{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T14:54:23Z","timestamp":1761663263918,"version":"3.40.3"},"publisher-location":"Cham","reference-count":37,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319105987"},{"type":"electronic","value":"9783319105994"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-10599-4_28","type":"book-chapter","created":{"date-parts":[[2014,8,14]],"date-time":"2014-08-14T03:37:13Z","timestamp":1407987433000},"page":"431-445","source":"Crossref","is-referenced-by-count":89,"title":["Weakly Supervised Object Localization with Latent Category Learning"],"prefix":"10.1007","author":[{"given":"Chong","family":"Wang","sequence":"first","affiliation":[]},{"given":"Weiqiang","family":"Ren","sequence":"additional","affiliation":[]},{"given":"Kaiqi","family":"Huang","sequence":"additional","affiliation":[]},{"given":"Tieniu","family":"Tan","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"28_CR1","doi-asserted-by":"crossref","unstructured":"Alexe, B., Deselaers, T., Ferrari, V.: What is an object? In: CVPR (2010)","DOI":"10.1109\/CVPR.2010.5540226"},{"key":"28_CR2","unstructured":"Andrews, S., Tsochantaridis, I., Hofmann, T.: Support vector machines for multiple-instance learning. In: NIPS (2003)"},{"key":"28_CR3","doi-asserted-by":"crossref","unstructured":"Boureau, Y.L., Bach, F., LeCun, Y., Ponce, J.: Learning mid-level features for recognition. In: CVPR (2010)","DOI":"10.1109\/CVPR.2010.5539963"},{"key":"28_CR4","doi-asserted-by":"crossref","unstructured":"Chen, X., Shrivastava, A., Gupta, A.: Neil: Extracting visual knowledge fromweb data. In: ICCV (2013)","DOI":"10.1109\/ICCV.2013.178"},{"key":"28_CR5","doi-asserted-by":"crossref","unstructured":"Chum, O., Zisserman, A.: An exemplar model for learning object classes. In: CVPR (2007)","DOI":"10.1109\/CVPR.2007.383050"},{"key":"28_CR6","doi-asserted-by":"crossref","unstructured":"Cinbis, R.G., Verbeek, J., Schmid, C.: Segmentation driven object detection with fisher vectors. In: ICCV (2013)","DOI":"10.1109\/ICCV.2013.369"},{"key":"28_CR7","doi-asserted-by":"crossref","unstructured":"Cinbis, R.G., Verbeek, J., Schmid, C.: Multi-fold mil training forweakly supervised object localization. In: CVPR (2014)","DOI":"10.1109\/CVPR.2014.309"},{"key":"28_CR8","unstructured":"Deng, J., Dong, W., Socher, R., Li, L.J., Li, K., Fei-Fei, L.: Imagenet: A large-scale hierarchical image database. In: CVPR (2007)"},{"key":"28_CR9","doi-asserted-by":"crossref","unstructured":"Deselaers, T., Alexe, B., Ferrari, V.: Weakly supervised localization and learning with generic knowledge. IJCV\u00a0100(3) (2012)","DOI":"10.1007\/s11263-012-0538-3"},{"key":"28_CR10","doi-asserted-by":"crossref","unstructured":"Everingham, M., Gool, L.V., Williams, C.K.I., Winn, J., Zisserman, A.: The pascal visual object classes (voc) challenge. IJCV (2010)","DOI":"10.1007\/s11263-009-0275-4"},{"key":"28_CR11","doi-asserted-by":"crossref","unstructured":"Felzenszwalb, P.F., Girshick, R.B., McAllester, D., Ramanan, D.: Object detection with discriminatively trained part based models. TPAMI 32(9) (2010)","DOI":"10.1109\/TPAMI.2009.167"},{"key":"28_CR12","unstructured":"Fergus, R., Perona, P., Zisserman, A.: Object class recognition by unsupervised scale-invariant learning. In: CVPR (2003)"},{"key":"28_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1007\/978-3-540-88682-2_16","volume-title":"Computer Vision \u2013 ECCV 2008","author":"C. Galleguillos","year":"2008","unstructured":"Galleguillos, C., Babenko, B., Rabinovich, A., Belongie, S.: Weakly supervised object localization with stable segmentations. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part I. LNCS, vol.\u00a05302, pp. 193\u2013207. Springer, Heidelberg (2008)"},{"key":"28_CR14","doi-asserted-by":"crossref","unstructured":"Girshick, R., Donahue, J., Darrell, T., Malik, J.: Rich feature hierarchies for accurate object detection and semantic segmentation. In: CVPR (2014)","DOI":"10.1109\/CVPR.2014.81"},{"key":"28_CR15","unstructured":"Girshick, R.B., Felzenszwalb, P.F., McAllester, D.A.: Discriminatively trained deformable part models, release 5, \n                    \n                      http:\/\/people.cs.uchicago.edu\/~rbg\/latent-release5\/"},{"key":"28_CR16","doi-asserted-by":"crossref","unstructured":"Hofmann, T.: Probabilistic latent semantic indexing. In: SIGIR (1999)","DOI":"10.1145\/312624.312649"},{"key":"28_CR17","unstructured":"Krizhevsky, A., Sutskever, I., Hinton, G.E.: Imagenet classification with deep convolutional neural networks. In: NIPS (2012)"},{"key":"28_CR18","unstructured":"Kumar, M.P., Packer, B., Koller, D.: Modeling latent variable uncertainty for loss-based learning. In: ICML (2012)"},{"key":"28_CR19","doi-asserted-by":"crossref","unstructured":"Li, Q., Wu, J., Tu, Z.: Harvesting mid-level