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Video-Based Person Re-Identification

9 papers with code · Computer Vision

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

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

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

VIDEO-BASED PERSON RE-IDENTIFICATION

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

5 Aug 2019jackie840129/STE-NVAN

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

VIDEO-BASED PERSON RE-IDENTIFICATION

Deep Association Learning for Unsupervised Video Person Re-identification

22 Aug 2018yanbeic/Deep-Association-Learning

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

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

26 Dec 2018yolomax/rru-reid

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

VIDEO-BASED PERSON RE-IDENTIFICATION

Temporal Knowledge Propagation for Image-to-Video Person Re-identification

ICCV 2019 guxinqian/TKP

With back propagation, temporal knowledge can be transferred to enhance the image features and the information asymmetry problem can be alleviated.

IMAGE-TO-VIDEO PERSON RE-IDENTIFICATION VIDEO-BASED PERSON RE-IDENTIFICATION

Video Person Re-ID: Fantastic Techniques and Where to Find Them

21 Nov 2019ppriyank/Video-Person-Re-ID-Fantastic-Techniques-and-Where-to-Find-Them

The ability to identify the same person from multiple camera views without the explicit use of facial recognition is receiving commercial and academic interest.

 SOTA for Person Re-Identification on PRID2011 (using extra training data)

VIDEO-BASED PERSON RE-IDENTIFICATION

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

4 Nov 2018ppriyank/Video-Person-Re-ID-Fantastic-Techniques-and-Where-to-Find-Them

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.

METRIC LEARNING SEMANTIC SIMILARITY SEMANTIC TEXTUAL SIMILARITY VIDEO-BASED PERSON RE-IDENTIFICATION

Co-Segmentation Inspired Attention Networks for Video-Based Person Re-Identification

ICCV 2019 InnovArul/vidreid_cosegmentation

Person re-identification (Re-ID) is an important real-world surveillance problem that entails associating a person's identity over a network of cameras.

VIDEO-BASED PERSON RE-IDENTIFICATION