{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T13:55:25Z","timestamp":1760709325072,"version":"3.37.3"},"reference-count":44,"publisher":"Springer Science and Business Media LLC","issue":"21","license":[{"start":{"date-parts":[[2017,5,16]],"date-time":"2017-05-16T00:00:00Z","timestamp":1494892800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100003407","name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca","doi-asserted-by":"publisher","award":["CTN01_00034_23154_SMST"],"award-info":[{"award-number":["CTN01_00034_23154_SMST"]}],"id":[{"id":"10.13039\/501100003407","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2017,11]]},"DOI":"10.1007\/s11042-017-4794-7","type":"journal-article","created":{"date-parts":[[2017,5,16]],"date-time":"2017-05-16T07:18:28Z","timestamp":1494919108000},"page":"22647-22668","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Indexing quantized ensembles of exemplar-SVMs with rejecting taxonomies"],"prefix":"10.1007","volume":"76","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2537-2700","authenticated-orcid":false,"given":"Federico","family":"Becattini","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lorenzo","family":"Seidenari","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alberto","family":"Del Bimbo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,5,16]]},"reference":[{"key":"4794_CR1","doi-asserted-by":"crossref","unstructured":"Aubry M, Maturana D, Efros AA, Russel BC, Sivic J (2014) Seeing 3d chairs: exemplar part-based 2d-3d alignment using a large dataset of cad models. In: Proc. of CVPR","DOI":"10.1109\/CVPR.2014.487"},{"key":"4794_CR2","doi-asserted-by":"crossref","unstructured":"Aytar Y, Zisserman A (2012) Enhancing exemplar svms using part level transfer regularization. In: BMVC, pp 1\u201311","DOI":"10.5244\/C.26.79"},{"key":"4794_CR3","doi-asserted-by":"crossref","unstructured":"Becattini F, Seidenari L, Del Bimbo A (2016) Indexing ensembles of exemplar-svms with rejecting taxonomies. In: 2016 14th International workshop on content-based multimedia indexing (CBMI). IEEE, pp 1\u20136","DOI":"10.1109\/CBMI.2016.7500241"},{"key":"4794_CR4","unstructured":"Bengio S, Weston J, Grangier D (2010) Label embedding trees for large multi-class tasks. In: Proc. of NIPS"},{"key":"4794_CR5","doi-asserted-by":"crossref","unstructured":"Bourdev L, Brandt J (2005) Robust object detection via soft cascade. In: Proc. of CVPR","DOI":"10.1109\/CVPR.2005.310"},{"key":"4794_CR6","unstructured":"Chen Y, MC, Ghosh J (2004) Integrating support vector machines in a hierarchical output space decomposition framework. In: Proc. of IGARSS"},{"key":"4794_CR7","doi-asserted-by":"crossref","unstructured":"Dalal N, Triggs B (2005) Histograms of oriented gradients for human detection. In: Proc. of CVPR, pp 886\u2013893","DOI":"10.1109\/CVPR.2005.177"},{"key":"4794_CR8","doi-asserted-by":"crossref","unstructured":"Dean T, Ruzon M, Segal M, Shlens J, Vijayanarasimhan S, Yagnik J (2013) Fast, accurate detection of 100,000 object classes on a single machine. In: Proc. of CVPR. Washington, DC","DOI":"10.1109\/CVPR.2013.237"},{"key":"4794_CR9","doi-asserted-by":"crossref","unstructured":"Deng J, Dong W, Socher R, Li LJ, Li K, Fei-Fei L (2009) Imagenet: a large-scale hierarchical image database. In: IEEE Conference on computer vision and pattern recognition, 2009. CVPR 2009. IEEE, pp 248\u2013255","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"4794_CR10","doi-asserted-by":"crossref","unstructured":"Deng J, Ding N, Jia Y, Frome A, Murphy K, Bengio S, Li Y, Neven H, Adam H (2014) Large-scale object classification using label relation graphs. In: European conference on computer vision. Springer, pp 48\u201364","DOI":"10.1007\/978-3-319-10590-1_4"},{"key":"4794_CR11","unstructured":"Deng J, Satheesh S, Berg AC, Fei-Fei L (2011) Fast and balanced: efficient label tree learning for large scale object recognition. In: Proc. of NIPS"},{"key":"4794_CR12","doi-asserted-by":"crossref","unstructured":"Dubout C, Fleuret F (2012) Exact acceleration of linear object detectors. In: Proc. of ECCV, pp 301\u2013311","DOI":"10.1007\/978-3-642-33712-3_22"},{"issue":"2","key":"4794_CR13","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1007\/s11263-009-0275-4","volume":"88","author":"M Everingham","year":"2010","unstructured":"Everingham M, Van Gool L, Williams CK, Winn J, Zisserman