Search Results for author: Chuanfu Shen

Found 9 papers, 7 papers with code

Cross-Modality Gait Recognition: Bridging LiDAR and Camera Modalities for Human Identification

no code implementations4 Apr 2024 Rui Wang, Chuanfu Shen, Manuel J. Marin-Jimenez, George Q. Huang, Shiqi Yu

Current gait recognition research mainly focuses on identifying pedestrians captured by the same type of sensor, neglecting the fact that individuals may be captured by different sensors in order to adapt to various environments.

Gait Recognition

Cross-Covariate Gait Recognition: A Benchmark

2 code implementations22 Dec 2023 Shinan Zou, Chao Fan, Jianbo Xiong, Chuanfu Shen, Shiqi Yu, Jin Tang

Compared to existing datasets, CCGR has both population and individual-level diversity.

Gait Recognition

SkeletonGait: Gait Recognition Using Skeleton Maps

1 code implementation22 Nov 2023 Chao Fan, Jingzhe Ma, Dongyang Jin, Chuanfu Shen, Shiqi Yu

In this paper, we introduce a novel skeletal gait representation named skeleton map, together with SkeletonGait, a skeleton-based method to exploit structural information from human skeleton maps.

Gait Recognition

OpenGait: Revisiting Gait Recognition Toward Better Practicality

1 code implementation12 Nov 2022 Chao Fan, Junhao Liang, Chuanfu Shen, Saihui Hou, Yongzhen Huang, Shiqi Yu

To this end, we first develop a flexible and efficient gait recognition codebase named OpenGait.

Gait Recognition

A Comprehensive Survey on Deep Gait Recognition: Algorithms, Datasets and Challenges

1 code implementation28 Jun 2022 Chuanfu Shen, Shiqi Yu, Jilong Wang, George Q. Huang, Liang Wang

We provide a comprehensive survey on recent literature using deep learning and a discussion on the privacy and security of gait biometrics.

Gait Recognition Representation Learning

Gait Recognition with Mask-based Regularization

no code implementations8 Mar 2022 Chuanfu Shen, Beibei Lin, Shunli Zhang, George Q. Huang, Shiqi Yu, Xin Yu

Also, we design an Inception-like ReverseMask Block, which has three branches composed of a global branch, a feature dropping branch, and a feature scaling branch.

Multiview Gait Recognition

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