{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T08:55:53Z","timestamp":1775638553527,"version":"3.50.1"},"publisher-location":"Cham","reference-count":56,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319464749","type":"print"},{"value":"9783319464756","type":"electronic"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"vor","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":[[2016]]},"DOI":"10.1007\/978-3-319-46475-6_48","type":"book-chapter","created":{"date-parts":[[2016,9,16]],"date-time":"2016-09-16T08:48:10Z","timestamp":1474015690000},"page":"785-801","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":33,"title":["Polysemous Codes"],"prefix":"10.1007","author":[{"given":"Matthijs","family":"Douze","sequence":"first","affiliation":[]},{"given":"Herv\u00e9","family":"J\u00e9gou","sequence":"additional","affiliation":[]},{"given":"Florent","family":"Perronnin","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,9,17]]},"reference":[{"key":"48_CR1","doi-asserted-by":"crossref","unstructured":"Ai, L., Yu, J., Wu, Z., He, Y., Guan, T.: Optimized residual vector quantization for efficient approximate nearest neighbor search. Multimedia Syst. 1\u201313 (2015)","DOI":"10.1007\/s00530-015-0470-9"},{"key":"48_CR2","doi-asserted-by":"crossref","unstructured":"Andoni, A., Indyk, P., Nguyen, H.L., Razenshteyn, I.: Beyond locality-sensitive hashing. In: SODA, pp. 1018\u20131028 (2014)","DOI":"10.1137\/1.9781611973402.76"},{"key":"48_CR3","doi-asserted-by":"crossref","unstructured":"Andr\u00e9, F., Kermarrec, A.M., le Scouarnec, N.: Cache locality is not enough: high-performance nearest neighbor search with product quantization fast scan. In: Proceedings of the International Conference on Very Large DataBases (2015)","DOI":"10.14778\/2856318.2856324"},{"key":"48_CR4","doi-asserted-by":"crossref","unstructured":"Babenko, A., Lempitsky, V.: The inverted multi-index. In: CVPR, June 2012","DOI":"10.1109\/CVPR.2012.6248038"},{"key":"48_CR5","doi-asserted-by":"crossref","unstructured":"Babenko, A., Lempitsky, V.: Additive quantization for extreme vector compression. In: CVPR, June 2014","DOI":"10.1109\/CVPR.2014.124"},{"key":"48_CR6","unstructured":"Babenko, A., Lempitsky, V.: Improving bilayer product quantization for billion-scale approximate nearest neighbors in high dimensions. arXiv preprint arXiv:1404.1831 (2014)"},{"key":"48_CR7","doi-asserted-by":"crossref","unstructured":"Babenko, A., Lempitsky, V.: Tree quantization for large-scale similarity search and classification. In: CVPR, June 2015","DOI":"10.1109\/CVPR.2015.7299052"},{"key":"48_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"584","DOI":"10.1007\/978-3-319-10590-1_38","volume-title":"Computer Vision \u2013 ECCV 2014","author":"A Babenko","year":"2014","unstructured":"Babenko, A., Slesarev, A., Chigorin, A., Lempitsky, V.: Neural codes for image retrieval. In: Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T. (eds.) ECCV 2014, Part I. LNCS, vol. 8689, pp. 584\u2013599. Springer, Heidelberg (2014)"},{"key":"48_CR9","doi-asserted-by":"crossref","unstructured":"Balu, R., Furon, T., J\u00e9gou, H.: Beyond project and sign for distance estimation with binary codes. In: ICASSP, April 2014","DOI":"10.1109\/ICASSP.2014.6854934"},{"issue":"2","key":"48_CR10","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1109\/83.480761","volume":"5","author":"CF Barnes","year":"1996","unstructured":"Barnes, C.F., Rizvi, S., Nasrabadi, N.: Advances in residual vector quantization: a review. IEEE Trans. Image Process. 5(2), 226\u2013262 (1996)","journal-title":"IEEE Trans. Image Process."