A (2010) The pascal visual object classes (voc) challenge. Int J Comput Vis 88(2):303\u2013338","journal-title":"Int J Comput Vis"},{"key":"4794_CR14","doi-asserted-by":"crossref","unstructured":"Everingham M, Van Gool L, Williams CKI, Winn J, Zisserman A (2010) The PASCAL visual object classes challenge (VOC2010) results","DOI":"10.1007\/s11263-009-0275-4"},{"issue":"11","key":"4794_CR15","doi-asserted-by":"crossref","first-page":"4172","DOI":"10.1109\/TIP.2015.2457337","volume":"24","author":"J Fan","year":"2015","unstructured":"Fan J, Zhou N, Peng J, Gao L (2015) Hierarchical learning of tree classifiers for large-scale plant species identification. IEEE Trans Image Process 24(11):4172\u20134184","journal-title":"IEEE Trans Image Process"},{"key":"4794_CR16","doi-asserted-by":"crossref","unstructured":"Felzenszwalb PF, Girshick RB, McAllester D, Ramanan D (2010) Object detection with discriminatively trained part-based models. IEEE Pattern Anal Mach Intell. 32(9)","DOI":"10.1109\/TPAMI.2009.167"},{"key":"4794_CR17","unstructured":"Gao T, Koller D (2011) Discriminative learning of relaxed hierarchy for large-scale visual recognition. In: Proc. of ICCV"},{"key":"4794_CR18","doi-asserted-by":"crossref","unstructured":"Griffin G, Perona P (2008) Learning and using taxonomies for fast visual categorization. In: IEEE Conference on computer vision and pattern recognition, 2008. CVPR 2008. IEEE, pp 1\u20138","DOI":"10.1109\/CVPR.2008.4587410"},{"key":"4794_CR19","doi-asserted-by":"crossref","unstructured":"Gronat P, Obozinski G, Sivic J, Pajdla T (2013) Learning and calibrating per-location classifiers for visual place recognition. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 907\u2013914","DOI":"10.1109\/CVPR.2013.122"},{"key":"4794_CR20","doi-asserted-by":"crossref","unstructured":"Guillaumin M, Ferrari V (2012) Large-scale knowledge transfer for object localization in imagenet. In: 2012 IEEE Conference on computer vision and pattern recognition (CVPR). IEEE, pp 3202\u20133209","DOI":"10.1109\/CVPR.2012.6248055"},{"key":"4794_CR21","doi-asserted-by":"crossref","unstructured":"Hariharan B, Malik J, Ramanan D (2012) Discriminative decorrelation for clustering and classification. In: Computer vision\u2013ECCV 2012. Springer, pp 459\u2013472","DOI":"10.1007\/978-3-642-33765-9_33"},{"key":"4794_CR22","doi-asserted-by":"crossref","unstructured":"Jain A, Gupta A, Rodriguez M, Davis LS (2013) Representing videos using mid-level discriminative patches. In: Proc. of CVPR","DOI":"10.1109\/CVPR.2013.332"},{"key":"4794_CR23","doi-asserted-by":"crossref","unstructured":"Kobayashi T (2015) Three viewpoints toward exemplar svm. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 2765\u20132773","DOI":"10.1109\/CVPR.2015.7298893"},{"key":"4794_CR24","doi-asserted-by":"crossref","unstructured":"Kuettel D, Guillaumin M, Ferrari V (2012) Segmentation propagation in imagenet. In: European conference on computer vision. Springer, pp 459\u2013473","DOI":"10.1007\/978-3-642-33786-4_34"},{"key":"4794_CR25","doi-asserted-by":"crossref","unstructured":"Liu B, Sadeghi F, Tappen M, Shamir O, Liu C (2013) Probabilistic label trees for efficient large scale image classification. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 843\u2013850","DOI":"10.1109\/CVPR.2013.114"},{"key":"4794_CR26","doi-asserted-by":"crossref","unstructured":"Malisiewicz T, Gupta A, Efros AA (2011) Ensemble of exemplar-svms for object detection and beyond. In: Proc. of ICCV","DOI":"10.1109\/ICCV.2011.6126229"},{"key":"4794_CR27","doi-asserted-by":"crossref","unstructured":"Marsza\u0142ek M, Schmid C (2008) Constructing category hierarchies for visual recognition. In: Proc. of ECCV. Springer","DOI":"10.1007\/978-3-540-88693-8_35"},{"issue":"11","key":"4794_CR28","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1145\/219717.219748","volume":"38","author":"GA Miller","year":"1995","unstructured":"Miller GA (1995) Wordnet: a lexical database for english. Commun ACM 38(11):39\u201341","journal-title":"Commun ACM"},{"key":"4794_CR29","doi-asserted-by":"crossref","unstructured":"Modolo D, Vezhnevets A, Ferrari V (2015) Context forest for object class detection. Arxiv preprint","DOI":"10.5244\/C.29.188"},{"key":"4794_CR30","doi-asserted-by":"crossref","unstructured":"Modolo D, Vezhnevets A, Russakovsky O, Ferrari V (2015) Joint calibration of ensemble of exemplar svms. In: 