{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T08:24:20Z","timestamp":1743063860031},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2015,10,19]],"date-time":"2015-10-19T00:00:00Z","timestamp":1445212800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimedia Systems"],"published-print":{"date-parts":[[2016,11]]},"DOI":"10.1007\/s00530-015-0491-4","type":"journal-article","created":{"date-parts":[[2015,10,19]],"date-time":"2015-10-19T07:41:30Z","timestamp":1445240490000},"page":"725-736","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["A diversity-based search approach to support annotation of a large fish image dataset"],"prefix":"10.1007","volume":"22","author":[{"given":"D.","family":"Giordano","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S.","family":"Palazzo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"C.","family":"Spampinato","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,10,19]]},"reference":[{"issue":"1","key":"491_CR1","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1007\/s11263-012-0564-1","volume":"101","author":"C Vondrick","year":"2013","unstructured":"Vondrick, C., Patterson, D., Ramanan, D.: Efficiently scaling up crowdsourced video annotation\u2014a set of best practices for high quality, economical video labeling. Int. J. Comput. Vis. 101(1), 184\u2013204 (2013)","journal-title":"Int. J. Comput. Vis."},{"key":"491_CR2","doi-asserted-by":"crossref","unstructured":"Khosla, A., Yao, B., Fei-Fei, L.: Integrating randomization and discrimination for classifying human-object interaction activities. In: Human-Centered Social Media Analytics (2014)","DOI":"10.1007\/978-3-319-05491-9_5"},{"key":"491_CR3","doi-asserted-by":"publisher","unstructured":"Boom, B.J., Huang, P.X., Fisher, R.B.: Approximate nearest neighbor search to support manual image annotation of large domain-specific datasets. In: Proceedings of the International Workshop on Video and Image Ground Truth in Computer Vision Applications (VIGTA\u201913), pp. 4:1\u20134:8. ACM, New York (2013). doi: 10.1145\/2501105.2501112","DOI":"10.1145\/2501105.2501112"},{"key":"491_CR4","unstructured":"Boom, B., Huang, P., He, J., Fisher, R.: Supporting ground-truth annotation of image datasets using clustering. In: Pattern Recognition (ICPR), 2012 21st International Conference on, pp. 1542\u20131545 (2012)"},{"key":"491_CR5","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1016\/j.cviu.2014.06.005","volume":"131","author":"D Giordano","year":"2015","unstructured":"Giordano, D., Kavasidis, I., Palazzo, S., Spampinato, C.: Nonparametric label propagation using mutual local similarity in nearest neighbors. Comput. Vis. Image Underst. 131, 116\u2013127 (2015). special section: Large Scale Data-Driven Evaluation in Computer Vision","journal-title":"Comput. Vis. Image Underst."},{"issue":"2","key":"491_CR6","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1016\/0020-0271(64)90006-3","volume":"2","author":"W Goffman","year":"1964","unstructured":"Goffman, W.: A searching procedure for information retrieval. Inf. Storage Retr. 2(2), 73\u201378 (1964)","journal-title":"Inf. Storage Retr."},{"key":"491_CR7","doi-asserted-by":"publisher","unstructured":"Ionescu, B., Popescu, A., Radu, A.