17.1.3.4.13 Multi-Modal Re-Identification, Multi-Modal Human Tracking

Chapter Contents (Back)
Motion, Human. Tracking. Re-Identification. Multi-Modal Re-Identification. Speciric subset:
See also Visible-Infrared Re-Identification, RGB-IR.
See also Re-Identification With Multiple Cameras.
See also Tracking People Across Disjoint Views, Re-Identification.
See also Re-Identification using Color Features, Appearence.
See also Domain Adaption, Cross-Domain, Learning, Re-Identification Issues.
See also Tracking People with Stereo, or Depth.

Zhao, H.J.[Hui-Jing], Shibasaki, R.[Ryosuke],
A Novel System for Tracking Pedestrians Using Multiple Single-Row Laser-Range Scanners,
SMC-A(35), No. 2, March 2005, pp. 283-291.
IEEE Abstract. 0501
BibRef
Earlier:
A Real-Time System for Monitoring Pedestrians,
WACV05(I: 378-385).
IEEE DOI 0502
BibRef

Cui, J.S.[Jin-Shi], Zha, H.B.[Hong-Bin], Zhao, H.J.[Hui-Jing], Shibasaki, R.[Ryosuke],
Laser-based detection and tracking of multiple people in crowds,
CVIU(106), No. 2-3, May-June 2007, pp. 300-312.
Elsevier DOI 0705
BibRef
Earlier:
Robust Tracking of Multiple People in Crowds Using Laser Range Scanners,
ICPR06(IV: 857-860).
IEEE DOI 0609
People detection; People tracking; Laser scanner; Accumulated distribution; RBMC-DAF BibRef

Cui, J.S.[Jin-Shi], Zha, H.B.[Hong-Bin], Zhao, H.J.[Hui-Jing], Shibasaki, R.[Ryosuke],
Multi-modal tracking of people using laser scanners and video camera,
IVC(26), No. 2, 1 February 2008, pp. 240-252.
Elsevier DOI 0711
BibRef
Earlier: A1, A3, A4:
Fusion of Detection and Matching Based Approaches for Laser Based Multiple People Tracking,
CVPR06(I: 642-649).
IEEE DOI 0606
Multi-modal; Multiple people tracking; Laser scanner; Video camera; Surveillance BibRef

Munoz-Salinas, R.[Rafael], Garcia-Silvente, M.[Miguel], Carnicer, R.M.[Rafael Medina],
Adaptive multi-modal stereo people tracking without background modelling,
JVCIR(19), No. 2, February 2008, pp. 75-91.
Elsevier DOI 0711
People tracking; Stereo vision; Particle filtering; Real-time imaging; Confidence measure; Colour processing BibRef

Munoz-Salinas, R.[Rafael], Aguirre, E.[Eugenio], Garcia-Silvente, M.[Miguel], Gonzalez, A.[Antonio],
A multiple object tracking approach that combines colour and depth information using a confidence measure,
PRL(29), No. 10, 15 July 2008, pp. 1504-1514.
Elsevier DOI 0711
Multiple particle filtering; Stereo vision; Colour processing; Mean-shift; Condensation algorithm; Confidence measure BibRef

Munoz-Salinas, R.[Rafael],
A Bayesian plan-view map based approach for multiple-person detection and tracking,
PR(41), No. 12, December 2008, pp. 3665-3676.
Elsevier DOI 0810
Person tracking; Stereo vision; Plan-view maps; Particle filtering; Colour processing; Condensation algorithm BibRef

Munoz-Salinas, R.[Rafael], Medina-Carnicer, R., Madrid-Cuevas, F.J., Carmona-Poyato, A.,
People detection and tracking with multiple stereo cameras using particle filters,
JVCIR(20), No. 5, July 2009, pp. 339-350.
Elsevier DOI 0905
Plan-view maps; Stereo vision; Person tracking; Particle filtering; Colour processing; Condensation algorithm; Person detection; Gesture recognition BibRef

Munoz-Salinas, R.[Rafael], Medina-Carnicer, R., Madrid-Cuevas, F.J., Carmona-Poyato, A.,
Particle filtering with multiple and heterogeneous cameras,
PR(43), No. 7, July 2010, pp. 2390-2405.
Elsevier DOI 1003
People tracking; Stereo vision; Particle filters; Multiple-views BibRef

Germa, T., Lerasle, F., Ouadah, N., Cadenat, V.,
Vision and RFID data fusion for tracking people in crowds by a mobile robot,
CVIU(114), No. 6, June 2010, pp. 641-651.
Elsevier DOI 1006
Radio frequency ID; Multimodal data fusion; Particle filtering; Person tracking; Person following; Multi-sensor fusion; Human visual servoing BibRef

Yang, M.T.[Mau-Tsuen], Wang, S.C.[Shih-Chun], Lin, Y.Y.[Yong-Yuan],
A multimodal fusion system for people detection and tracking,
IJIST(15), No. 2, 2005, pp. 131-142.
DOI Link 0507
BibRef

Ren, L.L.[Liang-Liang], Lu, J.W.[Ji-Wen], Feng, J.J.[Jian-Jiang], Zhou, J.[Jie],
Multi-modal uniform deep learning for RGB-D person re-identification,
PR(72), No. 1, 2017, pp. 446-457.
Elsevier DOI 1708
Person re-identification BibRef

Ren, L.L.[Liang-Liang], Lu, J.W.[Ji-Wen], Feng, J.J.[Jian-Jiang], Zhou, J.[Jie],
Uniform and Variational Deep Learning for RGB-D Object Recognition and Person Re-Identification,
IP(28), No. 10, October 2019, pp. 4970-4983.
IEEE DOI 1909
convolutional neural nets, feature extraction, image classification, image colour analysis, image recognition, multi-modal learning BibRef

Wang, S.K.[Sheng-Ke], Zhang, X.Y.[Xiao-Yan], Chen, L.[Long], Zhou, H.Y.[Hui-Yu], Dong, J.Y.[Jun-Yu],
Asymmetric filtering-based dense convolutional neural network for person re-identification combined with Joint Bayesian and re-ranking,
JVCIR(57), 2018, pp. 262-271.
Elsevier DOI 1812
Person re-identification, Joint Bayesian, Deep convolutional neural networks, Multimodal features BibRef

Wang, S.K.[Sheng-Ke], Duan, L.H.[Liang-Hua], Yang, N.[Na], Dong, J.Y.[Jun-Yu],
Person re-identification with deep dense feature representation and Joint Bayesian,
ICIP17(3560-3564)
IEEE DOI 1803
Bayes methods, Cameras, Convolution, Feature extraction, Machine learning, Measurement, Training, verification BibRef

Zhao, Y.B.[Yun-Bo], Lin, J.W.[Jian-Wu], Xuan, Q.[Qi], Xi, X.G.[Xu-Gang],
HPILN: a feature learning framework for cross-modality person re-identification,
IET-IPR(13), No. 14, 12 December 2019, pp. 2897-2904.
DOI Link 1912
BibRef

Ye, M.[Mang], Lan, X.Y.[Xiang-Yuan], Leng, Q.M.[Qing-Ming], Shen, J.B.[Jian-Bing],
Cross-Modality Person Re-Identification via Modality-Aware Collaborative Ensemble Learning,
IP(29), 2020, pp. 9387-9399.
IEEE DOI 1806
Cameras, Task analysis, Collaboration, Learning systems, Visualization, Face recognition, Collaborative work, collaborative ensemble learning BibRef

Hao, X.[Xin], Zhao, S.Y.[San-Yuan], Ye, M.[Mang], Shen, J.B.[Jian-Bing],
Cross-Modality Person Re-Identification via Modality Confusion and Center Aggregation,
ICCV21(16383-16392)
IEEE DOI 2203
Learning systems, Feature extraction, Cameras, Task analysis, Optimization, Scene analysis and understanding, Recognition and classification BibRef

Xie, Z.W.[Zhong-Wei], Li, L.[Lin], Zhong, X.[Xian], Zhong, L.[Luo], Xiang, J.W.[Jian-Wen],
Image-to-video person re-identification with cross-modal embeddings,
PRL(133), 2020, pp. 70-76.
Elsevier DOI 2005
Person re-identification, Model transfer, Verification-identification BibRef

Wang, F.Y.[Feng-Yuan], Zhang, C.[Chi], Chen, S.H.[Sheng-Hui], Ying, G.[Guode], Lv, J.H.[Jian-Hua],
Engineering Hand-designed and Deeply-learned features for person Re-identification,
PRL(130), 2020, pp. 293-298.
Elsevier DOI 2002
Deep feature, Hand-crafted, Multimodal feature fusion, Person re-identification BibRef

Zhang, P., Xu, J., Wu, Q., Huang, Y., Zhang, J.,
Top-Push Constrained Modality-Adaptive Dictionary Learning for Cross-Modality Person Re-Identification,
CirSysVideo(30), No. 12, December 2020, pp. 4554-4566.
IEEE DOI 2012
Cameras, Machine learning, Dictionaries, Sensors, Image sensors, Measurement, Training, Cross-modality person re-identification, domain adaptation BibRef

Zheng, A.[Aihua], Li, H.C.[Hong-Chao], Jiang, B.[Bo], Zheng, W.S.[Wei-Shi], Luo, B.[Bin],
Joint graph regularized dictionary learning and sparse ranking for multi-modal multi-shot person re-identification,
PR(104), 2020, pp. 107352.
Elsevier DOI 2005
Person re-identification, Sparse ranking, Joint graph regularization BibRef

Ma, T.H.[Ting-Huai], Yang, M.M.[Ming-Ming], Rong, H.[Huan], Qian, Y.R.[Yu-Rong], Tian, Y.[Yuan], Al-Nabhan, N.[Najla],
Dual-path CNN with Max Gated block for text-based person re-identification,
IVC(111), 2021, pp. 104168.
Elsevier DOI 2106
Cross-modal matching, Person re-identification, Dual-path CNN, Word embedding BibRef

Feng, Y.J.[Yu-Jian], Xu, J.[Jing], Ji, Y.M.[Yi-Mu], Wu, F.[Fei],
LLM: Learning Cross-Modality Person Re-Identification via Low-Rank Local Matching,
SPLetters(28), 2021, pp. 1789-1793.
IEEE DOI 2109
Feature extraction, Correlation, Telecommunications, Streaming media, Loss measurement, Thermal expansion, metric learning BibRef

Zhang, Q.[Quan], Lai, J.H.[Jian-Huang], Xie, X.H.[Xiao-Hua],
Learning Modal-Invariant Angular Metric by Cyclic Projection Network for VIS-NIR Person Re-Identification,
IP(30), 2021, pp. 8019-8033.
IEEE DOI 2109
Measurement, Feature extraction, Extraterrestrial measurements, Task analysis, Euclidean distance, Lighting, Computer science, metric learning BibRef

Zhang, S.Z.[Shi-Zhou], Yang, Y.F.[Yi-Fei], Wang, P.[Peng], Liang, G.Q.[Guo-Qiang], Zhang, X.W.[Xiu-Wei], Zhang, Y.N.[Yan-Ning],
Attend to the Difference: Cross-Modality Person Re-Identification via Contrastive Correlation,
IP(30), 2021, pp. 8861-8872.
IEEE DOI 2111
Feature extraction, Correlation, Kernel, Convolution, Tensors, Task analysis, Cross-modality, contrastive correlation BibRef

Zhuang, Z.J.[Zi-Jie], Wei, L.H.[Long-Hui], Xie, L.X.[Ling-Xi], Ai, H.Z.[Hai-Zhou], Tian, Q.[Qi],
Camera-Based Batch Normalization: An Effective Distribution Alignment Method for Person Re-Identification,
CirSysVideo(32), No. 1, January 2022, pp. 374-387.
IEEE DOI 2201
Cameras, Task analysis, Training, Annotations, Testing, Visualization, Feature extraction, Person re-identification, distribution gap, cross-modality tasks BibRef

Zhuang, Z.J.[Zi-Jie], Wei, L.H.[Long-Hui], Xie, L.X.[Ling-Xi], Zhang, T.Y.[Tian-Yu], Zhang, H.H.[Heng-Heng], Wu, H.Z.[Hao-Zhe], Ai, H.Z.[Hai-Zhou], Tian, Q.[Qi],
Rethinking the Distribution Gap of Person Re-identification with Camera-Based Batch Normalization,
ECCV20(XII: 140-157).
Springer DOI 2010
BibRef

Huang, N.Z.[Nian-Zchang], Liu, K.L.[Kun-Long], Liu, Y.[Yang], Zhang, Q.[Qiang], Han, J.G.[Jun-Gong],
Cross-modality person re-identification via multi-task learning,
PR(128), 2022, pp. 108653.
Elsevier DOI 2205
Cross-modality person re-identification, Person body information, Multi-task learning BibRef

Hafner, F.M.[Frank M.], Bhuyian, A.[Amran], Kooij, J.F.P.[Julian F.P.], Granger, E.[Eric],
Cross-modal distillation for RGB-depth person re-identification,
CVIU(216), 2022, pp. 103352.
Elsevier DOI 2202
Person re-identification, Cross-modal, Neural Networks, Knowledge Distillation, GDPR BibRef

Liu, Y.H.[Yi-Heng], Zhou, W.G.[Wen-Gang], Xi, M.[Mao], Shen, S.J.[San-Jing], Li, H.Q.[Hou-Qiang],
Multi-Modal Context Propagation for Person Re-Identification With Wireless Positioning,
MultMed(24), 2022, pp. 3060-3073.
IEEE DOI 2206
Wireless communication, Visualization, Wireless sensor networks, Trajectory, Video sequences, Wireless fidelity, Cameras, unsupervised cross-domain learning BibRef

Zhang, D.[Demao], Zhang, Z.Z.[Zhi-Zhong], Ju, Y.[Ying], Wang, C.[Cong], Xie, Y.[Yuan], Qu, Y.Y.[Yan-Yun],
Dual Mutual Learning for Cross-Modality Person Re-Identification,
CirSysVideo(32), No. 8, August 2022, pp. 5361-5373.
IEEE DOI 2208
Training, Task analysis, Surveillance, Sensors, Representation learning, Knowledge engineering, attention alignment BibRef

Zhang, Z.[Zhong], Dong, Q.[Qing], Wang, S.[Sen], Liu, S.[Shuang], Xiao, B.H.[Bai-Hua], Durrani, T.S.[Tariq S.],
Cross-modality person re-identification using hybrid mutual learning,
IET-CV(17), No. 1, 2023, pp. 1-12.
DOI Link 2303
BibRef

He, D.[Di], Zhang, J.R.[Jing-Rui], Zhang, Z.[Zhong], Liu, S.[Shuang], Durrani, T.S.[Tariq S.],
Integration graph attention network and multi-centre constrained loss for cross-modality person re-identification,
IET-CV(17), No. 1, 2023, pp. 76-87.
DOI Link 2303
BibRef
And: Erratum: IET-CV(17), No. 6, 2023, pp. 722-722.
DOI Link 2310
BibRef

Liu, Q.[Qiang], He, X.H.[Xiao-Hai], Teng, Q.Z.[Qi-Zhi], Qing, L.[Linbo], Chen, H.G.[Hong-Gang],
BDNet: A BERT-based dual-path network for text-to-image cross-modal person re-identification,
PR(141), 2023, pp. 109636.
Elsevier DOI 2306
Person re-identification, Image-text retrieval, Cross-modality, Attention BibRef

Wang, W.[Wen], An, G.[Gaoyun], Ruan, Q.Q.[Qiu-Qi],
A dual-modal graph attention interaction network for person Re-identification,
IET-CV(17), No. 6, 2023, pp. 687-699.
DOI Link 2310
learning (artificial intelligence) BibRef

Huang, N.C.[Nian-Chang], Liu, J.A.[Jian-An], Luo, Y.J.[Yong-Jiang], Zhang, Q.[Qiang], Han, J.G.[Jun-Gong],
Exploring modality-shared appearance features and modality-invariant relation features for cross-modality person Re-IDentification,
PR(135), 2023, pp. 109145.
Elsevier DOI 2212
Cross-modality person Re-IDentification, Visible images, Thermal infrared images, Modality-shared appearance features, Modality-invariant relation features BibRef

Yang, B.[Bin], Chen, J.[Jun], Ma, X.Z.[Xian-Zheng], Ye, M.[Mang],
Translation, Association and Augmentation: Learning Cross-Modality Re-Identification From Single-Modality Annotation,
IP(32), 2023, pp. 5099-5113.
IEEE DOI 2310
BibRef

Hambarde, K.[Kailash], Proença, H.[Hugo],
Image-based human re-identification: Which covariates are actually (the most) important?,
IVC(143), 2024, pp. 104917.
Elsevier DOI 2403
Human re-identification, Performance covariates, Biometric menagerie BibRef


Fujii, T.[Takuro], Tarashima, S.[Shuhei],
BiLMa: Bidirectional Local-Matching for Text-based Person Re-identification,
CLVL23(2778-2782)
IEEE DOI 2401
BibRef

Liu, J.L.[Jia-Lun], Sun, Y.F.[Yi-Fan], Zhu, F.[Feng], Pei, H.B.[Hong-Bin], Yang, Y.[Yi], Li, W.H.[Wen-Hui],
Learning Memory-Augmented Unidirectional Metrics for Cross-modality Person Re-identification,
CVPR22(19344-19353)
IEEE DOI 2210
Measurement, Learning systems, Training, Representation learning, System performance, Scalability, Representation learning, proof-of-work BibRef

