论文阅读目录

综述类

名称	出版单位
1：行人重识别相关综述	(多篇)

 

行人重识别

名称	领域分类	方法分类	方法名称	出版单位
2：Video-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics	video	传统	SI2DL	IJCAI 2016
3：Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image	video	传统	IVPR	AAAI 2017
4：Video-Based Pedestrian Re-Identification by Adaptive Spatio-Temporal Appearance Model	video	特征	Spatio-Temporal Body-Action Model	TIP 2017
6：Semi-Supervised Cross-View Projection-Based Dictionary Learning for Video-Based Person Re-Identification	video	传统	SCPDL	TCSVT 2018
7：Video-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics	video	传统	P-SI2DL	TIP 2018
8：High-Resolution and Low-Resolution Video Person Re-Identification: A Benchmark	video	传统	SMDL	IEEEAccess 2019
9：True-Color and Grayscale Video Person Re-Identification	video	传统	SDPL	TIFS 2020
10：Recurrent Convolutional Network for Video-based Person Re-Identification	video	DL	recurrent DNN architecture	CVPR 2016
11：Jointly Attentive Spatial-Temporal Pooling Networks for Video-based Person Re-Identification【开源】	video	DL	ASTPN	ICCV 2017
12：Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning【开源】	video	DL	EUG	CVPR 2018
13：Revisiting Temporal Modeling for Video-based Person ReID【开源】	video	DL	\	arxiv 2018
14：Appearance and Motion Enhancement for Video-based Person Re-identification	video	DL	AMEM	AAAI 2020
15：Top-push Video-based Person Re-identification	video	传统	TDL	CVPR 2016
16：Region-Based Quality Estimation Network for Large-Scale Person Re-Identification	video	DL	RQEN	AAAI 2018
17：Dynamic Label Graph Matching for Unsupervised Video Re-Identification【开源】	video	传统	DGM	ICCV 2017
18：Dynamic Graph Co-Matching for Unsupervised Video-Based Person Re-Identification	video	传统	DGM(改进)	ITIP 2019
19：Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning	image	传统	SLD2L	ITIP 2017
20：Spatial and Temporal Mutual Promotion for Video-Based Person Re-Identification【开源】	video	DL	RRU、STIM	AAAI 2019
21：Deep Spatial-Temporal Fusion Network for Video-Based Person Re-Identification	video	DL	CRF	CVPR 2017
22：See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-based Person Re-identification	video	DL	TAM+SRM	CVPR 2017
23：Robust Anchor Embedding for Unsupervised Video Person Re-Identification in the Wild	video	传统	RACE	ECCV 2017
24：Video-Based Person Re-Identification via Self Paced Weighting	video	传统	SPW	AAAI 2018
25：Weakly Supervised Discriminative Feature Learning with State Information for Person Identification【开源】	image	传统	WDBR+WFDR	CVPR 2020
26：Multi-Scale 3D Convolution Network for Video Based Person Re-Identification	video	DL	M3D+RAL	AAAI 2019
27：A Bottom-Up Clustering Approach to Unsupervised Person Re-Identification【开源】	image	传统	BUC	AAAI 2019
28：Cross-Modality Person Re-Identification with Generative Adversarial Training【复现】	跨模态	DL	cmGAN	IJCAI 2018
29：Cross-modality Person re-identification with Shared-Specific Feature Transfer	跨模态	DL	cm-SSFT	CVPR 2020
30：High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification	遮挡	DL	HONet	CVPR 2020
31：Beyond Part Models: Person Retrieval with Refined Part Pooling【开源】	image	DL	PCB+RPP	ECCV 2018
32：Learning Discriminative Features with Multiple Granularities for Person Re-Identification【复现】	image	DL	MGN	ACM Multimedia 2018
33：Joint Discriminative and Generative Learning for Person Re-identification	image	DL	DG-Net	CVPR 2019
34：Dissecting Person Re-identification from the Viewpoint of Viewpoint	image	新	PersonX	CVPR 2019
35：Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification	image	DL	VPM	CVPR 2019
36：Relation-Guided Spatial Attention and Temporal Refinement for Video-based Person Re-Identification	video	DL	RGSA+RGTR	AAAI 2020
37：Frame-Guided Region-Aligned Representation for Video Person Re-identification	video	DL	FGRA	AAAI 2020
38：Semantics-Aligned Representation Learning for Person Re-identification	image	DL	SAN	AAAI 2020
39：Spindle Net Person Re-identification with Human Body Region Guided Feature Decomposition and Fusion	image	DL	Spindle Net	CVPR 2017
40：Human Semantic Parsing for Person Re-identification	image	DL	SPReID	CVPR 2017
41：Learning Deep Context-aware Features over Body and Latent Parts for Person Re-identification	image	DL	MSCAN	CVPR 2017
42：STA：Spatial-Temporal Attention for Large-Scale Video-based Person Re-Identification	video	DL	STA	AAAI 2019
43：Rethinking Temporal Fusion for Video-based Person Re-identificationon Semantic and Time Aspect	video	DL	Multi-stage Attention	AAAI 2020
44：Deeply-Learned Part-Aligned Representations for Person Re-Identification	image	DL	Self-learning part-aligned	ICCV 2017

 

机器学习理论

名称	方法名称	出版单位
5：Large Scale Metric Learning from Equivalence Constraints	KISSME	CVPR 2012