-L., M\u00fcller, H.: Result diversification in social image retrieval: a benchmarking framework. Multimed. Tools Appl. 1\u201331 (2014). doi: 10.1007\/s11042-014-2369-4","DOI":"10.1007\/s11042-014-2369-4"},{"key":"491_CR8","doi-asserted-by":"crossref","unstructured":"van Leuken, R.H., Garcia, L., Olivares, X., van Zwol, R.: Visual diversification of image search results. In: Proceedings of the 18th International Conference on World Wide Web (WWW\u201909), pp. 341\u2013350. ACM, New York (2009)","DOI":"10.1145\/1526709.1526756"},{"key":"491_CR9","doi-asserted-by":"crossref","unstructured":"Guillaumin, M., Mensink, T., Verbeek, J., Schmid, C.: TagProp: discriminative metric learning in nearest neighbor models for image auto-annotation. In: Computer Vision, 2009 IEEE 12th International Conference on (2009)","DOI":"10.1109\/ICCV.2009.5459266"},{"key":"491_CR10","doi-asserted-by":"publisher","unstructured":"Kang, F.K.F., Jin, R.J.R., Sukthankar, R.: Correlated label propagation with application to multi-label learning. In: 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR\u201906), vol. 2 (2006). doi: 10.1109\/CVPR.2006.90","DOI":"10.1109\/CVPR.2006.90"},{"key":"491_CR11","doi-asserted-by":"crossref","unstructured":"Feng, Z., Jin, R., Jain, A.: Large-scale image annotation by efficient and robust kernel metric learning. In: Proceedings of International Conference on Computer Vision (ICCV) (2013)","DOI":"10.1109\/ICCV.2013.203"},{"key":"491_CR12","doi-asserted-by":"publisher","unstructured":"Makadia, A., Pavlovic, V., Kumar, S.: A new baseline for image annotation. In: Proc. ECCV, pp. 316\u2013329 (2008). doi: 10.1007\/978-3-540-88690-7 ; http:\/\/www.cs.rutgers.edu\/~vladimir\/pub\/makadia08eccv.pdf","DOI":"10.1007\/978-3-540-88690-7"},{"key":"491_CR13","doi-asserted-by":"crossref","unstructured":"Guillaumin, M., Verbeek, J., Schmid, C.: Is that you? Metric learning approaches for face identification. In: Computer Vision, 2009 IEEE 12th International Conference on (2009)","DOI":"10.1109\/ICCV.2009.5459197"},{"key":"491_CR14","doi-asserted-by":"publisher","unstructured":"Hertz, T., Bar-Hillel, A., Weinshall, D.: Learning distance functions for image retrieval. In: Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004 (CVPR\u201904), vol. 2. doi: 10.1109\/CVPR.2004.1315215","DOI":"10.1109\/CVPR.2004.1315215"},{"key":"491_CR15","doi-asserted-by":"publisher","unstructured":"Jin, R.J.R., Wang, S.W.S., Zhou, Z.-H.: Learning a distance metric from multi-instance multi-label data. In: 2009 IEEE Conference on Computer Vision and Pattern Recognition. doi: 10.1109\/CVPR.2009.5206684","DOI":"10.1109\/CVPR.2009.5206684"},{"key":"491_CR16","doi-asserted-by":"crossref","unstructured":"Verma, Y., Jawahar, C.V.: Image annotation using metric learning in semantic neighbourhoods. In: Computer Vision\u2014ECCV 2012, pp. 836\u2013849. Springer, Berlin (2012)","DOI":"10.1007\/978-3-642-33712-3_60"},{"key":"491_CR17","doi-asserted-by":"crossref","unstructured":"Cai, X., Wang, H., Huang, H., Ding, C.: Simultaneous image classification and annotation via biased random walk on tri-relational graph. In: Computer Vision\u2014ECCV 2012, pp. 823\u2013836. Springer, Berlin (2012)","DOI":"10.1007\/978-3-642-33783-3_59"},{"key":"491_CR18","doi-asserted-by":"publisher","unstructured":"Liu, J., Li, M., Liu, Q., Lu, H., Ma, S.: Image annotation via graph learning (2009). doi: 10.1016\/j.patcog.2008.04.012","DOI":"10.1016\/j.patcog.2008.04.012"},{"key":"491_CR19","doi-asserted-by":"publisher","unstructured":"Li, J.L.J., Wang, J.\u00a0: Automatic linguistic indexing of pictures by a statistical modeling approach. IEEE Trans. Pattern Anal. Mach. Intell. 25(9). doi: 10.1109\/TPAMI.2003.1227984","DOI":"10.1109\/TPAMI.2003.1227984"},{"key":"491_CR20","doi-asserted-by":"publisher","unstructured":"Yang, C., Dong, M., Hua, J.: Region-based image annotation using asymmetrical support vector machine-based multiple-instance learning. In: 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR\u201906), vol. 2. doi: 10.1109\/CVPR.2006.250","DOI":"10.1109\/CVPR.2006.250"},{"key":"491_CR21","doi-asserted-by":"publisher","unstructured":"Feng, S., Manmatha, R., Lavrenko, V.: Multiple Bernoulli relevance models for image and video