{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T12:03:32Z","timestamp":1781006612647,"version":"3.54.1"},"reference-count":45,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Knowledge-Based Systems"],"published-print":{"date-parts":[[2026,6]]},"DOI":"10.1016\/j.knosys.2026.116132","type":"journal-article","created":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T15:33:28Z","timestamp":1778340808000},"page":"116132","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Synergistic cross-modal prompt learning and structural knowledge distillation for cloth-changing person re-identification"],"prefix":"10.1016","volume":"345","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-8574-7993","authenticated-orcid":false,"given":"Yongkang","family":"Ding","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuxiang","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yiyun","family":"Su","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yu","family":"Tian","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-5878-0218","authenticated-orcid":false,"given":"Zi","family":"Ye","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiangzhou","family":"Jian","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.knosys.2026.116132_b1","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2019.07.003","article-title":"Effective person re-identification by self-attention model guided feature learning","volume":"187","author":"Li","year":"2020","journal-title":"Knowl.-Based Syst."},{"key":"10.1016\/j.knosys.2026.116132_b2","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2020.106554","article-title":"Dual attention-based method for occluded person re-identification","volume":"212","author":"Xu","year":"2021","journal-title":"Knowl.-Based Syst."},{"key":"10.1016\/j.knosys.2026.116132_b3","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2025.113195","article-title":"Camera-aware embedding refinement for unsupervised person re-identification","volume":"314","author":"Liu","year":"2025","journal-title":"Knowl.-Based Syst."},{"key":"10.1016\/j.knosys.2026.116132_b4","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2024.111980","article-title":"Multi-scale spatio-temporal feature adaptive aggregation for video-based person re-identification","volume":"299","author":"Zhao","year":"2024","journal-title":"Knowl.-Based Syst."},{"key":"10.1016\/j.knosys.2026.116132_b5","doi-asserted-by":"crossref","unstructured":"Y. Sun, L. Zheng, Y. Yang, Q. Tian, S. Wang, Beyond part models: Person retrieval with refined part pooling (and a strong convolutional baseline), in: Proceedings of the European Conference on Computer Vision, ECCV, 2018, pp. 480\u2013496.","DOI":"10.1007\/978-3-030-01225-0_30"},{"key":"10.1016\/j.knosys.2026.116132_b6","doi-asserted-by":"crossref","first-page":"1935","DOI":"10.1109\/TIP.2021.3049943","article-title":"Bidirectional interaction network for person re-identification","volume":"30","author":"Chen","year":"2021","journal-title":"IEEE Trans. Image Process."},{"key":"10.1016\/j.knosys.2026.116132_b7","doi-asserted-by":"crossref","unstructured":"J. Gu, K. Wang, H. Luo, C. Chen, W. Jiang, Y. Fang, S. Zhang, Y. You, J. Zhao, MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID, in: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, 2023, pp. 19243\u201319253.","DOI":"10.1109\/CVPR52729.2023.01844"},{"key":"10.1016\/j.knosys.2026.116132_b8","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2023.110263","article-title":"Reliability modeling and contrastive learning for unsupervised person re-identification","volume":"263","author":"Pang","year":"2023","journal-title":"Knowl.-Based Syst."},{"key":"10.1016\/j.knosys.2026.116132_b9","doi-asserted-by":"crossref","unstructured":"S. He, H. Luo, P. Wang, F. Wang, H. Li, W. Jiang, Transreid: Transformer-based object re-identification, in: Proceedings of the IEEE\/CVF International Conference on Computer Vision, 2021, pp. 15013\u201315022.","DOI":"10.1109\/ICCV48922.2021.01474"},{"key":"10.1016\/j.knosys.2026.116132_b10","series-title":"2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition","first-page":"2360","article-title":"Person re-identification by symmetry-driven accumulation of local features","author":"Farenzena","year":"2010"},{"key":"10.1016\/j.knosys.2026.116132_b11","article-title":"Cloth-changing person re-identification: A survey on challenges, methods, and frontier advances","author":"Ding","year":"2026","journal-title":"Authorea Prepr."},{"key":"10.1016\/j.knosys.2026.116132_b12","doi-asserted-by":"crossref","unstructured":"X. Gu, H. Chang, B. Ma, S. Bai, S. Shan, X. Chen, Clothes-changing person re-identification with RGB modality only, in: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, 2022, pp. 1060\u20131069.","DOI":"10.1109\/CVPR52688.2022.00113"},{"issue":"8","key":"10.1016\/j.knosys.2026.116132_b13","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1007\/s10462-025-11250-6","article-title":"Decoupling feature-driven and multimodal fusion attention for clothing-changing person re-identification","volume":"58","author":"Ding","year":"2025","journal-title":"Artif. Intell. Rev."