{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T00:07:01Z","timestamp":1775261221831,"version":"3.50.1"},"publisher-location":"Cham","reference-count":28,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030033347","type":"print"},{"value":"9783030033354","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-03335-4_17","type":"book-chapter","created":{"date-parts":[[2018,11,1]],"date-time":"2018-11-01T08:14:02Z","timestamp":1541060042000},"page":"193-205","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Deep Supervised Auto-encoder Hashing for Image Retrieval"],"prefix":"10.1007","author":[{"given":"Sanli","family":"Tang","sequence":"first","affiliation":[]},{"given":"Haoyuan","family":"Chi","sequence":"additional","affiliation":[]},{"given":"Jie","family":"Yang","sequence":"additional","affiliation":[]},{"given":"Xiaolin","family":"Huang","sequence":"additional","affiliation":[]},{"given":"Masoumeh","family":"Zareapoor","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,11,2]]},"reference":[{"key":"17_CR1","unstructured":"Abadi, M., Agarwal, A., Barham, P., et al.: TensorFlow: large-scale machine learning on heterogeneous distributed systems (2016)"},{"key":"17_CR2","doi-asserted-by":"crossref","unstructured":"Cao, Y., Long, M., Wang, J., Zhu, H., Wen, Q.: Deep quantization network for efficient image retrieval. In: Thirtieth AAAI Conference on Artificial Intelligence, pp. 3457\u20133463 (2016)","DOI":"10.1609\/aaai.v30i1.10455"},{"key":"17_CR3","doi-asserted-by":"crossref","unstructured":"Chang, S.F., Jiang, Y.G., Ji, R., Wang, J., Liu, W.: Supervised hashing with kernels. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 2074\u20132081 (2012)","DOI":"10.1109\/CVPR.2012.6247912"},{"key":"17_CR4","unstructured":"Chollet, F.: Keras (2015). https:\/\/github.com\/fchollet\/keras"},{"key":"17_CR5","doi-asserted-by":"crossref","unstructured":"Dalal, N., Triggs, B.: Histograms of oriented gradients for human detection. In: 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2005, pp. 886\u2013893 (2005)","DOI":"10.1109\/CVPR.2005.177"},{"key":"17_CR6","unstructured":"Dilokthanakul, N., et al.: Deep unsupervised clustering with gaussian mixture variational autoencoders (2016)"},{"key":"17_CR7","unstructured":"Doersch, C.: Tutorial on variational autoencoders. arXiv preprint arXiv:1606.05908 (2016)"},{"key":"17_CR8","doi-asserted-by":"crossref","unstructured":"En, S., Cr\u00e9milleux, B., Jurie, F.: Unsupervised deep hashing with stacked convolutional autoencoders. Working paper or preprint, May 2017. https:\/\/hal.archives-ouvertes.fr\/hal-01528097","DOI":"10.1109\/ICIP.2017.8296917"},{"key":"17_CR9","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S.: Deep residual learning for image recognition. In: Computer Vision and Pattern Recognition, pp. 770\u2013778 (2016)","DOI":"10.1109\/CVPR.2016.90"},{"key":"17_CR10","unstructured":"Krizhevsky, A.: Learning multiple layers of features from tiny images (2009)"},{"key":"17_CR11","unstructured":"Krizhevsky, A., Sutskever, I., Hinton, G.E.: Imagenet classification with deep convolutional neural networks. In: International Conference on Neural Information Processing Systems, pp. 1097\u20131105 (2012)"},{"key":"17_CR12","unstructured":"Larsen, A.B.L., Snderby, S.K.: Larochelle: autoencoding beyond pixels using a learned similarity metric, pp. 1558\u20131566 (2015)"},{"key":"17_CR13","doi-asserted-by":"crossref","unstructured":"Lazebnik, S.: Iterative quantization: a procrustean approach to learning binary codes. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 817\u2013824 (2011)","DOI":"10.1109\/CVPR.2011.5995432"},{"issue":"11","key":"17_CR14","doi-asserted-by":"publisher","first-page":"2278","DOI":"10.1109\/5.726791","volume":"86","author":"Y Lcun","year":"1998","unstructured":"Lcun, Y., Bottou, L., Bengio, Y., Haffner, P.: Gradient-based learning applied to document recognition. Proc. IEEE 86(11), 2278\u20132324 (1998)","journal-title":"Proc. IEEE"},{"issue":"2","key":"17_CR15","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1142\/S1793351X17400074","volume":"11","author":"K Li","year":"2017","unstructured":"Li, K., Qi, G.J., Ye, J., Yusuph, T., Hua, K.A.: Semantic image retrieval with feature space rankings. Int. J. Semant. Comput. 11(2), 171\u2013192 (2017)","journal-title":"Int. J. Semant. Comput."