Video-Based Person Re-Identification

36 papers with code • 0 benchmarks • 6 datasets

Video-based person re-identification (reID) aims to retrieve person videos with the same identity as a query person across multiple cameras

Most implemented papers

Deep Metric Learning by Online Soft Mining and Class-Aware Attention

XinshaoAmosWang/OSM_CAA_WeightedContrastiveLoss 4 Nov 2018

Therefore, we propose a novel sample mining method, called Online Soft Mining (OSM), which assigns one continuous score to each sample to make use of all samples in the mini-batch.

Rethinking Temporal Fusion for Video-based Person Re-identification on Semantic and Time Aspect

TencentYoutuResearch/PersonReID-TSF 28 Nov 2019

Recently, the research interest of person re-identification (ReID) has gradually turned to video-based methods, which acquire a person representation by aggregating frame features of an entire video.

Temporal Complementary Learning for Video Person Re-Identification

blue-blue272/VideoReID-TCLNet ECCV 2020

This paper proposes a Temporal Complementary Learning Network that extracts complementary features of consecutive video frames for video person re-identification.

Video-based Person Re-identification with Accumulative Motion Context

Akimoto-Cris/Pytorch_AMOC 13 Jun 2017

Video based person re-identification plays a central role in realistic security and video surveillance.

Jointly Attentive Spatial-Temporal Pooling Networks for Video-based Person Re-Identification

shuangjiexu/Spatial-Temporal-Pooling-Networks-ReID ICCV 2017

Person Re-Identification (person re-id) is a crucial task as its applications in visual surveillance and human-computer interaction.

Deep Association Learning for Unsupervised Video Person Re-identification

yanbeic/Deep-Association-Learning 22 Aug 2018

In this work, to address the video person re-id task, we formulate a novel Deep Association Learning (DAL) scheme, the first end-to-end deep learning method using none of the identity labels in model initialisation and training.

Video-based Person Re-identification Using Spatial-Temporal Attention Networks

rshivansh/Spatial-Temporal-attention 26 Oct 2018

The goal is to identify a person from videos captured under different cameras.

Spatial and Temporal Mutual Promotion for Video-based Person Re-identification

yolomax/rru-reid 26 Dec 2018

How to explore the abundant spatial-temporal information in video sequences is the key to solve this problem.

Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification

jackie840129/STE-NVAN 5 Aug 2019

Video-based person re-identification (Re-ID) aims at matching video sequences of pedestrians across non-overlapping cameras.