Jiang, N.[Na], Wang, Z.F.[Zhao-Fa], Xu, P.[Peng], Wu, X.Y.[Xin-Yue], Zhang, L.[Lei],
Rethinking Shared Features and Re-ranking for Cross-Modality Person Re-identification,
MMMod22(II:305-317).
Springer DOI 2203
BibRef

Tian, X.D.[Xu-Dong], Zhang, Z.Z.[Zhi-Zhong], Lin, S.H.[Shao-Hui], Qu, Y.Y.[Yan-Yun], Xie, Y.[Yuan], Ma, L.Z.[Li-Zhuang],
Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification,
CVPR21(1522-1531)
IEEE DOI 2111
Training, Correlation, Fitting, Redundancy, Estimation, Robustness, Pattern recognition BibRef

Lu, Y., Wu, Y., Liu, B., Zhang, T., Li, B., Chu, Q., Yu, N.,
Cross-Modality Person Re-Identification With Shared-Specific Feature Transfer,
CVPR20(13376-13386)
IEEE DOI 2008
Feature extraction, Learning systems, Cameras, Image color analysis, Measurement, Streaming media BibRef

Tekeli, N., Can, A.B.,
Distance Based Training for Cross-Modality Person Re-Identification,
CroMoL19(4540-4549)
IEEE DOI 2004
convolutional neural nets, feature extraction, learning (artificial intelligence), distance based training, IR, thermal BibRef

Yu, X.J.[Xiao-Jing], Chen, T.L.[Tian-Long], Yang, Y.[Yang], Mugo, M.[Michael], Wang, Z.Y.[Zhang-Yang],
Cross-Modal Person Search: A Coarse-to-Fine Framework using Bi-Directional Text-Image Matching,
WIDER19(1799-1804)
IEEE DOI 2004
image matching, image retrieval, natural language processing, text analysis, cross-modal person search, person images, Person Search BibRef

Lejbřlle, A.R., Krogh, B., Nasrollahi, K., Moeslund, T.B.,
Attention in Multimodal Neural Networks for Person Re-identification,
Crowd18(292-2928)
IEEE DOI 1812
Feature extraction, Convolution, Data mining, Fuses, Cameras, Image color analysis, Neural networks BibRef

Belmonte-Hernández, A., Solachidis, V., Theodoridis, T., Hernández-Peńaloza, G., Conti, G., Vretos, N., Álvarez, F., Daras, P.,
Person tracking association using multi-modal systems,
AVSS17(1-6)
IEEE DOI 1806
calibration, feature extraction, image matching, image sensors, object tracking, sensors, Kinect skeleton, Kinect v2 device, Wrist BibRef

Liu, K.[Kai], Zhao, Z.C.[Zhi-Cheng], Guo, X.[Xin], Cai, A.N.[An-Ni],
Anchor-supported multi-modality hashing embedding for person re-identification,
VCIP13(1-6)
IEEE DOI 1402
cameras BibRef

Havasi, L.[Laszlo], Szlavik, Z.[Zoltan],
A method for object localization in a multiview multimodal camera system,
OTCBVS11(96-103).
IEEE DOI 1106
BibRef
Earlier:
A statistical method for object localization in multi-camera tracking,
ICIP10(3925-3928).
IEEE DOI 1009
BibRef
Earlier:
Using location and motion statistics for the localization of moving objects in multiple camera surveillance videos,
VS09(1275-1281).
IEEE DOI 0910
BibRef

Schauerte, B., Plötz, T., Fink, G.A.[Gernot A.],
A Multi-modal Attention System for Smart Environments,
CVS09(73-83).
Springer DOI 0910
BibRef

Nayak, J.[Jayanth], Gonzalez-Argueta, L.[Luis], Song, B.[Bi], Roy-Chowdhury, A.K.[Amit K.], Tuncel, E.[Ertem],
Multi-target tracking through opportunistic camera control in a resource constrained multimodal sensor network,
ICDSC08(1-10).
IEEE DOI 0809
BibRef

Chapter on Motion -- Human Motion, Surveillance, Tracking, Surveillance, Activities continues in
Visible-Infrared Re-Identification, RGB-IR .


Last update:Apr 18, 2024 at 11:38:49