2015 IEEE Conference on computer vision and pattern recognition (CVPR). IEEE, pp 3955\u20133963","DOI":"10.1109\/CVPR.2015.7299021"},{"key":"4794_CR31","doi-asserted-by":"crossref","unstructured":"Mrowca D, Rohrbach M, Hoffman J, Hu R, Saenko K, Darrell T (2015) Spatial semantic regularisation for large scale object detection. In: Proceedings of the IEEE international conference on computer vision, pp 2003\u20132011","DOI":"10.1109\/ICCV.2015.232"},{"key":"4794_CR32","unstructured":"Ng AY, Jordan MI, Weiss Y (2002) On spectral clustering: analysis and an algorithm. In: Proc. of NIPS"},{"key":"4794_CR33","doi-asserted-by":"crossref","unstructured":"Ristin M, Guillaumin M, Gall J, Gool L (2014) Incremental learning of ncm forests for large-scale image classification. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 3654\u20133661","DOI":"10.1109\/CVPR.2014.467"},{"key":"4794_CR34","unstructured":"Rohrbach M, Ebert S, Schiele B (2013) Transfer learning in a transductive setting. In: Advances in neural information processing systems, pp 46\u201354"},{"key":"4794_CR35","unstructured":"Sadeghi MA, Forsyth D (2013) Fast template evaluation with vector quantization. In: Proc. of NIPS, pp 2949\u20132957"},{"key":"4794_CR36","doi-asserted-by":"crossref","unstructured":"Sadeghi M, Forsyth D (2014) 30hz object detection with dpm v5. In: Proc. of ECCV, lecture notes in computer science, vol 8689. Springer International Publishing, pp 65\u201379","DOI":"10.1007\/978-3-319-10590-1_5"},{"key":"4794_CR37","doi-asserted-by":"crossref","unstructured":"Singh S, Gupta A, Efros AA (2012) Unsupervised discovery of mid-level discriminative patches. In: Proc. of ECCV","DOI":"10.1007\/978-3-642-33709-3_6"},{"key":"4794_CR38","doi-asserted-by":"crossref","unstructured":"Spielmat DA, Teng SH (1996) Spectral partitioning works: planar graphs and finite element meshes. In: 37th Annual symposium on foundations of computer science, 1996. Proceedings. IEEE, pp 96\u2013105","DOI":"10.1109\/SFCS.1996.548468"},{"key":"4794_CR39","doi-asserted-by":"crossref","unstructured":"Tighe J, Lazebnik S (2013) Finding things: image parsing with regions and per-exemplar detectors. In: Proc. of CVPR","DOI":"10.1109\/CVPR.2013.386"},{"issue":"2","key":"4794_CR40","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1023\/B:VISI.0000013087.49260.fb","volume":"57","author":"P Viola","year":"2004","unstructured":"Viola P, Jones MJ (2004) Robust real-time face detection. Int J Comput Vis 57(2):137\u2013154","journal-title":"Int J Comput Vis"},{"issue":"4","key":"4794_CR41","doi-asserted-by":"crossref","first-page":"395","DOI":"10.1007\/s11222-007-9033-z","volume":"17","author":"U Von Luxburg","year":"2007","unstructured":"Von Luxburg U (2007) A tutorial on spectral clustering. Stat Comput 17(4):395\u2013416","journal-title":"Stat Comput"},{"key":"4794_CR42","doi-asserted-by":"crossref","unstructured":"Vondrick C, Khosla A, Malisiewicz T, Torralba A (2013) Hoggles: visualizing object detection features. In: Proc. of ICCV","DOI":"10.1109\/ICCV.2013.8"},{"key":"4794_CR43","doi-asserted-by":"crossref","unstructured":"Yao B, Khosla A, Fei-Fei L (2011) Combining randomization and discrimination for fine-grained image categorization. In: 2011 IEEE conference on computer vision and pattern recognition (CVPR). IEEE, pp 1577\u20131584","DOI":"10.1109\/CVPR.2011.5995368"},{"key":"4794_CR44","doi-asserted-by":"crossref","unstructured":"Zepeda J, Perez P (2015) Exemplar svms as visual feature encoders. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 3052\u20133060","DOI":"10.1109\/CVPR.2015.7298924"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-017-4794-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-017-4794-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-017-4794-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,28]],"date-time":"2022-07-28T16:24:16Z","timestamp":1659025456000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-017-4794-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5,16]]},"references-count":44,"journal-issue":{"issue":"21","published-print":{"date-parts":[[2017,11]]}},"alternative-id":["4794"],"URL":"https:\/\/doi.org\/10.1007\/s11042-017-4794-7","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"type":"print","value":"1380-7501"},{"type":"electronic","value":"1573-7721"}],"subject":[],"published":{"date-parts":[[2017,5,16]]}}}