},{"key":"10.1016\/j.knosys.2026.116132_b14","doi-asserted-by":"crossref","unstructured":"X. Jin, T. He, K. Zheng, Z. Yin, X. Shen, Z. Huang, R. Feng, J. Huang, Z. Chen, X.-S. Hua, Cloth-changing person re-identification from a single image with gait prediction and regularization, in: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, 2022, pp. 14278\u201314287.","DOI":"10.1109\/CVPR52688.2022.01388"},{"key":"10.1016\/j.knosys.2026.116132_b15","doi-asserted-by":"crossref","unstructured":"J. Chen, X. Jiang, F. Wang, J. Zhang, F. Zheng, X. Sun, W.-S. Zheng, Learning 3d shape feature for texture-insensitive person re-identification, in: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, 2021, pp. 8146\u20138155.","DOI":"10.1109\/CVPR46437.2021.00805"},{"key":"10.1016\/j.knosys.2026.116132_b16","doi-asserted-by":"crossref","unstructured":"X. Qian, W. Wang, L. Zhang, F. Zhu, Y. Fu, T. Xiang, Y.-G. Jiang, X. Xue, Long-term cloth-changing person re-identification, in: Proceedings of the Asian Conference on Computer Vision, 2020.","DOI":"10.1007\/978-3-030-69535-4_5"},{"issue":"6","key":"10.1016\/j.knosys.2026.116132_b17","doi-asserted-by":"crossref","first-page":"3260","DOI":"10.1109\/TPAMI.2020.3048039","article-title":"Self-correction for human parsing","volume":"44","author":"Li","year":"2020","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"10.1016\/j.knosys.2026.116132_b18","doi-asserted-by":"crossref","unstructured":"P. Hong, T. Wu, A. Wu, X. Han, W.-S. Zheng, Fine-grained shape-appearance mutual learning for cloth-changing person re-identification, in: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, 2021, pp. 10513\u201310522.","DOI":"10.1109\/CVPR46437.2021.01037"},{"key":"10.1016\/j.knosys.2026.116132_b19","doi-asserted-by":"crossref","unstructured":"V.D. Nguyen, P. Mantini, S.K. Shah, Contrastive Clothing and Pose Generation for Cloth-Changing Person Re-Identification, in: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, 2024, pp. 7541\u20137549.","DOI":"10.1109\/CVPRW63382.2024.00749"},{"key":"10.1016\/j.knosys.2026.116132_b20","unstructured":"Y.-J. Li, X. Weng, K.M. Kitani, Learning shape representations for person re-identification under clothing change, in: Proceedings of the IEEE\/CVF Winter Conference on Applications of Computer Vision, 2021, pp. 2432\u20132441."},{"issue":"12","key":"10.1016\/j.knosys.2026.116132_b21","doi-asserted-by":"crossref","first-page":"8975","DOI":"10.1109\/TPAMI.2021.3122444","article-title":"Disentangled representations for short-term and long-term person re-identification","volume":"44","author":"Eom","year":"2021","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"10.1016\/j.knosys.2026.116132_b22","unstructured":"K. Han, S. Gong, Y. Huang, L. Wang, T. Tan, Clothing-change feature augmentation for person re-identification, in: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, 2023, pp. 22066\u201322075."},{"key":"10.1016\/j.knosys.2026.116132_b23","series-title":"International Conference on Machine Learning","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","author":"Radford","year":"2021"},{"key":"10.1016\/j.knosys.2026.116132_b24","doi-asserted-by":"crossref","unstructured":"S. Li, L. Sun, Q. Li, CLIP-ReID: exploiting vision-language model for image re-identification without concrete text labels, in: Proceedings of the AAAI Conference on Artificial Intelligence, vol. 37, 2023, pp. 1405\u20131413, 1.","DOI":"10.1609\/aaai.v37i1.25225"},{"key":"10.1016\/j.knosys.2026.116132_b25","doi-asserted-by":"crossref","unstructured":"F. Liu, M. Kim, Z. Ren, X. Liu, Distilling CLIP with Dual Guidance for Learning Discriminative Human Body Shape Representation, in: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, 2024, pp. 256\u2013266.","DOI":"10.1109\/CVPR52733.2024.00032"},{"key":"10.1016\/j.knosys.2026.116132_b26","series-title":"2019 IEEE\/CVF Conference on Computer Vision and Pattern Recognition","first-page":"9309","article-title":"Interaction-and-aggregation network for person re-identification","author":"Hou","year":"2019"},{"key":"10.1016\/j.knosys.2026.116132_b27","series-title":"Computer Vision\u2013ECCV 2020: 16th European Conference, Glasgow, UK, August 23\u201328, 2020, Proceedings, Part III 16","first-page":"346","article-title":"Identity-guided human semantic parsing for person re-identification","author":"Zhu","year":"2020"},{"key":"10.1016\/j.knosys.2026.116132_b28","doi-asserted-by":"crossref","unstructured":"Y. Huang, Q. Wu, J. Xu, Y. Zhong, Z. Zhang, Clothing status awareness for long-term person re-identification, in: Proceedings of the IEEE\/CVF International Conference on Computer Vision, 2021, pp. 11895\u201311904.","DOI":"10.1109\/ICCV48922.2021.01168"},{"issue":"8","key":"10.1016\/j.knosys.2026.116132_b29","doi-asserted-by":"crossref","first-page":"4415","DOI":"10.1109\/TCSVT.2023.3241988","article-title":"Dcr-reid: Deep component reconstruction for cloth-changing person re-identification","volume":"33","author":"Cui","year":"2023","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"10.1016\/j.knosys.2026.116132_b30","doi-asserted-by":"crossref","unstructured":"Z. Yang, M. Lin, X. Zhong, Y. Wu, Z. Wang, Good is bad: Causality inspired cloth-debiasing for cloth-changing person re-identification, in: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, 2023, pp. 1472\u20131481.","DOI":"10.1109\/CVPR52729.2023.00148"},{"key":"10.1016\/j.knosys.2026.116132_b31","article-title":"Meta clothing status calibration for long-term person re-identification","author":"Huang","year":"2024","journal-title":"IEEE Trans. Image Process."