Awesome Person Re-identification

Deep Learning for Person Re-identification: A Survey and Outlook

Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

ICCV2017 Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro

[WACV23] A strong baseline for body part-based person re-identification

TCSVT2018 Pedestrian Alignment Network for Large-scale Person Re-identification

[ECCV 2020] QAConv: Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting, and [CVPR 2022] GS: Graph Sampling Based Deep Metric Learning

Awesome Cross-modality Person Re-identification

ICCV 2023, project page of the paper "DeepChange: A Long-term Person Re-identification Benchmark"

Awesome-Unsupervised-Person-Re-identification

Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification (BMVC 2019)

[CVPR 2023] Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared Person Re-identification

Code for ICCV2017 paper: Deeply-Learned Part-Aligned Representations for Person Re-Identification

Surpassing Real-World Source Training Data: Random 3D Characters for Generalizable Person Re-Identification

[CVPR2020] Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification

Official implementation of the paper GEFF: Improving Any Clothes-Changing Person ReID Model using Gallery Enrichment with Face Features.

The official Pytorch implementation of APNet: Person Re-identification via Attention Pyramid

A New Strong and Simple Baseline Method for VI-ReID (Bridging the Gap: Multi-level Cross-modality Joint Alignment for Visible-infrared Person Re-identification)

Person re-identification MGN model based on tensorflow

A ros package that tracks a selected target person using YOLOv3 and DeepSORT

[NeurIPS 2021] TransMatcher: Deep Image Matching Through Transformers for Generalizable Person Re-identification

Video-based Person Re-identification without Bells and Whistles (CVPRw 2021)

Awesome-Cross-Domain-Person-Re-identification

A New Strong and Simple Baseline Method for VVI-ReID (M3-ReID: Unifying Multi-View, Granularity, and Modality for Video-Based Visible-Infrared Person Re-Identification)

No description provided.

Official implementation of "Improved Person Re-Identification Based on Saliency and Semantic Parsing with Deep Neural Network Models" IMAVIS 2019

Person re-identification, a tool used in intelligent video surveillance, is the task of correctly identifying individuals across multiple images captured under varied scenarios from multiple cameras. Solving this problem is inherently a challenging one because of the issues posed to it by low resolution images, illumination changes per image, unconstrained pose and occlusions.

Codes of the paper "Adversarial Binary Coding for Efficient Person Re-identification"

Temporal Lifting (TLift), a model-free temporal cooccurrence based score weighting method proposed in "Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting".