16.7.4.4.5 Metric Learning, Re-Identification Issues

Chapter Contents (Back)
Motion, Human. Tracking. Metric Learning. Re-Identification. See also Tracking People, Re-Identification Issues, Learning.

Tao, D.P.[Da-Peng], Jin, L.W.[Lian-Wen], Wang, Y.F.[Yong-Fei], Yuan, Y.[Yuan], Li, X.L.[Xue-Long],
Person Re-Identification by Regularized Smoothing KISS Metric Learning,
CirSysVideo(23), No. 10, 2013, pp. 1675-1685.
IEEE DOI 1311
covariance matrices BibRef

Tao, D.P.[Da-Peng], Jin, L.W.[Lian-Wen], Wang, Y.F.[Yong-Fei], Li, X.L.[Xue-Long],
Person Reidentification by Minimum Classification Error-Based KISS Metric Learning,
Cyber(45), No. 2, February 2015, pp. 242-252.
IEEE DOI 1502
image classification BibRef

Liu, K.[Kai], Zhao, Z.C.[Zhi-Cheng], Cai, A.[Anni],
Datum-Adaptive Local Metric Learning for Person Re-identification,
SPLetters(22), No. 9, September 2015, pp. 1457-1461.
IEEE DOI 1503
BibRef
Earlier:
Parametric Local Multi-modal Metric Learning for Person Re-identification,
ICPR14(2578-2583)
IEEE DOI 1412
Approximation methods BibRef

Chen, J.X.[Jia-Xin], Zhang, Z.X.[Zhao-Xiang], Wang, Y.H.[Yun-Hong],
Relevance Metric Learning for Person Re-Identification by Exploiting Listwise Similarities,
IP(24), No. 12, December 2015, pp. 4741-4755.
IEEE DOI 1512
BibRef
And: Corrections: IP(25), No. 1, January 2016, pp. 494-494.
IEEE DOI 1601
BibRef
Earlier:
Relevance Metric Learning for Person Re-identification by Exploiting Global Similarities,
ICPR14(1657-1662)
IEEE DOI 1412
learning (artificial intelligence). Cameras BibRef

Liong, V.E.[Venice Erin], Lu, J.W.[Ji-Wen], Ge, Y.X.[Yong-Xin],
Regularized local metric learning for person re-identification,
PRL(68, Part 2), No. 1, 2015, pp. 288-296.
Elsevier DOI 1512
BibRef
Earlier:
Regularized Bayesian Metric Learning for Person Re-identification,
Re-Id14(209-224).
Springer DOI 1504
Person re-identification BibRef

Martinel, N.[Niki], Foresti, G.L.[Gian Luca], Micheloni, C.[Christian],
Kernelized Saliency-Based Person Re-Identification Through Multiple Metric Learning,
IP(24), No. 12, December 2015, pp. 5645-5658.
IEEE DOI 1512
cameras BibRef

Martinel, N.[Niki], Foresti, G.L.[Gian Luca], Micheloni, C.[Christian],
Deep Pyramidal Pooling With Attention for Person Re-Identification,
IP(29), 2020, pp. 7306-7316.
IEEE DOI 2007
BibRef
And:
Distributed and Unsupervised Cost-Driven Person Re-Identification,
ICPR16(1225-1230)
IEEE DOI 1705
Computer architecture, Semantics, Deep learning, Feature extraction, Visualization, Task analysis, Measurement. Cameras, Correlation, Measurement, Network topology, Probes, Routing BibRef

Wang, J.[Jin], Wang, Z.[Zheng], Liang, C.[Chao], Gao, C.X.[Chang-Xin], Sang, N.[Nong],
Equidistance constrained metric learning for person re-identification,
PR(74), No. 1, 2018, pp. 38-51.
Elsevier DOI 1711
Person, re-identification BibRef

Wang, J.[Jin], Zhu, J.K.[Jun-Kang], Wang, Z.[Zheng], Gao, C.X.[Chang-Xin], Sang, N.[Nong], Huang, R.[Rui],
Contextual Similarity Regularized Metric Learning for person re-identification,
ICPR16(2048-2053)
IEEE DOI 1705
Cameras, Context, Matrix decomposition, Measurement, Probes, Robustness, Visualization BibRef

Gao, C.X.[Chang-Xin], Wang, J., Liu, L., Yu, J.G., Sang, N.[Nong],
Temporally aligned pooling representation for video-based person re-identification,
ICIP16(4284-4288)
IEEE DOI 1610
Cameras BibRef

Tao, D., Guo, Y., Song, M., Li, Y., Yu, Z., Tang, Y.Y.,
Person Re-Identification by Dual-Regularized KISS Metric Learning,
IP(25), No. 6, June 2016, pp. 2726-2738.
IEEE DOI 1605
Covariance matrices BibRef

Chen, J., Wang, Y., Tang, Y.Y.,
Person Re-identification by Exploiting Spatio-Temporal Cues and Multi-view Metric Learning,
SPLetters(23), No. 7, July 2016, pp. 998-1002.
IEEE DOI 1608
feature extraction BibRef

Li, W.[Wei], Wu, Y.[Yang], Li, J.Q.[Jian-Qing],
Re-identification by neighborhood structure metric learning,
PR(61), No. 1, 2017, pp. 327-338.
Elsevier DOI 1705
Re-identification BibRef

Su, C.[Chi], Zhang, S.L.[Shi-Liang], Yang, F.[Fan], Zhang, G.X.[Guang-Xiao], Tian, Q.[Qi], Gao, W.[Wen], Davis, L.S.[Larry S.],
Attributes driven tracklet-to-tracklet person re-identification using latent prototypes space mapping,
PR(66), No. 1, 2017, pp. 4-15.
Elsevier DOI 1704
Tracklet-to-tracklet. Cameras BibRef

Su, C.[Chi], Zhang, S.L.[Shi-Liang], Xing, J.L.[Jun-Liang], Gao, W.[Wen], Tian, Q.[Qi],
Multi-type attributes driven multi-camera person re-identification,
PR(75), No. 1, 2018, pp. 77-89.
Elsevier DOI 1712
BibRef
Earlier:
Deep Attributes Driven Multi-camera Person Re-identification,
ECCV16(II: 475-491).
Springer DOI 1611
Deep attributes BibRef

Hu, H.M.[Hai-Miao], Fang, W.[Wen], Li, B.[Bo], Tian, Q.[Qi],
An Adaptive Multi-Projection Metric Learning for Person Re-Identification Across Non-Overlapping Cameras,
CirSysVideo(29), No. 9, September 2019, pp. 2809-2821.
IEEE DOI 1909
Cameras, Measurement, Learning systems, Training, Image color analysis, Computer science, Lighting, adaptive multi-projection metric learning BibRef

Su, C.[Chi], Li, J., Zhang, S.L.[Shi-Liang], Xing, J.L.[Jun-Liang], Gao, W.[Wen], Tian, Q.[Qi],
Pose-Driven Deep Convolutional Model for Person Re-identification,
ICCV17(3980-3989)
IEEE DOI 1802
feature extraction, image matching, image representation, learning (artificial intelligence), pose estimation, Robustness BibRef

Khamis, S.[Sameh], Kuo, C.H.[Cheng-Hao], Singh, V.K.[Vivek K.], Shet, V.D.[Vinay D.], Davis, L.S.[Larry S.],
Joint Learning for Attribute-Consistent Person Re-Identification,
Re-Id14(134-146).
Springer DOI 1504
BibRef

Liu, X.K.[Xiao-Kai], Wang, H.Y.[Hong-Yu], Wang, J.[Jie], Ma, X.R.[Xiao-Rui],
Person re-identification by multiple instance metric learning with impostor rejection,
PR(67), No. 1, 2017, pp. 287-298.
Elsevier DOI 1704
Person re-identification BibRef

Liu, X.K.[Xiao-Kai], Ma, X.R.[Xiao-Rui], Wang, J.[Jie], Wang, H.Y.[Hong-Yu],
M3L: Multi-modality mining for metric learning in person re-Identification,
PR(76), No. 1, 2018, pp. 650-661.
Elsevier DOI 1801
Person re-identification BibRef

