Gait Recognition

61 papers with code • 2 benchmarks • 9 datasets


Use these libraries to find Gait Recognition models and implementations

Most implemented papers

GaitSet: Regarding Gait as a Set for Cross-View Gait Recognition

AbnerHqC/GaitSet 15 Nov 2018

In this paper we present a novel perspective, where a gait is regarded as a set consisting of independent frames.

Human Gait Database for Normal Walk Collected by Smartphone Accelerometer

williamgilpin/fnn 4 May 2019

Gait recognition is the characterization of unique biometric patterns associated with each individual which can be utilized to identify a person without direct contact.

GaitPart: Temporal Part-Based Model for Gait Recognition

shiqiyu/opengait CVPR 2020

Gait recognition, applied to identify individual walking patterns in a long-distance, is one of the most promising video-based biometric technologies.

GaitGraph: Graph Convolutional Network for Skeleton-Based Gait Recognition

tteepe/GaitGraph 27 Jan 2021

However, silhouette images can lose fine-grained spatial information, and most papers do not regard how to obtain these silhouettes in complex scenes.

Towards a Deeper Understanding of Skeleton-based Gait Recognition

tteepe/gaitgraph2 16 Apr 2022

Gait recognition is a promising biometric with unique properties for identifying individuals from a long distance by their walking patterns.

GaitGL: Learning Discriminative Global-Local Feature Representations for Gait Recognition

bb12346/gaitgl 2 Aug 2022

GFR extractor aims to extract contextual information, e. g., the relationship among various body parts, and the mask-based LFR extractor is presented to exploit the detailed posture changes of local regions.

OpenGait: Revisiting Gait Recognition Toward Better Practicality

shiqiyu/opengait 12 Nov 2022

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

An In-Depth Exploration of Person Re-Identification and Gait Recognition in Cloth-Changing Conditions

bnu-ivc/ccpg CVPR 2023

For the cloth-changing problem, video-based ReID is rarely studied due to the lack of a suitable cloth-changing benchmark, and gait recognition is often researched under controlled conditions.

GPGait: Generalized Pose-based Gait Recognition

bnu-ivc/fastposegait ICCV 2023

Recent works on pose-based gait recognition have demonstrated the potential of using such simple information to achieve results comparable to silhouette-based methods.

BigGait: Learning Gait Representation You Want by Large Vision Models

shiqiyu/opengait CVPR 2024

Gait recognition stands as one of the most pivotal remote identification technologies and progressively expands across research and industry communities.