A comprehensive survey on deep gait recognition: algorithms, datasets and challenges
Gait recognition aims at identifying a person at a distance through visual cameras. With the
emergence of deep learning, significant advancements in gait recognition have achieved …
emergence of deep learning, significant advancements in gait recognition have achieved …
An in-depth exploration of person re-identification and gait recognition in cloth-changing conditions
The target of person re-identification (ReID) and gait recognition is consistent, that is to
match the target pedestrian under surveillance cameras. For the cloth-changing problem …
match the target pedestrian under surveillance cameras. For the cloth-changing problem …
A review of techniques on gait-based person re-identification
Copyright (c) 2023 Babak Rahi, Maozhen Li and Man Qi. Person re-identification at a
distance across multiple non-overlapping cameras has been an active research area for …
distance across multiple non-overlapping cameras has been an active research area for …
[HTML][HTML] Human gait recognition subject to different covariate factors in a multi-view environment
Gait recognition provides the opportunity to identify different walking styles of people without
physical intervention. However, covariates such as changing clothes and carrying conditions …
physical intervention. However, covariates such as changing clothes and carrying conditions …
Learning gait representation from massive unlabelled walking videos: A benchmark
Gait depicts individuals' unique and distinguishing walking patterns and has become one of
the most promising biometric features for human identification. As a fine-grained recognition …
the most promising biometric features for human identification. As a fine-grained recognition …
[HTML][HTML] GaitGCN++: Improving GCN-based gait recognition with part-wise attention and DropGraph
Gait recognition is becoming one of the promising methods for biometric authentication
owing to its self-effacing nature. Contemporary approaches of joint position-based gait …
owing to its self-effacing nature. Contemporary approaches of joint position-based gait …
Generalized inter-class loss for gait recognition
Gait recognition is a unique biometric technique that can be performed at a long distance
non-cooperatively and has broad applications in public safety and intelligent traffic systems …
non-cooperatively and has broad applications in public safety and intelligent traffic systems …
Gaitpt: Skeletons are all you need for gait recognition
The analysis of patterns of walking is an important area of research that has numerous
applications in security, healthcare, sports and human-computer interaction. Lately, walking …
applications in security, healthcare, sports and human-computer interaction. Lately, walking …
Long-term person re-identification based on appearance and gait feature fusion under covariate changes
Person re-identification (Re-ID) technology has been a research hotspot in intelligent video
surveillance, which accurately retrieves specific pedestrians from massive video data. Most …
surveillance, which accurately retrieves specific pedestrians from massive video data. Most …
A comprehensive study on the evaluation of silhouette-based gait recognition
Recently the methods based on silhouettes achieve significant improvement for gait
recognition. The performance, eg, 96.4% on the largest OUMVLP, indicates that a promising …
recognition. The performance, eg, 96.4% on the largest OUMVLP, indicates that a promising …