{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:32:09Z","timestamp":1750221129539,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":34,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,6,5]],"date-time":"2019-06-05T00:00:00Z","timestamp":1559692800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"National Natural Science Foundation of China","award":["61703109; 91748107; 61772141"],"award-info":[{"award-number":["61703109; 91748107; 61772141"]}]},{"name":"Guangzhou Science and Technology Planning Project","award":["201804010347"],"award-info":[{"award-number":["201804010347"]}]},{"name":"Guangdong Provincial Natural Science Foundation","award":["17ZK0422"],"award-info":[{"award-number":["17ZK0422"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,6,5]]},"DOI":"10.1145\/3323873.3325029","type":"proceedings-article","created":{"date-parts":[[2019,6,10]],"date-time":"2019-06-10T12:10:58Z","timestamp":1560168658000},"page":"226-234","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["Deep Semantic Space with Intra-class Low-rank Constraint for Cross-modal Retrieval"],"prefix":"10.1145","author":[{"given":"Peipei","family":"Kang","sequence":"first","affiliation":[{"name":"Guangdong University of Technology, Guangzhou, China"}]},{"given":"Zehang","family":"Lin","sequence":"additional","affiliation":[{"name":"Guangdong University of Technology, Guangzhou, China"}]},{"given":"Zhenguo","family":"Yang","sequence":"additional","affiliation":[{"name":"Guangdong University of Technology & City University of Hong Kong, Guangzhou, China"}]},{"given":"Xiaozhao","family":"Fang","sequence":"additional","affiliation":[{"name":"Guangdong University of Technology, Guangzhou, China"}]},{"given":"Qing","family":"Li","sequence":"additional","affiliation":[{"name":"The Hong Kong Polytechnic University, Hong Kong, China"}]},{"given":"Wenyin","family":"Liu","sequence":"additional","affiliation":[{"name":"Guangdong University of Technology, Guangzhou, China"}]}],"member":"320","published-online":{"date-parts":[[2019,6,5]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2017.2705068"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/957013.957143"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/1873951.1873987"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2610969"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2017.2742704"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.88"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2796133"},{"key":"e_1_3_2_1_8_1","volume-title":"Incomplete Multi-view Spectral Clustering with Adaptive Graph Learning. TCYB","author":"Wen J.","year":"2018","unstructured":"J. Wen , Y. Xu , and H. Liu . 2018 . Incomplete Multi-view Spectral Clustering with Adaptive Graph Learning. TCYB , ( 2018 ). J. Wen, Y. Xu, and H. Liu. 2018. Incomplete Multi-view Spectral Clustering with Adaptive Graph Learning. TCYB, (2018)."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-97909-0_22"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1162\/0899766042321814"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-013-0658-4"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.466"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/2502081.2502097"},{"key":"e_1_3_2_1_14_1","first-page":"3441","article-title":"Deep Correlation for Matching Images and Text","volume":"2015","author":"Yan F.","year":"2015","unstructured":"F. Yan , K. Mikolajczyk . 2015 . Deep Correlation for Matching Images and Text . In CVPR , 2015 , 3441 -- 3450 (2015). F. Yan, K. Mikolajczyk. 2015. Deep Correlation for Matching Images and Text. In CVPR, 2015, 3441--3450 (2015).","journal-title":"CVPR"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654902"},{"key":"e_1_3_2_1_16_1","first-page":"3846","article-title":"Cross-media Shared Representation by Hierarchical Learning with Multiple Deep Networks","volume":"2016","author":"Peng Y.","year":"2016","unstructured":"Y. Peng , X. Huang , and J. Qi . 2016 . Cross-media Shared Representation by Hierarchical Learning with Multiple Deep Networks . In IJCAI , 2016 , 3846 -- 3853 (2016). Y. Peng, X. Huang, and J. Qi. 2016. Cross-media Shared Representation by Hierarchical Learning with Multiple Deep Networks. In IJCAI, 2016, 3846--3853 (2016).","journal-title":"IJCAI"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2016.2558463"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3123266.3123317"},{"key":"e_1_3_2_1_19_1","volume-title":"Learning Cross-Modal Embeddings for Cooking Recipes and Food Images. In CVPR","author":"Salvador A.","year":"2017","unstructured":"A. Salvador , N. Hynes , Y. Aytar , J. Marin , F. Ofli , I. Weber , and A. Torralba . 2017 . Learning Cross-Modal Embeddings for Cooking Recipes and Food Images. In CVPR , ( 2017 ). A. Salvador, N. Hynes, Y. Aytar, J. Marin, F. Ofli, I. Weber, and A. Torralba. 2017. Learning Cross-Modal Embeddings for Cooking Recipes and Food Images. In CVPR, (2017)."},{"issue":"2","key":"e_1_3_2_1_20_1","first-page":"449","article-title":"Cross-Modal Retrieval With CNN Visual Features: A New Baseline","volume":"47","author":"Wei Y.","year":"2017","unstructured":"Y. Wei , Y. Zhao , C. Lu , S. Wei , L. Liu , Z. Zhu , and S. Yan . 