog.2023.110090_b46) 2021; 32
Lin (10.1016/j.patcog.2023.110090_b29) 2021
Han (10.1016/j.patcog.2023.110090_b35) 2005; 28
Song (10.1016/j.patcog.2023.110090_b39) 2019; 96
References_xml – volume: 32
  start-page: 14173
  issue: 17
  year: 2020
  ident: 10.1016/j.patcog.2023.110090_b6
  article-title: Multimodal feature fusion for CNN-based gait recognition: an empirical comparison
  publication-title: Neural Comput. Appl.
  doi: 10.1007/s00521-020-04811-z
– ident: 10.1016/j.patcog.2023.110090_b13
  doi: 10.1109/CVPRW.2017.80
– ident: 10.1016/j.patcog.2023.110090_b27
  doi: 10.1109/IJCB.2011.6117582
– volume: 38
  start-page: 145
  issue: 2
  year: 2008
  ident: 10.1016/j.patcog.2023.110090_b44
  article-title: Gait components and their application to gender recognition
  publication-title: IEEE Trans. Syst. Man Cybern. C
  doi: 10.1109/TSMCC.2007.913886
– ident: 10.1016/j.patcog.2023.110090_b15
  doi: 10.1609/aaai.v33i01.33018126
– volume: 124
  year: 2022
  ident: 10.1016/j.patcog.2023.110090_b22
  article-title: GaitSlice: A gait recognition model based on spatio-temporal slice features
  publication-title: Pattern Recognit.
  doi: 10.1016/j.patcog.2021.108453
– ident: 10.1016/j.patcog.2023.110090_b41
  doi: 10.1109/ICPR.2016.7899654
– volume: 30
  start-page: 3041
  year: 2021
  ident: 10.1016/j.patcog.2023.110090_b14
  article-title: Multi-view gait image generation for cross-view gait recognition
  publication-title: IEEE Trans. Image Process.
  doi: 10.1109/TIP.2021.3055936
– ident: 10.1016/j.patcog.2023.110090_b17
  doi: 10.1109/CVPR42600.2020.01423
– ident: 10.1016/j.patcog.2023.110090_b19
  doi: 10.1109/ICCV48922.2021.01438
– volume: 39
  start-page: 209
  issue: 2
  year: 2016
  ident: 10.1016/j.patcog.2023.110090_b7
  article-title: A comprehensive study on cross-view gait based human identification with deep cnns
  publication-title: IEEE Trans. Pattern Anal. Mach. Intell.
  doi: 10.1109/TPAMI.2016.2545669
– ident: 10.1016/j.patcog.2023.110090_b23
  doi: 10.1109/ICIP42928.2021.9506231
– volume: 11
  start-page: 2612
  issue: 12
  year: 2023
  ident: 10.1016/j.patcog.2023.110090_b9
  article-title: Omni-domain feature extraction method for gait recognition
  publication-title: Mathematics
  doi: 10.3390/math11122612
– volume: 40
  start-page: 986
  issue: 4
  year: 2010
  ident: 10.1016/j.patcog.2023.110090_b38
  article-title: Low-resolution gait recognition
  publication-title: IEEE Trans. Syst. Man Cybern. B
  doi: 10.1109/TSMCB.2010.2042166
– start-page: 763
  year: 2023
  ident: 10.1016/j.patcog.2023.110090_b11
  article-title: Deep learning approaches for human gait recognition: A review
– volume: 193
  start-page: 220
  year: 2021
  ident: 10.1016/j.patcog.2023.110090_b5
  article-title: Human gait feature extraction method
  publication-title: Procedia Comput. Sci.
  doi: 10.1016/j.procs.2021.10.022
– ident: 10.1016/j.patcog.2023.110090_b36
  doi: 10.1609/aaai.v32i1.12328
– volume: 14
  start-page: 102
  issue: 1
  year: 2018
  ident: 10.1016/j.patcog.2023.110090_b33
  article-title: Multi-task GANs for view-specific feature learning in gait recognition
  publication-title: IEEE Trans. Inf. Forensics Secur.
  doi: 10.1109/TIFS.2018.2844819
– volume: 66
  start-page: 280
  year: 2017
  ident: 10.1016/j.patcog.2023.110090_b1
  article-title: A general subspace ensemble learning framework via totally-corrective boosting and tensor-based and local patch-based extensions for gait recognition
  publication-title: Pattern Recognit.
  doi: 10.1016/j.patcog.2017.01.003
– ident: 10.1016/j.patcog.2023.110090_b8
  doi: 10.1109/GCCE53005.2021.9622020
– start-page: 1
  year: 2023
  ident: 10.1016/j.patcog.2023.110090_b12
  article-title: Model-based and model-free deep features fusion for high performed human gait recognition
  publication-title: J. Supercomput.