},{"key":"48_CR11","doi-asserted-by":"crossref","unstructured":"Charikar, M.S.: Similarity estimation techniques from rounding algorithms. In: STOC, pp. 380\u2013388, May 2002","DOI":"10.1145\/509907.509965"},{"issue":"12","key":"48_CR12","doi-asserted-by":"publisher","first-page":"11259","DOI":"10.3390\/s101211259","volume":"10","author":"Y Chen","year":"2010","unstructured":"Chen, Y., Guan, T., Wang, C.: Approximate nearest neighbor search by residual vector quantization. Sensors 10(12), 11259\u201311273 (2010)","journal-title":"Sensors"},{"key":"48_CR13","unstructured":"Cho, M., Lee, K.M.: Mode-seeking on graphs via random walks. In: CVPR, June 2012"},{"key":"48_CR14","doi-asserted-by":"crossref","unstructured":"Dong, W., Charikar, M., Li, K.: Efficient k-nearest neighbor graph construction for generic similarity measures. In: WWW, March 2011","DOI":"10.1145\/1963405.1963487"},{"key":"48_CR15","doi-asserted-by":"crossref","unstructured":"Dong, W., Charikar, M., Li, K.: Asymmetric distance estimation with sketches for similarity search in high-dimensional spaces. In: SIGIR, pp. 123\u2013130, July 2008","DOI":"10.1145\/1390334.1390358"},{"issue":"5","key":"48_CR16","doi-asserted-by":"publisher","first-page":"799","DOI":"10.1109\/18.53739","volume":"36","author":"N Farvardin","year":"1990","unstructured":"Farvardin, N.: A study of vector quantization for noisy channels. IEEE Trans. Inform. Theor. 36(5), 799\u2013809 (1990)","journal-title":"IEEE Trans. Inform. Theor."},{"issue":"1","key":"48_CR17","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1109\/18.61130","volume":"37","author":"N Farvardin","year":"1991","unstructured":"Farvardin, N., Vaishampayan, V.: On the performance and complexity of channel-optimized vector quantizers. IEEE Trans. Inform. Theor. 37(1), 155\u2013160 (1991)","journal-title":"IEEE Trans. Inform. Theor."},{"key":"48_CR18","doi-asserted-by":"crossref","unstructured":"Ge, T., He, K., Ke, Q., Sun, J.: Optimized product quantization for approximate nearest neighbor search. In: CVPR, June 2013","DOI":"10.1109\/CVPR.2013.379"},{"key":"48_CR19","unstructured":"Gionis, A., Indyk, P., Motwani, R.: Similarity search in high dimension via hashing. In: Proceedings of the International Conference on Very Large DataBases, pp. 518\u2013529 (1999)"},{"key":"48_CR20","doi-asserted-by":"crossref","unstructured":"Gong, Y., Lazebnik, S.: Iterative quantization: a procrustean approach to learning binary codes. In: CVPR, June 2011","DOI":"10.1109\/CVPR.2011.5995432"},{"key":"48_CR21","doi-asserted-by":"crossref","unstructured":"Gordo, A., Perronnin, F.: Asymmetric distances for binary embeddings. In: CVPR (2011)","DOI":"10.1109\/CVPR.2011.5995505"},{"key":"48_CR22","doi-asserted-by":"publisher","first-page":"2325","DOI":"10.1109\/18.720541","volume":"44","author":"RM Gray","year":"1998","unstructured":"Gray, R.M., Neuhoff, D.L.: Quantization. IEEE Trans. Inform. Theor. 44, 2325\u20132384 (1998)","journal-title":"IEEE Trans. Inform. Theor."},{"key":"48_CR23","doi-asserted-by":"crossref","unstructured":"He, K., Wen, F., Sun, J.: K-means hashing: an affinity-preserving quantization method for learning binary compact codes. In: CVPR (2013)","DOI":"10.1109\/CVPR.2013.378"},{"key":"48_CR24","doi-asserted-by":"crossref","unstructured":"Indyk, P., Motwani, R.: Approximate nearest neighbors: towards removing the curse of dimensionality. In: STOC, pp. 604\u2013613 (1998)","DOI":"10.1145\/276698.276876"},{"key":"48_CR25","doi-asserted-by":"crossref","unstructured":"Jain, M., J\u00e9gou, H., Gros, P.: Asymmetric hamming embedding. In: ACM Multimedia, October 2011","DOI":"10.1145\/2072298.2072035"},{"key":"48_CR26","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"304","DOI":"10.1007\/978-3-540-88682-2_24","volume-title":"Computer Vision \u2013 ECCV 2008","author":"H Jegou","year":"2008","unstructured":"Jegou, H., Douze, M., Schmid, C.: Hamming embedding and weak geometric consistency for large scale image search. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part I. LNCS, vol. 5302, pp. 304\u2013317. Springer, Heidelberg (2008)"},{"issue":"1","key":"48_CR27","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1109\/TPAMI.2010.57","volume":"33","author":"H J\u00e9gou","year":"2011","unstructured":"J\u00e9gou, H., Douze, M., Schmid, C.: Product quantization for nearest neighbor search. IEEE Trans. PAMI 33(1), 117\u2013128 (2011)","journal-title":"IEEE Trans. PAMI"},{"key":"48_CR28","doi-asserted-by":"crossref","unstructured":"J\u00e9gou, H., Douze, M., Schmid, C., P\u00e9rez, P.: Aggregating local descriptors into a compact image representation. In: CVPR, June 2010","DOI":"10.1109\/CVPR.2010.5540039"},{"key":"48_CR29","doi-asserted-by":"crossref","unstructured":"J\u00e9gou, H., Tavenard, R., Douze, M., Amsaleg, L.: Searching in one billion vectors: re-rank with source coding. In: ICASSP, May 2011","DOI":"10.1109\/ICASSP.2011.5946540"},{"key":"48_CR30","doi-asserted-by":"crossref","unstructured":"Juang, B.H., Gray, A.J.: Multiple stage vector quantization for speech coding. In: ICASSP, vol. 7, pp. 597\u2013600. IEEE (1982)","DOI":"10.1109\/ICASSP.1982.1171604"},{"key":"48_CR31","doi-asserted-by":"crossref","unstructured":"Kalantidis, Y., Avrithis, Y.: Locally optimized product quantization for approximate nearest neighbor search. In: CVPR, June 2014","DOI":"10.1109\/CVPR.2014.298"},{"key":"48_CR32","unstructured":"Krizhevsky, A., Sutskever, I., Hinton, G.E.: Imagenet classification with deep convolutional neural networks. In: NIPS, December 2012"},{"key":"48_CR33","doi-asserted-by":"crossref","unstructured":"Kulis, B., Grauman, K.: Kernelized locality-sensitive hashing for scalable image search. In: ICCV, October 2009","DOI":"10.1109\/ICCV.2009.5459466"},{"key":"48_CR34","unstructured":"LeCun, Y., Boser, B., Denker, J., Henderson, D., Howard, R., Hubbard, W., Jackel, L.: Handwritten digit recognition with a back-propagation network. In: Advances in Neural Information Processing Systems 2, NIPS (1989)"},{"issue":"2","key":"48_CR35","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"DG Lowe","year":"2004","unstructured":"Lowe, D.G.: Distinctive image features from scale-invariant keypoints. IJCV 60(2), 91\u2013110 (2004)","journal-title":"IJCV"},{"key":"48_CR36","unstructured":"Lv, Q., Josephson, W., Wang, Z., Charikar, M., Li, K.: Multi-probe LSH: efficient indexing for high-dimensional similarity search. In: Proceedings of the International Conference on Very Large DataBases, pp. 950\u2013961 (2007)"},{"key":"48_CR37","doi-asserted-by":"crossref","unstructured":"Lv, Q., Charikar, M., Li, K.: Image similarity search with compact data structures. In: CIKM, pp. 208\u2013217, November 2004","DOI":"10.1145\/1031171.1031213"},{"key":"48_CR38","unstructured":"Martinez, J., Hoos, H.H., Little, J.J.: Stacked quantizers for compositional vector compression. arXiv preprint arXiv:1411.2173 (2014)"},{"key":"48_CR39","doi-asserted-by":"crossref","unstructured":"Norouzi, M., Fleet, D.: Cartesian k-means. In: CVPR, June 2013","DOI":"10.1109\/CVPR.2013.388"},{"key":"48_CR40","doi-asserted-by":"crossref","unstructured":"Norouzi, M., Punjani, A., Fleet, D.J.: Fast search in hamming space with multi-index hashing. In: CVPR (2012)","DOI":"10.1109\/CVPR.2012.6248043"},{"issue":"11","key":"48_CR41","doi-asserted-by":"publisher","first-page":"1348","DOI":"10.1016\/j.patrec.2010.04.004","volume":"31","author":"L Paulev\u00e9","year":"2010","unstructured":"Paulev\u00e9, L., J\u00e9gou, H., Amsaleg, L.: Locality sensitive hashing: a comparison of hash function types and querying mechanisms. Pattern Recogn. Lett. 31(11), 1348\u20131358 (2010)","journal-title":"Pattern Recogn. Lett."},{"key":"48_CR42","unstructured":"Raginsky, M., Lazebnik, S.: Locality-sensitive binary codes from shift-invariant kernels. In: NIPS (2010)"},{"key":"48_CR43","unstructured":"Thomee, B., Shamma, D.A., Friedland, G., Elizalde, B., Ni, K., Poland, D., Borth, D., Li, L.J.: The new data and new challenges in multimedia research. arXiv preprint arXiv:1503.01817 , March 2015"},{"issue":"11","key":"48_CR44","doi-asserted-by":"publisher","first-page":"1958","DOI":"10.1109\/TPAMI.2008.128","volume":"30","author":"A Torralba","year":"2008","unstructured":"Torralba, A., Fergus, R., Freeman, W.T.: 80 million tiny images: a large database for non-parametric object and scene recognition. IEEE Trans. PAMI 30(11), 1958\u20131970 (2008)","journal-title":"IEEE Trans. PAMI"},{"key":"48_CR45","doi-asserted-by":"crossref","unstructured":"Torralba, A., Fergus, R., Weiss, Y.: Small codes and large databases for recognition. In: CVPR, June 2008","DOI":"10.1109\/CVPR.2008.4587633"},{"key":"48_CR46","doi-asserted-by":"crossref","unstructured":"Usunier, N., Buffoni, D., Gallinari, P.: Ranking with ordered weighted pairwise classification. In: ICML, June 2009","DOI":"10.1145\/1553374.1553509"},{"key":"48_CR47","doi-asserted-by":"crossref","unstructured":"Wang, J., Wang, J., Zeng, G., Tu, Z., Gan, R., Li, S.: Scalable k-NN graph construction for visual descriptors. In: CVPR, pp. 1106\u20131113, June 2012","DOI":"10.1109\/CVPR.2012.6247790"},{"key":"48_CR48","unstructured":"Wang, J., Shen, H.T., Song, J., Ji, J.: Hashing for similarity search: a survey. arXiv preprint arXiv:1408.2927 (2014)"},{"issue":"12","key":"48_CR49","first-page":"1","volume":"6","author":"J Wang","year":"2012","unstructured":"Wang, J., Kumar, S., Chang, S.F.: Semi-supervised hashing for large scale search. IEEE Trans. PAMI 6(12), 1 (2012)","journal-title":"IEEE Trans. PAMI"},{"key":"48_CR50","unstructured":"Wang, J., Liu, W., Kumar, S., Chang, S.: Learning to hash for indexing big data - a survey. CoRR abs\/1509.05472 (2015). http:\/\/arxiv.org\/abs\/1509.05472"},{"key":"48_CR51","unstructured":"Weiss, Y., Torralba, A., Fergus, R.: Spectral hashing. In: NIPS, December 2009"},{"key":"48_CR52","doi-asserted-by":"crossref","unstructured":"Xia, Y., He, K., Wen, F., Sun, J.: Joint inverted indexing. In: ICCV, December 2013","DOI":"10.1109\/ICCV.2013.424"},{"key":"48_CR53","unstructured":"Xu, H., Wang, J., Li, Z., Zeng, G., Li, S., Yu, N.: Complementary hashing for approximate nearest neighbor search. In: ICCV, November 2011"},{"issue":"12","key":"48_CR54","doi-asserted-by":"publisher","first-page":"2147","DOI":"10.1109\/26.64657","volume":"38","author":"K Zeger","year":"1990","unstructured":"Zeger, K., Gersho, A.: Pseudo-gray coding. IEEE Trans. Commun. 38(12), 2147\u20132158 (1990)","journal-title":"IEEE Trans. Commun."},{"key":"48_CR55","unstructured":"Zhang, T., Du, C., Wang, J.: Composite quantization for approximate nearest neighbor search. In: ICML, pp. 838\u2013846, June 2014"},{"key":"48_CR56","doi-asserted-by":"crossref","unstructured":"Zhang, T., Qi, G.J., Tang, J., Wang, J.: Sparse composite quantization. In: CVPR, June 2015","DOI":"10.1109\/CVPR.2015.7299085"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ECCV 2016"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-46475-6_48","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,10]],"date-time":"2025-06-10T19:15:19Z","timestamp":1749582919000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-46475-6_48"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319464749","9783319464756"],"references-count":56,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-46475-6_48","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"17 September 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ECCV","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"European Conference on Computer Vision","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Amsterdam","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"The Netherlands","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 October 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 October 2016","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"eccv2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.eccv2016.org\/","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"}]}}