2017 . Cross-Modal Retrieval With CNN Visual Features: A New Baseline . TCYE , 47 ( 2 ), 449 -- 460 (2017). Y. Wei, Y. Zhao, C. Lu, S. Wei, L. Liu, Z. Zhu, and S. Yan. 2017. Cross-Modal Retrieval With CNN Visual Features: A New Baseline. TCYE, 47(2), 449--460 (2017).","journal-title":"TCYE"},{"key":"e_1_3_2_1_21_1","volume-title":"Pacific Rim Conference on Multimedia, 2018","author":"Situ R.","year":"2018","unstructured":"R. Situ , Z. Yang , J. Lv , Q. Li , and W. Liu . 2018. Cross-modal Event Retrieval: a Dataset and a Baseline Using Deep Semantic Learning . In Pacific Rim Conference on Multimedia, 2018 ,147--157 ( 2018 ). R. Situ, Z. Yang, J. Lv, Q. Li, and W. Liu. 2018. Cross-modal Event Retrieval: a Dataset and a Baseline Using Deep Semantic Learning. In Pacific Rim Conference on Multimedia, 2018,147--157 (2018)."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2018.10.001"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2487701"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2867870"},{"key":"e_1_3_2_1_25_1","first-page":"1874","article-title":"Subspace Clustering via New Low-Rank Model with Discrete Group Structure Constraint","volume":"2016","author":"Nie F.","year":"2016","unstructured":"F. Nie , H. Huang . 2016 . Subspace Clustering via New Low-Rank Model with Discrete Group Structure Constraint . In IJCAI , 2016 , 1874 -- 1880 (2016). F. Nie, H. Huang. 2016. Subspace Clustering via New Low-Rank Model with Discrete Group Structure Constraint. In IJCAI, 2016, 1874--1880 (2016).","journal-title":"IJCAI"},{"key":"e_1_3_2_1_26_1","first-page":"187","article-title":"Learning Transformations for Clustering and Classification","volume":"16","author":"Qiu Q.","year":"2014","unstructured":"Q. Qiu , G. Sapiro . 2014 . Learning Transformations for Clustering and Classification . Journal of Machine Learning Research , 16 , 187 -- 225 (2014). Q. Qiu, G. Sapiro. 2014. Learning Transformations for Clustering and Classification. Journal of Machine Learning Research, 16, 187--225 (2014).","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_27_1","volume-title":"CVPR","author":"Lezama J.","year":"2017","unstructured":"J. Lezama , Q. Qiu , and G. Sapiro . 2017. Not Afraid of the Dark: NIR-VIS Face Recognition via Cross Spectral Hallucination and Low-Rank Embedding . In CVPR , ( 2017 ). J. Lezama, Q. Qiu, and G. Sapiro. 2017. Not Afraid of the Dark: NIR-VIS Face Recognition via Cross Spectral Hallucination and Low-Rank Embedding. In CVPR, (2017)."},{"key":"e_1_3_2_1_28_1","volume-title":"TNNLS","author":"Ding Z.","year":"2018","unstructured":"Z. Ding , Y. Fu . 2018 . Deep Transfer Low-Rank Coding for Cross-Domain Learning . TNNLS , (2018). Z. Ding, Y. Fu. 2018. Deep Transfer Low-Rank Coding for Cross-Domain Learning. TNNLS, (2018)."},{"key":"e_1_3_2_1_29_1","volume-title":"Deep Residual Learning for Image Recognition. In CVPR","author":"He K.","year":"2016","unstructured":"K. He , X. Zhang , S. Ren , and J. Sun . 2016 . Deep Residual Learning for Image Recognition. In CVPR , ( 2016 ). K. He, X. Zhang, S. Ren, and J. Sun. 2016. Deep Residual Learning for Image Recognition. In CVPR, (2016)."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1090\/S0002-9904-1939-06910-3"},{"key":"e_1_3_2_1_31_1","volume-title":"Matrix Analysis and Applications (2nd. Ed.)","author":"Zhang X.","year":"2004","unstructured":"X. Zhang . 2004. Matrix Analysis and Applications (2nd. Ed.) . University of Tsinghua Press , Beijing , 5, 289--291 ( 2004 ). X. Zhang. 2004. Matrix Analysis and Applications (2nd. Ed.). University of Tsinghua Press, Beijing, 5, 289--291 (2004)."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.5555\/1866696.1866717"},{"key":"e_1_3_2_1_33_1","unstructured":"Z. Yang Z. Lin P. Kang J. Lv Q. Li and W. Liu. 2019. Learning Shared Semantic Space with Correlation Alignment for Cross-modal Event Retrieval https:\/\/arxiv.org\/abs\/1901.04268 (2019).  Z. Yang Z. Lin P. Kang J. Lv Q. Li and W. Liu. 2019. Learning Shared Semantic Space with Correlation Alignment for Cross-modal Event Retrieval https:\/\/arxiv.org\/abs\/1901.04268 (2019)."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.31193\/ssap.01.9787509752807"}],"event":{"name":"ICMR '19: International Conference on Multimedia Retrieval","sponsor":["SIGMM ACM Special Interest Group on Multimedia"],"location":"Ottawa ON Canada","acronym":"ICMR '19"},"container-title":["Proceedings of the 2019 on International Conference on Multimedia Retrieval"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3323873.3325029","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3323873.3325029","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T01:02:22Z","timestamp":1750208542000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3323873.3325029"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6,5]]},"references-count":34,"alternative-id":["10.1145\/3323873.3325029","10.1145\/3323873"],"URL":"https:\/\/doi.org\/10.1145\/3323873.3325029","relation":{},"subject":[],"published":{"date-parts":[[2019,6,5]]},"assertion":[{"value":"2019-06-05","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}