– year: 2022
  ident: 10.1016/j.patcog.2023.110090_b18
  article-title: GaitMPL: Gait recognition with memory-augmented progressive learning
  publication-title: IEEE Trans. Image Process.
  doi: 10.1109/TIP.2022.3164543
– volume: 29
  start-page: 1001
  year: 2019
  ident: 10.1016/j.patcog.2023.110090_b45
  article-title: Cross-view gait recognition by discriminative feature learning
  publication-title: IEEE Trans. Image Process.
  doi: 10.1109/TIP.2019.2926208
– volume: 96
  year: 2019
  ident: 10.1016/j.patcog.2023.110090_b39
  article-title: Gaitnet: An end-to-end network for gait based human identification
  publication-title: Pattern Recognit.
  doi: 10.1016/j.patcog.2019.106988
– volume: 32
  start-page: 2990
  issue: 5
  year: 2021
  ident: 10.1016/j.patcog.2023.110090_b46
  article-title: Rpnet: Gait recognition with relationships between each body-parts
  publication-title: IEEE Trans. Circuits Syst. Video Technol.
  doi: 10.1109/TCSVT.2021.3095290
– volume: 3
  start-page: 124
  issue: 1
  year: 2020
  ident: 10.1016/j.patcog.2023.110090_b40
  article-title: View-invariant gait recognition with attentive recurrent learning of partial representations
  publication-title: IEEE Trans. Biom. Behav. Identity Sci.
  doi: 10.1109/TBIOM.2020.3031470
– volume: 14
  start-page: 2577
  issue: 10
  year: 2019
  ident: 10.1016/j.patcog.2023.110090_b2
  article-title: Skeleton-based gait recognition via robust frame-level matching
  publication-title: IEEE Trans. Inf. Forensics Secur.
  doi: 10.1109/TIFS.2019.2901823
– ident: 10.1016/j.patcog.2023.110090_b37
  doi: 10.1007/978-3-319-69923-3_51
– ident: 10.1016/j.patcog.2023.110090_b26
  doi: 10.1109/ICPR.2018.8545040
– ident: 10.1016/j.patcog.2023.110090_b10
  doi: 10.1109/IJCB48548.2020.9304910
– volume: 48
  start-page: 1136
  issue: 4
  year: 2017
  ident: 10.1016/j.patcog.2023.110090_b21
  article-title: Robust gait recognition by integrating inertial and RGBD sensors
  publication-title: IEEE Trans. Cybern.
  doi: 10.1109/TCYB.2017.2682280
– ident: 10.1016/j.patcog.2023.110090_b30
  doi: 10.1109/ICPR48806.2021.9412517
– ident: 10.1016/j.patcog.2023.110090_b32
  doi: 10.1109/BDICN55575.2022.00018
– volume: 74
  start-page: 25
  year: 2018
  ident: 10.1016/j.patcog.2023.110090_b3
  article-title: Idnet: Smartphone-based gait recognition with convolutional neural networks
  publication-title: Pattern Recognit.
  doi: 10.1016/j.patcog.2017.09.005
– year: 2022
  ident: 10.1016/j.patcog.2023.110090_b4
  article-title: Gait quality aware network: Toward the interpretability of Silhouette-Based Gait recognition
  publication-title: IEEE Trans. Neural Netw. Learn. Syst.
– volume: 28
  start-page: 316
  issue: 2
  year: 2005
  ident: 10.1016/j.patcog.2023.110090_b35
  article-title: Individual recognition using gait energy image
  publication-title: IEEE Trans. Pattern Anal. Mach. Intell.
  doi: 10.1109/TPAMI.2006.38
– year: 2021
  ident: 10.1016/j.patcog.2023.110090_b25
  article-title: Gait recognition based on local graphical skeleton descriptor with pairwise similarity network
  publication-title: IEEE Trans. Multimed.
– ident: 10.1016/j.patcog.2023.110090_b43
  doi: 10.1109/EMBC.2019.8857607
– ident: 10.1016/j.patcog.2023.110090_b20
  doi: 10.1109/CVPR.2019.00652
– year: 2022
  ident: 10.1016/j.patcog.2023.110090_b28
  article-title: A strong and robust skeleton-based gait recognition method with gait periodicity priors
  publication-title: IEEE Trans. Multimed.
– year: 2022
  ident: 10.1016/j.patcog.2023.110090_b24
  article-title: Enhanced spatial-temporal salience for cross-view gait recognition
  publication-title: IEEE Trans. Circuits Syst. Video Technol.
  doi: 10.1109/TCSVT.2022.3175959
– start-page: 2998
  year: 2021
  ident: 10.1016/j.patcog.2023.110090_b29
  article-title: Multi-scale temporal information extractor for gait recognition
– volume: 44
  start-page: 3467
  issue: 7
  year: 2021
  ident: 10.1016/j.patcog.2023.110090_b16
  article-title: GaitSet: Cross-view gait recognition through utilizing gait as a deep set
  publication-title: IEEE Trans. Pattern Anal. Mach. Intell.
– volume: 21
  start-page: 2361
  issue: 9
  year: 2019
  ident: 10.1016/j.patcog.2023.110090_b31
  article-title: Attentive spatial–temporal summary networks for feature learning in irregular gait recognition
  publication-title: IEEE Trans. Multimed.
  doi: 10.1109/TMM.2019.2900134
– ident: 10.1016/j.patcog.2023.110090_b47
– ident: 10.1016/j.patcog.2023.110090_b34
  doi: 10.1109/ICASSP.2016.7472194
– volume: 8
  start-page: 19196
  year: 2020
  ident: 10.1016/j.patcog.2023.110090_b42
  article-title: Feature extraction using an RNN autoencoder for skeleton-based abnormal gait recognition
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2020.2967845
– year: 2022
  ident: 10.1016/j.patcog.2023.110090_b48
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