Zhou, Q.[Qin], Zheng, S.B.[Shi-Bao], Ling, H.B.[Hai-Bin], Su, H.[Hang], Wu, S.[Shuang],
Joint dictionary and metric learning for person re-identification,
PR(72), No. 1, 2017, pp. 196-206.
Elsevier DOI 1708
Person re-identification BibRef

Chang, Y.S.[Yan-Shuo], Wang, M.Y.[Ming-Yu], He, L.[Lang], Lu, W.[Wei], Su, H.[Hui], Gao, N.[Ni], Yang, X.A.[Xin-An],
Joint deep semantic embedding and metric learning for person re-identification,
PRL(130), 2020, pp. 306-311.
Elsevier DOI 2002
Person re-identification, Video re-id, Deep metric learning BibRef

Li, J.W.[Jia-Wei], Ma, A.J.[Andy J.], Yuen, P.C.[Pong C.],
Semi-supervised Region Metric Learning for Person Re-identification,
IJCV(126), No. 8, August 2018, pp. 855-874.
Springer DOI 1807
BibRef

Li, S., Gao, C., Zhu, J., Li, C.,
Person Reidentification Using Attribute-Restricted Projection Metric Learning,
CirSysVideo(28), No. 8, August 2018, pp. 1765-1776.
IEEE DOI 1808
Feature extraction, Learning systems, Extraterrestrial measurements, Cameras, Lighting, Surveillance, person reidentification BibRef

Zhu, X., Jing, X., You, X., Zhang, X., Zhang, T.,
Video-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics,
IP(27), No. 11, November 2018, pp. 5683-5695.
IEEE DOI 1809
Measurement, Computer aided instruction, Feature extraction, Task analysis, Training, Legged locomotion, set-based distance learning BibRef

Zhang, C.Y.[Cai-You], Zhou, M.[Man], Yang, H.Z.[Hong-Zhen], Shen, X.J.[Xiao-Jun], Wang, Y.B.[Yan-Bo],
Retraction: A method of multi-criteria set recognition based on deep feature representation,
JVCIR(67), 2020, pp. 102757.
Elsevier DOI 2004
BibRef
Earlier: JVCIR(55), 2018, pp. 756-760.
Elsevier DOI 1809
Person re-identification, Convolutional neural network, Multiple metric ensembles BibRef

Yang, Z.[Zhao], Hu, X.[Xiao], Dai, F.[Fei], Pang, J.X.[Jian-Xin], Jiang, T.[Tao], Tao, D.P.[Da-Peng],
Person re-identification by discriminant analytical least squares metric learning,
RealTimeIP(14), No. 1, January 2018, pp. 1019-1031.
WWW Link. 1809
BibRef

Bak, S., Carr, P.,
Deep Deformable Patch Metric Learning for Person Re-Identification,
CirSysVideo(28), No. 10, October 2018, pp. 2690-2702.
IEEE DOI 1811
BibRef
Earlier:
One-Shot Metric Learning for Person Re-identification,
CVPR17(1571-1580)
IEEE DOI 1711
BibRef
Earlier:
Person re-identification using deformable patch metric learning,
WACV16(1-9)
IEEE DOI 1606
Measurement, Feature extraction, Cameras, Deformable models, Robustness, Training data, Metric learning, deformable models. Cameras, Image color analysis, Measurement, BibRef

Nguyen, B., de Baets, B.[Bernard],
Kernel Distance Metric Learning Using Pairwise Constraints for Person Re-Identification,
IP(28), No. 2, February 2019, pp. 589-600.
IEEE DOI 1811
computer vision, covariance matrices, image recognition, learning (artificial intelligence), kernel-based learning BibRef

Zhu, J., Zeng, H., Liao, S., Lei, Z., Cai, C., Zheng, L.,
Deep Hybrid Similarity Learning for Person Re-Identification,
CirSysVideo(28), No. 11, November 2018, pp. 3183-3193.
IEEE DOI 1811
Euclidean distance, Convolution, Neural networks, Feature extraction, Correlation, DH-HEMTs, Metric learning, person re-identification (Re-ID) BibRef

Zhang, J.[Jian'an], Wang, Q.[Qi], Yuan, Y.[Yuan],
Metric learning by simultaneously learning linear transformation matrix and weight matrix for person re-identification,
IET-CV(13), No. 4, June 2019, pp. 428-434.
DOI Link 1906
BibRef

Cao, M.[Min], Chen, C.[Chen], Hu, X.[Xiyuan], Peng, S.[Silong],
Towards fast and kernelized orthogonal discriminant analysis on person re-identification,
PR(94), 2019, pp. 218-229.
Elsevier DOI 1906
Person re-identification, Metric learning, Singularity problem, Orthogonal discriminant analysis BibRef

Ren, C.X.[Chuan-Xian], Xu, X.L.[Xiao-Lin], Lei, Z.[Zhen],
A Deep and Structured Metric Learning Method for Robust Person Re-Identification,
PR(96), 2019, pp. 106995.
Elsevier DOI 1909
Metric learning, Feature extraction, Deep neural networks, Imbalance regularization, Person re-identification BibRef

Liao, S.C.[Sheng-Cai], Li, S.Z.[Stan Z.],
Efficient PSD Constrained Asymmetric Metric Learning for Person Re-Identification,
ICCV15(3685-3693)
IEEE DOI 1602
Acceleration BibRef

Yi, D.[Dong], Lei, Z.[Zhen], Liao, S.C.[Sheng-Cai], Li, S.Z.[Stan Z.],
Deep Metric Learning for Person Re-identification,
ICPR14(34-39)
IEEE DOI 1412
Cameras See also Robust Online Learned Spatio-Temporal Context Model for Visual Tracking. BibRef

Shi, H.L.[Hai-Lin], Yang, Y.[Yang], Zhu, X.Y.[Xiang-Yu], Liao, S.C.[Sheng-Cai], Lei, Z.[Zhen], Zheng, W.[Weishi], Li, S.Z.[Stan Z.],
Embedding Deep Metric for Person Re-identification: A Study Against Large Variations,
ECCV16(I: 732-748).
Springer DOI 1611
BibRef

Sikdar, A.[Arindam], Chowdhury, A.S.[Ananda S.],
Scale-invariant batch-adaptive residual learning for person re-identification,
PRL(129), 2020, pp. 279-286.
Elsevier DOI 2001
Person re-identification, Scale invariant residual network, Batch adaptive triplet loss, Deep metric learning BibRef


Ali, T.M.F., Chaudhuri, S.,
A Semi-Supervised Maximum Margin Metric Learning Approach for Small Scale Person Re-Identification,
WIDER19(1848-1857)
IEEE DOI 2004
nearest neighbour methods, video surveillance, reciprocal nearest neighbor constraints, semi supervised person re identification BibRef

Xiang, W., Huang, J., Qi, X., Hua, X., Zhang, L.,
Homocentric Hypersphere Feature Embedding for Person Re-Identification,
ICIP19(1237-1241)
IEEE DOI 1910
Person re-identification, deep learning, feature learning, metric learning BibRef

Cao, M.[Min], Chen, C.[Chen], Hu, X.[Xiyuan], Peng, S.[Silong],
Ranking Loss: A Novel Metric Learning Method for Person Re-identification,
ACCV18(II:381-397).
Springer DOI 1906
BibRef
And:
Region-specific Metric Learning for Person Re-identification,
ICPR18(794-799)
IEEE DOI 1812
Feature extraction, Measurement, Learning systems, Cameras, Principal component analysis, Dimensionality reduction, Image color analysis BibRef

Ali, T.M.F.[T. M. Feroz], Chaudhuri, S.[Subhasis],
Maximum Margin Metric Learning over Discriminative Nullspace for Person Re-identification,
ECCV18(XIII: 123-141).
Springer DOI 1810
BibRef

Yu, R.[Rui], Dou, Z.Y.[Zhi-Yong], Bai, S.[Song], Zhang, Z.X.[Zhao-Xiang], Xu, Y.[Yongchao], Bai, X.[Xiang],
Hard-Aware Point-to-Set Deep Metric for Person Re-identification,
ECCV18(XVI: 196-212).
Springer DOI 1810
BibRef

Hu, X., Jiang, Z., Guo, X., Zhou, Y.,
Person Re-Identification by Deep Learning Muti-Part Information Complementary,
ICIP18(848-852)
IEEE DOI 1809
Feature extraction, Training, Task analysis, Measurement, Machine learning, Probes, Cameras, neural networks, deep learning, metric learning BibRef

Hao, L.[Lei], Wang, D.Y.[Dai-Ying], Zhu, Y.S.[Yue-Sheng],
Learning biased distance metrics with diversity regularizer for person re-identification,
VCIP17(1-4)
IEEE DOI 1804
computer vision, image matching, learning (artificial intelligence), BMLDR method, metric learning BibRef

Hao, L., Yao, W., Pei, C., Zhu, Y.,
Integrated metric learning with adaptive constraints for person re-identification,
ICIP17(161-165)
IEEE DOI 1803
Covariance matrices, Learning systems, Measurement, Optimization, Task analysis, Training, Upper bound, Person re-identification, metric learning BibRef

Zhao, H., Han, Z., Li, Z., Qin, F.,
Unsupervised person re-identification via re-ranking enhanced sample-specific metric learning,
ICIP17(3405-3409)
IEEE DOI 1803
Cameras, Learning systems, Mathematical model, Measurement, Probes, Surveillance, Training, Person Re-identification, Re-ranking, Sample-specific Metric Learning BibRef

o Zhang, J.[Jing], Zhao, X.[Xu],
Integrated Global-Local Metric Learning for Person Re-identification,
WACV17(596-604)
IEEE DOI 1609
Cameras, Learning systems, Measurement, Optimization, Testing, Training, Training, data BibRef

Jose, C.[Cijo], Fleuret, F.[François],
Scalable Metric Learning via Weighted Approximate Rank Component Analysis,
ECCV16(V: 875-890).
Springer DOI 1611
BibRef

Syed, M.A., Jiao, J.,
Multi-kernel metric learning for person re-identification,
ICIP16(784-788)
IEEE DOI 1610
Cameras BibRef

Chen, J., Wang, Y., Wu, R.,
Person re-identification by distance metric learning to discrete hashing,
ICIP16(789-793)
IEEE DOI 1610
Binary codes BibRef

Yao, W., Weng, Z., Zhu, Y.,
Diversity regularized metric learning for person re-identification,
ICIP16(4264-4268)
IEEE DOI 1610
Computational efficiency BibRef

Liao, S.C.[Sheng-Cai], Hu, Y.[Yang], Zhu, X.Y.[Xiang-Yu], Li, S.Z.[Stan Z.],
Person re-identification by Local Maximal Occurrence representation and metric learning,
CVPR15(2197-2206)
IEEE DOI 1510
BibRef

Huo, Z.H.[Zhong-Hua], Chen, Y.[Ying], Hua, C.J.[Chun-Jian],
Person Re-identification Based on Multi-directional Saliency Metric Learning,
CVS15(45-55).
Springer DOI 1507
BibRef

Yao, B.H.[Bo-Huai], Zhao, Z.C.[Zhi-Cheng], Liu, K.[Kai],
Metric learning with trace-norm regularization for person re-identification,
ICIP14(2442-2446)
IEEE DOI 1502
Bagging BibRef

Xiong, F.[Fei], Gou, M.[Mengran], Camps, O.I.[Octavia I.], Sznaier, M.[Mario],
Person Re-Identification Using Kernel-Based Metric Learning Methods,
ECCV14(VII: 1-16).
Springer DOI 1408
BibRef

Li, W.[Wei], Zhao, R.[Rui], Wang, X.G.[Xiao-Gang],
Human Reidentification with Transferred Metric Learning,
ACCV12(I:31-44).
Springer DOI 1304
BibRef

Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Adversarial Learning, GAN, Re-Identification Issues .


Last update:Sep 14, 2020 at 15:32:18