{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,6]],"date-time":"2025-07-06T05:10:08Z","timestamp":1751778608100,"version":"3.41.0"},"publisher-location":"Cham","reference-count":37,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319977843"},{"type":"electronic","value":"9783319977850"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-97785-0_37","type":"book-chapter","created":{"date-parts":[[2018,8,1]],"date-time":"2018-08-01T14:49:17Z","timestamp":1533134957000},"page":"386-394","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Cross-Model Retrieval with Reconstruct Hashing"],"prefix":"10.1007","author":[{"given":"Yun","family":"Liu","sequence":"first","affiliation":[]},{"given":"Cheng","family":"Yan","sequence":"additional","affiliation":[]},{"given":"Xiao","family":"Bai","sequence":"additional","affiliation":[]},{"given":"Jun","family":"Zhou","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,8,2]]},"reference":[{"key":"37_CR1","unstructured":"Abadi, M., et al.: TensorFlow: large-scale machine learning on heterogeneous systems (2015). Software: tensorflow.org"},{"key":"37_CR2","unstructured":"Andrew, G., Arora, R., Bilmes, J., Livescu, K.: Deep canonical correlation analysis. In: ICML, pp. III\u20131247 (2013)"},{"key":"37_CR3","doi-asserted-by":"crossref","unstructured":"Bronstein, M.M., Bronstein, A.M., Michel, F., Paragios, N.: Data fusion through cross-modality metric learning using similarity-sensitive hashing. In: CVPR, pp. 3594\u20133601 (2010)","DOI":"10.1109\/CVPR.2010.5539928"},{"key":"37_CR4","doi-asserted-by":"crossref","unstructured":"Cao, Y., Long, M., Wang, J., Yang, Q., Yu, P.S.: Deep visual-semantic hashing for cross-modal retrieval. In: SIGKDD, pp. 1445\u20131454 (2016)","DOI":"10.1145\/2939672.2939812"},{"key":"37_CR5","unstructured":"Cao, Z., Long, M., Yang, Q.: Transitive hashing network for heterogeneous multimedia retrieval. In: AAAI"},{"key":"37_CR6","doi-asserted-by":"crossref","unstructured":"Carreira-Perpinan, M.A., Raziperchikolaei, R.: Hashing with binary autoencoders. In: CVPR, pp. 557\u2013566 (2015)","DOI":"10.1109\/CVPR.2015.7298654"},{"key":"37_CR7","doi-asserted-by":"crossref","unstructured":"Feng, F., Wang, X., Li, R.: Cross-modal retrieval with correspondence autoencoder. In: MM, pp. 7\u201316 (2014)","DOI":"10.1145\/2647868.2654902"},{"issue":"12","key":"37_CR8","doi-asserted-by":"publisher","first-page":"2916","DOI":"10.1109\/TPAMI.2012.193","volume":"35","author":"Y Gong","year":"2013","unstructured":"Gong, Y., Lazebnik, S., Gordo, A., Perronnin, F.: Iterative quantization: a procrustean approach to learning binary codes for large-scale image retrieval. TPAMI 35(12), 2916\u20132929 (2013)","journal-title":"TPAMI"},{"key":"37_CR9","first-page":"3955","volume":"75","author":"H Yang","year":"2016","unstructured":"Yang, H., et al.: Maximum margin hashing with supervised information. MTAP 75, 3955\u20133971 (2016)","journal-title":"MTAP"},{"key":"37_CR10","doi-asserted-by":"crossref","unstructured":"Heo, J.P., Lee, Y., He, J., Chang, S.F.: Spherical hashing. In: CVPR, pp. 2957\u20132964 (2012)","DOI":"10.1109\/CVPR.2012.6248024"},{"key":"37_CR11","doi-asserted-by":"crossref","unstructured":"Huiskes, M.J., Lew, M.S.: The MIR flickr retrieval evaluation. In: SIGIR, pp. 39\u201343 (2008)","DOI":"10.1145\/1460096.1460104"},{"key":"37_CR12","doi-asserted-by":"crossref","unstructured":"Jiang, Q.Y., Li, W.J.: Deep cross-modal hashing. In: CVPR, pp. 3232\u20133240 (2017)","DOI":"10.1109\/CVPR.2017.348"},{"key":"37_CR13","unstructured":"Krizhevsky, A., Sutskever, I., Hinton, G.E.: Imagenet classification with deep convolutional neural networks. In: NIPS, pp. 1097\u20131105 (2012)"},{"key":"37_CR14","unstructured":"Kumar, S., Udupa, R.: Learning hash functions for cross-view similarity search. In: IJCAI, pp. 1360\u20131365 (2011)"},{"key":"37_CR15","doi-asserted-by":"crossref","unstructured":"Lai, H., Pan, Y., Liu, Y., Yan, S.: Simultaneous feature learning and hash coding with deep neural networks. In: CVPR, pp. 3270\u20133278 (2015)","DOI":"10.1109\/CVPR.2015.7298947"},{"key":"37_CR16","doi-asserted-by":"crossref","unstructured":"Zhou, L., Bai, X., Liu, X., Zhou, J.: Binary coding by matrix classifier for efficient subspace retrieval. In: ICMR, pp. 82\u201390 (2018)","DOI":"10.1145\/3206025.3206058"},{"key":"37_CR17","unstructured":"Li, W.J., Wang, S., Kang, W.C.: Feature learning based deep supervised hashing with pairwise labels. In: IJCAI, pp. 1711\u20131717 (2016)"},{"key":"37_CR18","doi-asserted-by":"crossref","unstructured":"Lin, G., Shen, C., Shi, Q., Van den Hengel, A., Suter, D.: Fast supervised hashing with decision trees for high-dimensional data. In: CVPR, pp. 1971\u20131978 (2014)","DOI":"10.1109\/CVPR.2014.253"},{"key":"37_CR19","doi-asserted-by":"crossref","unstructured":"Lin, J., Li, Z., Tang, J.: Discriminative deep hashing for scalable face image retrieval. In: IJCAI, pp. 2266\u20132272 (2017)","DOI":"10.24963\/ijcai.2017\/315"},{"key":"37_CR20","doi-asserted-by":"crossref","unstructured":"Lin, Z., Ding, G., Hu, M., Wang, J.: Semantics-preserving hashing for cross-view retrieval. In: CVPR, pp. 3864\u20133872 (2015)","DOI":"10.1109\/CVPR.2015.7299011"},{"key":"37_CR21","doi-asserted-by":"crossref","unstructured":"Liong, V.E., Lu, J., Wang, G., Moulin, P., Zhou, J.: Deep hashing for compact binary codes learning. In: CVPR, pp. 2475\u20132483 (2015)","DOI":"10.1109\/CVPR.2015.7298862"},{"key":"37_CR22","doi-asserted-by":"crossref","unstructured":"Liu, W., Wang, J., Ji, R., Jiang, Y.-G., Chang, S.-F.: Supervised hashing with kernels. In: CVPR, pp. 2074\u20132081 (2012)","DOI":"10.1109\/CVPR.2012.6247912"},{"key":"37_CR23","doi-asserted-by":"crossref","unstructured":"Liu, X., He, J., Deng, C., Lang, B.: Collaborative hashing. In: CVPR, pp. 2147\u20132154 (2014)","DOI":"10.1109\/CVPR.2014.275"},{"issue":"4","key":"37_CR24","doi-asserted-by":"publisher","first-page":"824","DOI":"10.1109\/TPAMI.2013.225","volume":"36","author":"J Masci","year":"2014","unstructured":"Masci, J., Bronstein, M.M., Bronstein, A.M., Schmidhuber, J.: Multimodal similarity-preserving hashing. TPAMI 36(4), 824\u2013830 (2014)","journal-title":"TPAMI"},{"key":"37_CR25","doi-asserted-by":"crossref","unstructured":"Shen, F., Shen, C., Shi, Q., Van den Hengel, A., Tang, Z.: Inductive hashing on manifolds. In: CVPR, pp. 1562\u20131569 (2013)","DOI":"10.1109\/CVPR.2013.205"},{"key":"37_CR26","doi-asserted-by":"crossref","unstructured":"Song, J., Yang, Y., Yang, Y., Huang, Z., Shen, H.T.: Inter-media hashing for large-scale retrieval from heterogeneous data sources. In: SIGMOD, pp. 785\u2013796 (2013)","DOI":"10.1145\/2463676.2465274"},{"issue":"1","key":"37_CR27","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1109\/TPAMI.2011.103","volume":"34","author":"C Strecha","year":"2012","unstructured":"Strecha, C., Bronstein, A.M., Bronstein, M.M., Fua, P.: LDAHash: improved matching with smaller descriptors. TPAMI 34(1), 66\u201378 (2012)","journal-title":"TPAMI"},{"key":"37_CR28","doi-asserted-by":"crossref","unstructured":"Torralba, A., Fergus, R., Weiss, Y.: Small codes and large image databases for recognition. In: CVPR, pp. 1\u20138 (2008)","DOI":"10.1109\/CVPR.2008.4587633"},{"key":"37_CR29","unstructured":"Wang, D., Gao, X., Wang, X., He, L.: Semantic topic multimodal hashing for cross-media retrieval. In: AAAI, pp. 3890\u20133896 (2015)"},{"issue":"12","key":"37_CR30","doi-asserted-by":"publisher","first-page":"2393","DOI":"10.1109\/TPAMI.2012.48","volume":"34","author":"J Wang","year":"2012","unstructured":"Wang, J., Kumar, S., Chang, S.-F.: Semi-supervised hashing for large-scale search. TPAMI 34(12), 2393\u20132406 (2012)","journal-title":"TPAMI"},{"key":"37_CR31","doi-asserted-by":"crossref","unstructured":"Wang, W., Ooi, B.C., Yang, X., Zhang, D., Zhuang, Y.: Effective multi-modal retrieval based on stacked auto-encoders, pp. 649\u2013660 (2014)","DOI":"10.14778\/2732296.2732301"},{"key":"37_CR32","unstructured":"Wu, B., Yang, Q., Zheng, W.S., Wang, Y., Wang, J.: Quantized correlation hashing for fast cross-modal search. In: AAAI, pp. 3946\u20133952 (2015)"},{"key":"37_CR33","first-page":"136","volume":"75","author":"X Bai","year":"2018","unstructured":"Bai, X., Yan, C., Yang, H., Bai, L., Zhou, J., Handcock, E.R.: Adaptive hash retrieval with kernel based similarity. PR 75, 136\u2013148 (2018)","journal-title":"PR"},{"key":"37_CR34","first-page":"5033","volume":"23","author":"X Bai","year":"2014","unstructured":"Bai, X., Yang, H., Zhou, J., Ren, P., Cheng, J.: Data-dependent hashing based on p-stable distribution. TIP 23, 5033\u20135046 (2014)","journal-title":"TIP"},{"key":"37_CR35","unstructured":"Zhen, Y., Yeung, D.Y.: Co-regularized hashing for multimodal data. In: NIPS, pp. 1376\u20131384 (2012)"},{"key":"37_CR36","doi-asserted-by":"crossref","unstructured":"Zhang, D., Li, W.J.: Large-scale supervised multimodal hashing with semantic correlation maximization. In: AAAI, pp. 2177\u20132183 (2014)","DOI":"10.1609\/aaai.v28i1.8995"},{"key":"37_CR37","doi-asserted-by":"crossref","unstructured":"Zhu, H., Long, M., Wang, J., Cao, Y.: Deep hashing network for efficient similarity retrieval. In: AAAI, pp. 2415\u20132421 (2016)","DOI":"10.1609\/aaai.v30i1.10235"}],"container-title":["Lecture Notes in Computer Science","Structural, Syntactic, and Statistical Pattern Recognition"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-97785-0_37","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,6]],"date-time":"2025-07-06T04:40:06Z","timestamp":1751776806000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-97785-0_37"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319977843","9783319977850"],"references-count":37,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-97785-0_37","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"2 August 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"S+SSPR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Joint IAPR International Workshops on Statistical Techniques in Pattern Recognition (SPR) and Structural and Syntactic Pattern Recognition (SSPR)","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Beijing","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 August 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 August 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"sspr2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ssspr2018.buaa.edu.cn\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}