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A Comprehensive Survey on Deep Gait Recognition: Algorithms, Datasets, and Challenges
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 …
long-distance and less-cooperation pedestrian recognition. Recently, significant advances …
Opengait: Revisiting gait recognition towards better practicality
Gait recognition is one of the most critical long-distance identification technologies and
increasingly gains popularity in both research and industry communities. Despite the …
increasingly gains popularity in both research and industry communities. Despite the …
Gait recognition in the wild with dense 3d representations and a benchmark
Existing studies for gait recognition are dominated by 2D representations like the silhouette
or skeleton of the human body in constrained scenes. However, humans live and walk in the …
or skeleton of the human body in constrained scenes. However, humans live and walk in the …
Gaitgci: Generative counterfactual intervention for gait recognition
Gait is one of the most promising biometrics that aims to identify pedestrians from their
walking patterns. However, prevailing methods are susceptible to confounders, resulting in …
walking patterns. However, prevailing methods are susceptible to confounders, resulting in …
Dynamic aggregated network for gait recognition
Gait recognition is beneficial for a variety of applications, including video surveillance, crime
scene investigation, and social security, to mention a few. However, gait recognition often …
scene investigation, and social security, to mention a few. However, gait recognition often …
Dygait: Exploiting dynamic representations for high-performance gait recognition
Gait recognition is a biometric technology that recognizes the identity of humans through
their walking patterns. Compared with other biometric technologies, gait recognition is more …
their walking patterns. Compared with other biometric technologies, gait recognition is more …
Lidargait: Benchmarking 3d gait recognition with point clouds
Video-based gait recognition has achieved impressive results in constrained scenarios.
However, visual cameras neglect human 3D structure information, which limits the feasibility …
However, visual cameras neglect human 3D structure information, which limits the feasibility …
Biggait: Learning gait representation you want by large vision models
Gait recognition stands as one of the most pivotal remote identification technologies and
progressively expands across research and industry communities. However existing gait …
progressively expands across research and industry communities. However existing gait …
Lagrange motion analysis and view embeddings for improved gait recognition
Gait is considered the walking pattern of human body, which includes both shape and
motion cues. However, the main-stream appearance-based methods for gait recognition rely …
motion cues. However, the main-stream appearance-based methods for gait recognition rely …
Fine-grained unsupervised domain adaptation for gait recognition
Gait recognition has emerged as a promising technique for the long-range retrieval of
pedestrians, providing numerous advantages such as accurate identification in challenging …
pedestrians, providing numerous advantages such as accurate identification in challenging …