annotation. In: Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004 (CVPR\u201904), vol. 2. doi: 10.1109\/CVPR.2004.1315274","DOI":"10.1109\/CVPR.2004.1315274"},{"key":"491_CR22","doi-asserted-by":"publisher","unstructured":"Jeon, J., Lavrenko, V., Manmatha, R.: Automatic image annotation and retrieval using cross-media relevance models. In: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR\u201903), pp. 119\u2013126. (2003). doi: 10.1145\/860435.860459 ; http:\/\/dl.acm.org\/citation.cfm?id=860435.860459","DOI":"10.1145\/860435.860459"},{"key":"491_CR23","unstructured":"Lavrenko, V., Manmatha, R., Jeon, J.: A model for learning the semantics of pictures. In: 16th Conference on Advances in Neural Information Processing Systems (NIPS), pp. 553\u2013560. http:\/\/books.nips.cc\/papers\/files\/nips16\/NIPS2003_AA70.pdf (2003)"},{"key":"491_CR24","doi-asserted-by":"publisher","first-page":"1107","DOI":"10.1162\/153244303322533214","volume":"3","author":"K Barnard","year":"2003","unstructured":"Barnard, K., Forsyth, D., Jordan, M.I., Duygulu, P., de Freitas, N., Blei, D.M.: Matching words and pictures. J. Mach. Learn. Res. 3, 1107\u20131135 (2003). doi: 10.1162\/153244303322533214","journal-title":"J. Mach. Learn. Res."},{"key":"491_CR25","doi-asserted-by":"publisher","unstructured":"Vajda, S., You, D., Antani, S., Thoma, G.: Label the many with a few: semi-automatic medical image modality discovery in a large image collection. In: Computational Intelligence in Healthcare and e-health (CICARE), 2014 IEEE Symposium on, pp. 167\u2013173 (2014). doi: 10.1109\/CICARE.2014.7007850","DOI":"10.1109\/CICARE.2014.7007850"},{"issue":"1","key":"491_CR26","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1007\/s11263-006-0007-y","volume":"74","author":"T Deselaers","year":"2007","unstructured":"Deselaers, T., M\u00fcller, H., Clough, P., Ney, H., Lehmann, T.: The CLEF 2005 automatic medical image annotation task. Int. J. Comput. Vis. 74(1), 51\u201358 (2007). doi: 10.1007\/s11263-006-0007-y","journal-title":"Int. J. Comput. Vis."},{"key":"491_CR27","doi-asserted-by":"crossref","unstructured":"Cai, D., He, X., Li, Z., Ma, W.-Y., Wen, J.-R.: Hierarchical clustering of www image search results using visual. In: Association for Computing Machinery, Inc., (2004)","DOI":"10.1145\/1027527.1027747"},{"key":"491_CR28","doi-asserted-by":"crossref","unstructured":"Jing, F., Wang, C., Yao, Y., Deng, K., Zhang, L., Ma, W.-Y.: Igroup: web image search results clustering. In: Proceedings of the 14th Annual ACM International Conference on Multimedia, MULTIMEDIA\u201906, pp. 377\u2013384. ACM, New York (2006)","DOI":"10.1145\/1180639.1180720"},{"key":"491_CR29","unstructured":"Dang-Nguyen, D., Piras, L., Giacinto, G., Boato, G., F.G.B., D.N.: Retrieval of diverse images by pre-filtering and hierarchical clustering. In: Proceedings of the MediaEval 2014 Workshop, CEUR-WS.org (2014)"},{"key":"491_CR30","doi-asserted-by":"publisher","unstructured":"Jaimes, A., Chang, S.-F., Loui, A.: Detection of non-identical duplicate consumer photographs. In: Information, Communications and Signal Processing, 2003 and Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint Conference of the Fourth International Conference on, vol. 1, pp. 16\u201320 (2003). doi: 10.1109\/ICICS.2003.1292404","DOI":"10.1109\/ICICS.2003.1292404"},{"key":"491_CR31","doi-asserted-by":"publisher","unstructured":"Dong, W., Wang, Z., Charikar, M., Li, K.: High-confidence near-duplicate image detection. In: Proceedings of the 2Nd ACM International Conference on Multimedia Retrieval, ICMR\u201912, pp. 1:1\u20131:8. ACM, New York (2012). doi: 10.1145\/2324796.2324798","DOI":"10.1145\/2324796.2324798"},{"key":"491_CR32","doi-asserted-by":"publisher","unstructured":"Srinivasan, S.H., Sawant, N.: Finding