Multiview Gait Recognition

7 papers with code • 2 benchmarks • 1 datasets

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Libraries

Use these libraries to find Multiview Gait Recognition models and implementations
2 papers
632

Datasets


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.

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.

Multi-scale Context-aware Network with Transformer for Gait Recognition

zhuduowang/mcat ICCV 2021

Although gait recognition has drawn increasing research attention recently, since the silhouette differences are quite subtle in spatial domain, temporal feature representation is crucial for gait recognition.

Clothes-Changing Person Re-identification with RGB Modality Only

guxinqian/simple-ccreid CVPR 2022

In this paper, we propose a Clothes-based Adversarial Loss (CAL) to mine clothes-irrelevant features from the original RGB images by penalizing the predictive power of re-id model w. r. t.

GaitMixer: Skeleton-based Gait Representation Learning via Wide-spectrum Multi-axial Mixer

exitudio/gaitmixer 27 Oct 2022

Most existing gait recognition methods are appearance-based, which rely on the silhouettes extracted from the video data of human walking activities.

GaitRef: Gait Recognition with Refined Sequential Skeletons

haidongz-usc/GaitRef 16 Apr 2023

Two common modalities used for representing the walking sequence of a person are silhouettes and joint skeletons.