},{"key":"17_CR16","doi-asserted-by":"crossref","unstructured":"Liu, H., Wang, R., Shan, S., Chen, X.: Deep supervised hashing for fast image retrieval. In: Computer Vision and Pattern Recognition, pp. 2064\u20132072 (2016)","DOI":"10.1109\/CVPR.2016.227"},{"key":"17_CR17","unstructured":"Liu, W., Wang, J., Kumar, S., Chang, S.F.: Hashing with graphs. In: International Conference on Machine Learning, ICML 2011, Bellevue, Washington, USA, 28 June\u2013July, pp. 1\u20138 (2011)"},{"key":"17_CR18","unstructured":"Makhzani, A., Shlens, J., Jaitly, N., Goodfellow, I.: Adversarial autoencoders. Computer Science (2015)"},{"key":"17_CR19","unstructured":"Netzer, Y., Wang, T., Coates, A., Bissacco, A., Wu, B., Ng, A.Y.: Reading digits in natural images with unsupervised feature learning. In: Nips Workshop on Deep Learning and Unsupervised Feature Learning (2011)"},{"issue":"3","key":"17_CR20","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1023\/A:1011139631724","volume":"42","author":"A Oliva","year":"2001","unstructured":"Oliva, A., Torralba, A.: Modeling the shape of the scene: a holistic representation of the spatial envelope. Int. J. Comput. Vis. 42(3), 145\u2013175 (2001)","journal-title":"Int. J. Comput. Vis."},{"key":"17_CR21","unstructured":"Pu, Y., Gan, Z., Henao, R.: Variational autoencoder for deep learning of images, labels and captions (2016)"},{"key":"17_CR22","unstructured":"Rasmus, A., Berglund, M., Honkala, M., Valpola, H., Raiko, T.: Semi-supervised learning with ladder networks. In: Cortes, C., Lawrence, N.D., Lee, D.D., Sugiyama, M., Garnett, R. (eds.) Advances in Neural Information Processing Systems 28, pp. 3546\u20133554. Curran Associates, Inc. (2015). http:\/\/papers.nips.cc\/paper\/5947-semi-supervised-learning-with-ladder-networks.pdf"},{"issue":"3","key":"17_CR23","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1016\/j.patrec.2011.10.018","volume":"33","author":"J Shao","year":"2012","unstructured":"Shao, J., Wu, F., Ouyang, C., Zhang, X.: Sparse spectral hashing. Pattern Recognit. Lett. 33(3), 271\u2013277 (2012)","journal-title":"Pattern Recognit. Lett."},{"key":"17_CR24","unstructured":"Vincent, P., Larochelle, H., Lajoie, I., et al.: Stacked denoising autoencoders: learning useful representations in a deep network with a local denoising criterion. J. Mach. Learn. Res. 11(12), 3371\u20133408 (2010)"},{"issue":"99","key":"17_CR25","first-page":"1","volume":"PP","author":"J Wang","year":"2016","unstructured":"Wang, J., Zhang, T.: A survey on learning to hash. IEEE Trans. Pattern Anal. Mach. Intell. PP(99), 1 (2016)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"17_CR26","doi-asserted-by":"crossref","unstructured":"Xia, R., Pan, Y., Lai, H., Liu, C.: Supervised hashing for image retrieval via image representation learning. In: AAAI, vol. 1, p. 2 (2014)","DOI":"10.1609\/aaai.v28i1.8952"},{"issue":"99","key":"17_CR27","first-page":"1","volume":"PP","author":"HF Yang","year":"2015","unstructured":"Yang, H.F., Lin, K., Chen, C.S.: Supervised learning of semantics-preserving hash via deep convolutional neural networks. IEEE Trans. Pattern Anal. Mach. Intell. PP(99), 1 (2015)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"17_CR28","doi-asserted-by":"crossref","unstructured":"Yu, A., Grauman, K.: Fine-grained visual comparisons with local learning. In: Computer Vision and Pattern Recognition, pp. 192\u2013199 (2014)","DOI":"10.1109\/CVPR.2014.32"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition and Computer Vision"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-03335-4_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T22:52:56Z","timestamp":1775256776000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-03335-4_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030033347","9783030033354"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-03335-4_17","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"2 November 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PRCV","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Chinese Conference on Pattern Recognition and Computer Vision (PRCV)","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Guangzhou","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":"23 November 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 November 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ccprcv2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/prcv.qyhw.net.cn\/?lang=en&meeting_id=255","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}