near-duplicate images on the web using fingerprints. In: Proceedings of the 16th ACM International Conference on Multimedia, MM\u201908, pp. 881\u2013884. ACM, New York (2008). doi: 10.1145\/1459359.1459512","DOI":"10.1145\/1459359.1459512"},{"key":"491_CR33","unstructured":"Spampinato, C., Palazzo, S.: PeRCeiVe Lab@UNICT at mediaeval 2014 diverse images: random forests for diversity-based clustering. In: Proceedings of the MediaEval 2014 Workshop, CEUR-WS.org (2014)"},{"issue":"1","key":"491_CR34","doi-asserted-by":"crossref","first-page":"118","DOI":"10.1198\/106186006X94072","volume":"15","author":"T Shi","year":"2006","unstructured":"Shi, T., Horvath, S.: Unsupervised learning with random forest predictors. J. Comput. Graph. Stat. 15(1), 118\u2013138 (2006)","journal-title":"J. Comput. Graph. Stat."},{"issue":"2","key":"491_CR35","doi-asserted-by":"publisher","first-page":"3336","DOI":"10.1016\/j.eswa.2008.01.039","volume":"36","author":"H-S Park","year":"2009","unstructured":"Park, H.-S., Jun, C.-H.: A simple and fast algorithm for k-medoids clustering. Expert Syst. Appl. 36(2), 3336\u20133341 (2009). doi: 10.1016\/j.eswa.2008.01.039","journal-title":"Expert Syst. Appl."},{"issue":"2","key":"491_CR36","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1109\/TPAMI.2004.1262177","volume":"26","author":"V Kolmogorov","year":"2004","unstructured":"Kolmogorov, V., Zabih, R.: What energy functions can be minimized via graph cuts? IEEE Trans. Pattern Anal. Mach. Intell. 26(2), 147\u2013159 (2004)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"9","key":"491_CR37","doi-asserted-by":"crossref","first-page":"1124","DOI":"10.1109\/TPAMI.2004.60","volume":"26","author":"Y Boykov","year":"2004","unstructured":"Boykov, Y., Kolmogorov, V.: An experimental comparison of min-cut\/max-flow algorithms for energy minimization in vision. IEEE Trans. Pattern Anal. Mach. Intell. 26(9), 1124\u20131137 (2004)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"491_CR38","doi-asserted-by":"crossref","unstructured":"Stricker, M., Orengo, M.: Similarity of color images. In: Proc. SPIE Storage and Retrieval for Image and Video Databases, vol. 2420, pp. 381\u2013392. Citeseer (1995)","DOI":"10.1117\/12.205308"},{"key":"491_CR39","doi-asserted-by":"crossref","unstructured":"Ojala, T., Pietikainen, M., Harwood, D.: Performance evaluation of texture measures with classification based on Kullback discrimination of distributions. In: Proceedings of 12th International Conference on Pattern Recognition, vol. 1","DOI":"10.1109\/ICPR.1994.576366"},{"key":"491_CR40","doi-asserted-by":"publisher","unstructured":"Weiss, Y., Fergus, R., Torralba, A.: Multidimensional spectral hashing. In: European Conference on Computer Vision. LNCS, vol. 7576, pp. 340\u2013353. Springer, Berlin (2012). doi: 10.1007\/978-3-642-33715-4_25","DOI":"10.1007\/978-3-642-33715-4_25"}],"container-title":["Multimedia Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-015-0491-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00530-015-0491-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-015-0491-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-015-0491-4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,31]],"date-time":"2019-08-31T17:57:42Z","timestamp":1567274262000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00530-015-0491-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,10,19]]},"references-count":40,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2016,11]]}},"alternative-id":["491"],"URL":"https:\/\/doi.org\/10.1007\/s00530-015-0491-4","relation":{},"ISSN":["0942-4962","1432-1882"],"issn-type":[{"value":"0942-4962","type":"print"},{"value":"1432-1882","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,10,19]]}}}