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

C Shen, S Yu, J Wang, GQ Huang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Gait recognition aims to identify a person at a distance, serving as a promising solution for
long-distance and less-cooperation pedestrian recognition. Recently, significant advances …

SpheriGait: Enriching Spatial Representation via Spherical Projection for LiDAR-based Gait Recognition

Y Wang, Z Chang, C Wu, Z Cheng, H Gao - ar** for Gait Recognition: Does Constant-velocity Locomotion Assumption Improve Gait Recognition Accuracy?
T Okimura, X Li, C Xu, Y Yagi - 2024 IEEE International Joint …, 2024 - ieeexplore.ieee.org
Most of gait recognition studies focus on feature extraction and matching steps by using
cropped image sequences as inputs. We usually use frame-by-frame tight bounding boxes …

[HTML][HTML] Exploring Gait Recognition in Wild Nighttime Scenes

H Li, W Gong, Y Li, Y Wu, K Li, J Gonzàlez - Applied Sciences, 2025 - mdpi.com
Currently, gait recognition research is gradually expanding from ideal indoor environments
to real-world outdoor scenarios. However, recognition scenarios in practical applications are …

Temporally deformable convolution for gait recognition

J Kim, B Kim, H Lee - IEEE Access, 2025 - ieeexplore.ieee.org
Gait recognition is a biometric technology that identifies individuals based on the unique
characteristics of their gait. With the advancement of deep learning based computer vision …

HorGait: A Hybrid Model for Accurate Gait Recognition in LiDAR Point Cloud Planar Projections

J Hao, Y Wang, Z Chang, H Gao, Z Cheng… - arxiv preprint arxiv …, 2024 - arxiv.org
Gait recognition is a remote biometric technology that utilizes the dynamic characteristics of
human movement to identify individuals even under various extreme lighting conditions …

MRGait: A Multi-range feature learning framework for Cross-View Gait Recognition

MS Shakeel, K Liu, X Liao, W Kang - Proceedings of the 6th ACM …, 2024 - dl.acm.org
Gait recognition (GR) in the wild is a challenging research problem with a unique potential in
terms of addressing social security problems. Human beings learn gait motion …