Occlusion-Aware Human Mesh Model-Based Gait Recognition.

Chi Xu 0003, Yasushi Makihara, Xiang Li 0028, Yasushi Yagi

IEEE Transactions on Information Forensics and Security　Vol. 18　p. 1309-1321　2023　Research paper (scientific journal)

Multi-View Large Population Gait Database With Human Meshes and Its Performance Evaluation

Xiang Li, Yasushi Makihara, Chi Xu, Yasushi Yagi

IEEE Transactions on Biometrics, Behavior, and Identity Science　Vol. 4　No. 2　p. 234-248　2022/04　Research paper (scientific journal)

End-to-end Model-based Gait Recognition using Synchronized Multi-view Pose Constraint

Xiang Li, Yasushi Makihara, Chi Xu, Yasushi Yagi

Proceedings of the IEEE International Conference on Computer Vision　Vol. 2021-October　p. 4089-4098　2021/10　Research paper (international conference proceedings)

Uncertainty-Aware Gait-Based Age Estimation and its Applications

Chi Xu, Atsuya Sakata, Yasushi Makihara, Noriko Takemura, Daigo Muramatsu, Yasushi Yagi, Jianfeng Lu

IEEE Transactions on Biometrics, Behavior, and Identity Science　Vol. 3　No. 4　p. 479-494　2021/10/01　Research paper (scientific journal)

Cross-View Gait Recognition Using Pairwise Spatial Transformer Networks

Chi Xu, Yasushi Makihara, Xiang Li, Yasushi Yagi, Jianfeng Lu

IEEE Transactions on Circuits and Systems for Video Technology　Vol. 31　No. 1　p. 260-274　2021/01　Research paper (scientific journal)

Real-time gait-based age estimation and gender classification from a single image

Chi Xu, Yasushi Makihara, Ruochen Liao, Hirotaka Niitsuma, Xiang Li, Yasushi Yagi, Jianfeng Lu

Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021　p. 3459-3469　2021/01　Research paper (international conference proceedings)

End-to-End Model-Based Gait Recognition

Xiang Li, Yasushi Makihara, Chi Xu, Yasushi Yagi, Shiqi Yu, Mingwu Ren

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)　Vol. 12624 LNCS　p. 3-20　2020/12　Research paper (international conference proceedings)

Performance Evaluation of Model-Based Gait on Multi-View Very Large Population Database with Pose Sequences

Weizhi An, Shiqi Yu, Yasushi Makihara, Xinhui Wu, Chi Xu, Yang Yu, Rijun Liao, Yasushi Yagi

IEEE Transactions on Biometrics, Behavior, and Identity Science　Vol. 2　No. 4　p. 421-430　2020/10　Research paper (scientific journal)

DeformGait: Gait recognition under posture changes using deformation patterns between gait feature pairs

Chi Xu, Daisuke Adachi, Yasushi Makihara, Yasushi Yagi, Jianfeng Lu

IJCB 2020 - IEEE/IAPR International Joint Conference on Biometrics　2020/09/28　Research paper (international conference proceedings)

Gait recognition invariant to carried objects using alpha blending generative adversarial networks

Xiang Li, Yasushi Makihara, Chi Xu, Yasushi Yagi, Mingwu Ren

Pattern Recognition　Vol. 105　2020/09　Research paper (scientific journal)

Gait Recognition from a Single Image Using a Phase-Aware Gait Cycle Reconstruction Network

Chi Xu, Yasushi Makihara, Xiang Li, Yasushi Yagi, Jianfeng Lu

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)　Vol. 12364 LNCS　p. 386-403　2020/08　Research paper (international conference proceedings)

Gait recognition via semi-supervised disentangled representation learning to identity and covariate features

Xiang Li, Yasushi Makihara, Chi Xu, Yasushi Yagi, Mingwu Ren

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition　p. 13306-13316　2020/06　Research paper (international conference proceedings)

Joint Intensity Transformer Network for Gait Recognition Robust against Clothing and Carrying Status

Xiang Li, Yasushi Makihara, Chi Xu, Yasushi Yagi, Mingwu Ren

IEEE Transactions on Information Forensics and Security　Vol. 14　No. 12　p. 3102-3115　2019/12　Research paper (scientific journal)

Speed-Invariant Gait Recognition Using Single-Support Gait Energy Image

Chi Xu, Yasushi Makihara, Xiang Li, Yasushi Yagi, Jianfeng Lu

Multimedia Tools and Applications　Vol. 78　No. 18　p. 26509-26536　2019/09/30　Research paper (scientific journal)

Make the Bag Disappear: Carrying Status-invariant Gait-based Human Age Estimation using Parallel Generative Adversarial Networks

Xiang Li, Yasushi Makihara, Chi Xu, Yasushi Yagi, Mingwu Ren

2019 IEEE 10th International Conference on Biometrics Theory, Applications and Systems, BTAS 2019　2019/09　Research paper (international conference proceedings)

Gait-based age progression/regression: a baseline and performance evaluation by age group classification and cross-age gait identification

Chi Xu, Yasushi Makihara, Yasushi Yagi, Jianfeng Lu

Machine Vision and Applications　Vol. 30　No. 4　p. 629-644　2019/06/01　Research paper (scientific journal)

A geometric view transformation model using free-form deformation for cross-view gait recognition

Hazem El-Alfy, Chi Xu, Yasushi Makihara, Daigo Muramatsu, Yasushi Yagi

Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017　p. 935-940　2018/12/13　Research paper (international conference proceedings)

Gait-based human age estimation using age group-dependent manifold learning and regression

Xiang Li, Yasushi Makihara, Chi Xu, Yasushi Yagi, Mingwu Ren

Multimedia Tools and Applications　Vol. 77　No. 21　p. 28333-28354　2018/11/01　Research paper (scientific journal)

Gait energy response functions for gait recognition against various clothing and carrying status

Xiang Li, Yasushi Makihara, Chi Xu, Daigo Muramatsu, Yasushi Yagi, Mingwu Ren

Applied Sciences (Switzerland)　Vol. 8　No. 8　2018/08/16　Research paper (scientific journal)

Gait recognition by deformable registration

Yasushi Makihara, Daisuke Adachi, Chi Xu, Yasushi Yagi

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops　Vol. 2018-June　p. 674-684　2018/06/13　Research paper (international conference proceedings)

The OU-ISIR Gait Database comprising the Large Population Dataset with Age and performance evaluation of age estimation

Chi Xu, Yasushi Makihara, Gakuto Ogi, Xiang Li, Yasushi Yagi, Jianfeng Lu

IPSJ Transactions on Computer Vision and Applications　Vol. 9　No. 1　2017/12/01　Research paper (scientific journal)

Speed invariance vs. Stability: Cross-speed gait recognition using single-support gait energy image

Chi Xu, Yasushi Makihara, Xiang Li, Yasushi Yagi, Jianfeng Lu

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)　Vol. 10112 LNCS　p. 52-67　2016/11　Research paper (international conference proceedings)

Gait energy response function for clothing-invariant gait recognition

Xiang Li, Yasushi Makihara, Chi Xu, Daigo Muramatsu, Yasushi Yagi, Mingwu Ren

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)　Vol. 10112 LNCS　p. 257-272　2016/11　Research paper (international conference proceedings)