「CV」 行人重识别资源汇总
1 综述
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survey:person re-identification:past,present and future
一篇不错的综述 Paper -
Deep Learning for Person Re-identification: A Survey and Outlook
2020-01-13 paper
2 理论
3 基于图像
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Person Re-identification in the Wild
论文中他们采用了各种detector+各种recogniser的组合 Paper -
Spatio-temporal Person Retrieval via Natural Language Queries
Paper -
Pose Invariant Embedding for Deep Person Re-identification
Paper -
In Defense of the Triplet Loss for Person Re-Identification
[2017.3.22 - 2017.11.21] Paper -
Improving Person Re-identification by Attribute and Identity Learning
Paper -
Re-ranking Person Re-identification with k-reciprocal Encoding
Paper -
SVDNet for Pedestrian Retrieval
[2017.3.16 - 2017.8.6] Paper -
Joint Detection and Identification Feature Learning for Person Search
Paper -
Video-based Person Re-identification with Accumulative Motion Context
Paper -
Deep Person Re-Identification with Improved Embedding and Efficient Training
Paper -
Beyond triplet loss: a deep quadruplet network for person re-identification
Paper -
Learning Discriminative Features with Multiple Granularities for Person Re-Identification
Paper -
AlignedReID: Surpassing Human-Level Performance in Person Re-Identification
Paper -
Pedestrian Alignment Network for Large-scale Person Re-identification
Paper -
Domain Adaptation through Synthesis for Unsupervised Person Re-identification
2018-4-26 Paper -
Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification
2016-4-26 Paper
code-caffe https://github.com/Cysu/dgd_person_reid -
A Discriminatively Learned CNN Embedding for Person Re-identification
2016-11-17 Paper
code-caffe https://github.com/D-X-Y/caffe-reid -
A Discriminatively Learned CNN Embedding for Person Re-identification
2016-11-17 https://arxiv.org/abs/1611.05666 -
【PCB】Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline)
2017-11-26 Paper -
Camera Style Adaptation for Person Re-identification
2017-11-28 Paper -
Harmonious Attention Network for Person Re-Identification
2018-02-22 Paper
https://mp.weixin.qq.com/s/iotqiyRrH4kwWmBvYi-tMQ 8,22,23效果差不多,Rank@1=88.24%, mAP=70.68% 2,21,Rank@1大体都在70~80 -
View Confusion Feature Learning for Person Re-identification
ICCV 2019 2019-10-09 paper
视角融合; -
A Semi-Supervised Maximum Margin Metric Learning Approach for Small Scale Person Re-identification
2019-10-09 paper -
Multiple Kernel Fisher Discriminant Metric Learning for Person Re-identification
2019-10-09 paper
设计了新的度量方式; -
Person re-identification based on Res2Net network
2019-10-08 paper -
Learning Generalisable Omni-Scale Representations for Person Re-Identification
2019-10-15 paper | pytorch-official -
Attention Network Robustification for Person ReID
2019-10-15 paper
精简网络结构;
4 基于视频
- Video-based Person Re-identification via 3D Convolutional Networks and Non-local Attention
2018-07-12 Paper
5 多目标
- Online Multiple Pedestrian Tracking using Deep Temporal Appearance Matching Association
CVPR 2019 · MOTChallenge 2019-07-01 paper
6 跨模态
6.1 红外
6.2 文本
6.3 视频
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Face Video Retrieval With Image Query via Hashing Across Euclidean Space and Riemannian Manifold
CVPR 2015 2015 paper -
Face Video Retrieval via Deep Learning of Binary Hash Representations
AAAI 2016 2016-02-12 paper -
Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image
AAAI 2017 2017-02-04 paper -
Image to Video Person Re-identification by Learning Heterogeneous Dictionary Pair with Feature Projection Matrix
2018-01-19 paper
7 相关技术
7.1 人脸验证
7.2 步态识别
7.3 腕部重识别
- A Study on Wrist Identification for Forensic Investigation
2019-10-08 paper
针对司法场景的手腕识别;
8 数据生成
9 应用
9.1 人脸素描
- Scoot: A Perceptual Metric for Facial Sketches
ICCV 2019 2019-08-21 paper
sccot:用基于共生纹理的感知矩阵度量人脸相似度;比 SSIM 和 FSIM 效果好,更接近人眼效果;
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