},{"issue":"9","key":"10.1016\/j.knosys.2026.116132_b32","doi-asserted-by":"crossref","first-page":"12448","DOI":"10.1109\/TVT.2024.3388249","article-title":"Cloth-changing person re-identification with invariant feature parsing for UAVs applications","volume":"73","author":"Xiong","year":"2024","journal-title":"IEEE Trans. Veh. Technol."},{"key":"10.1016\/j.knosys.2026.116132_b33","doi-asserted-by":"crossref","DOI":"10.1016\/j.inffus.2024.102885","article-title":"RFFR-Net: Robust feature fusion and reconstruction network for clothing-change person re-identification","volume":"118","author":"Xiong","year":"2025","journal-title":"Inf. Fusion"},{"key":"10.1016\/j.knosys.2026.116132_b34","series-title":"See what you seek: Semantic contextual integration for cloth-changing person re-identification","author":"Han","year":"2024"},{"key":"10.1016\/j.knosys.2026.116132_b35","article-title":"Novel unified body-based biometric for clothing invariant human recognition","author":"Jonnalagedda","year":"2025","journal-title":"IEEE Trans. Biom. Behav. Identity Sci."},{"key":"10.1016\/j.knosys.2026.116132_b36","doi-asserted-by":"crossref","DOI":"10.1016\/j.neunet.2025.107617","article-title":"Multi-feature balanced network for clothes-changing person re-identification","volume":"190","author":"Mei","year":"2025","journal-title":"Neural Netw."},{"key":"10.1016\/j.knosys.2026.116132_b37","article-title":"HPRNet: Human parsing reconstruction with non-local multi-scale perception network for cloth-changing person re-identification","author":"Xiong","year":"2025","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"issue":"6","key":"10.1016\/j.knosys.2026.116132_b38","doi-asserted-by":"crossref","first-page":"2029","DOI":"10.1109\/TPAMI.2019.2960509","article-title":"Person re-identification by contour sketch under moderate clothing change","volume":"43","author":"Yang","year":"2019","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"10.1016\/j.knosys.2026.116132_b39","doi-asserted-by":"crossref","unstructured":"F. Wan, Y. Wu, X. Qian, Y. Chen, Y. Fu, When person re-identification meets changing clothes, in: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2020, pp. 830\u2013831.","DOI":"10.1109\/CVPRW50498.2020.00423"},{"key":"10.1016\/j.knosys.2026.116132_b40","series-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014"},{"key":"10.1016\/j.knosys.2026.116132_b41","article-title":"Clothes-changing person re-identification via universal framework with association and forgetting learning","author":"Liu","year":"2023","journal-title":"IEEE Trans. Multimed."},{"key":"10.1016\/j.knosys.2026.116132_b42","doi-asserted-by":"crossref","first-page":"2985","DOI":"10.1109\/TIP.2023.3277389","article-title":"Win-win by competition: Auxiliary-free cloth-changing person re-identification","volume":"32","author":"Yang","year":"2023","journal-title":"IEEE Trans. Image Process."},{"key":"10.1016\/j.knosys.2026.116132_b43","series-title":"2024 IEEE International Conference on Multimedia and Expo","first-page":"1","article-title":"Clothmix: A cloth augmentation strategy for cloth-changing person re-identification","author":"Khalid","year":"2024"},{"key":"10.1016\/j.knosys.2026.116132_b44","series-title":"2025 IEEE International Conference on Multimedia and Expo","first-page":"1","article-title":"CCUP: A controllable synthetic data generation pipeline for pretraining cloth-changing person re-identification models","author":"Zhao","year":"2025"},{"issue":"11","key":"10.1016\/j.knosys.2026.116132_b45","article-title":"Visualizing data using t-SNE","volume":"9","author":"Van der Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."}],"container-title":["Knowledge-Based Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0950705126008580?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0950705126008580?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T11:29:50Z","timestamp":1781004590000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0950705126008580"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6]]},"references-count":45,"alternative-id":["S0950705126008580"],"URL":"https:\/\/doi.org\/10.1016\/j.knosys.2026.116132","relation":{},"ISSN":["0950-7051"],"issn-type":[{"value":"0950-7051","type":"print"}],"subject":[],"published":{"date-parts":[[2026,6]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Synergistic cross-modal prompt learning and structural knowledge distillation for cloth-changing person re-identification","name":"articletitle","label":"Article Title"},{"value":"Knowledge-Based Systems","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.knosys.2026.116132","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"116132"}}