visual concepts from large-scale internet images. In: CVPR (2013)","DOI":"10.1109\/CVPR.2013.115"},{"key":"28_CR20","doi-asserted-by":"crossref","unstructured":"Nguyen, M.H., Torresani, L., de la Torre, F., Rother, C.: Weakly supervised discriminative localization and classification: a joint learning process. In: ICCV (2009)","DOI":"10.21236\/ADA507101"},{"key":"28_CR21","doi-asserted-by":"crossref","unstructured":"Pandey, M., Lazebnik, S.: Scene recognition and weakly supervised object localization with deformable part-based models. In: ICCV (2011)","DOI":"10.1109\/ICCV.2011.6126383"},{"key":"28_CR22","unstructured":"Ren, W., Wang, C., Huang, K., Tan, T.: On automatic and efficient localization of objects with weak supervision. In: ACCV (2014)"},{"key":"28_CR23","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-642-33709-3_1","volume-title":"Computer Vision \u2013 ECCV 2012","author":"O. Russakovsky","year":"2012","unstructured":"Russakovsky, O., Lin, Y., Yu, K., Fei-Fei, L.: Object-centric spatial pooling for image classification. In: Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y., Schmid, C. (eds.) ECCV 2012, Part II. LNCS, vol.\u00a07573, pp. 1\u201315. Springer, Heidelberg (2012)"},{"issue":"1","key":"28_CR24","first-page":"567","volume":"14","author":"S. Shalev-Shwartz","year":"2013","unstructured":"Shalev-Shwartz, S., Zhang, T.: Stochastic dual coordinate ascent methods for regularized loss minimization. JMLR\u00a014(1), 567\u2013599 (2013)","journal-title":"JMLR"},{"key":"28_CR25","doi-asserted-by":"crossref","unstructured":"Shi, Z., Hospedales, T.M., Xiang, T.: Bayesian joint topic modelling for weakly supervised object localisation. In: ICCV (2013)","DOI":"10.1109\/ICCV.2013.371"},{"key":"28_CR26","doi-asserted-by":"crossref","unstructured":"Shi, Z., Siva, P., Xiang, T.: Transfer learning by ranking for weakly supervised object annotation. In: BMVC (2012)","DOI":"10.5244\/C.26.78"},{"key":"28_CR27","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1007\/978-3-642-33709-3_6","volume-title":"Computer Vision \u2013 ECCV 2012","author":"S. Singh","year":"2012","unstructured":"Singh, S., Gupta, A., Efros, A.A.: Unsupervised discovery of mid-level discriminative patches. In: Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y., Schmid, C. (eds.) ECCV 2012, Part II. LNCS, vol.\u00a07573, pp. 73\u201386. Springer, Heidelberg (2012)"},{"key":"28_CR28","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"594","DOI":"10.1007\/978-3-642-33712-3_43","volume-title":"Computer Vision \u2013 ECCV 2012","author":"P. Siva","year":"2012","unstructured":"Siva, P., Russell, C., Xiang, T.: In defence of negative mining for annotating weakly labelled data. In: Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y., Schmid, C. (eds.) ECCV 2012, Part III. LNCS, vol.\u00a07574, pp. 594\u2013608. Springer, Heidelberg (2012)"},{"key":"28_CR29","doi-asserted-by":"crossref","unstructured":"Siva, P., Xiang, T.: Weakly supervised object detector learning with model drift detection. In: ICCV (2011)","DOI":"10.1109\/ICCV.2011.6126261"},{"key":"28_CR30","doi-asserted-by":"crossref","unstructured":"Sivic, J., Russell, B.C., Efros, A.A., Zisserman, A., Freeman, W.T.: Discovering objects and their location in images. In: ICCV (2005)","DOI":"10.1109\/ICCV.2005.77"},{"key":"28_CR31","unstructured":"Song, H.O., Girshick, R., Jegelka, S., Mairal, J., Harchaoui, Z., Darrell, T.: On learning to localize objects with minimal supervision. arXiv:1403.1024 (2014)"},{"key":"28_CR32","doi-asserted-by":"crossref","unstructured":"Uijlings, J., van de Sande, K., Gevers, T., Smeulders, A.: Selective search for object recognition. IJCV (2013)","DOI":"10.1007\/s11263-013-0620-5"},{"key":"28_CR33","unstructured":"Vedaldi, A., Fulkerson, B.: VLFeat: An open and portable library of computer vision algorithms (2008), \n                    \n                      http:\/\/www.vlfeat.org\/"},{"key":"28_CR34","doi-asserted-by":"crossref","unstructured":"Vijayanarasimhan, S., Grauman, K.: Keywords to visual categories: Multiple-instance learning for weakly supervised object categorization. In: CVPR (2008)","DOI":"10.1109\/CVPR.2008.4587632"},{"key":"28_CR35","doi-asserted-by":"crossref","unstructured":"Wang, S., Joo, J., Wang, Y., Zhu, S.C.: Weakly supervised learning for attribute localization in outdoor scenes. In: CVPR (2013)","DOI":"10.1109\/CVPR.2013.400"},{"key":"28_CR36","doi-asserted-by":"crossref","unstructured":"Zhang, Y., Chen, T.: Weakly supervised object recognition and localization with invariant high order features. In: BMVC (2010)","DOI":"10.5244\/C.24.47"},{"key":"28_CR37","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1007\/978-3-642-15555-0_11","volume-title":"Computer Vision \u2013 ECCV 2010","author":"X. Zhou","year":"2010","unstructured":"Zhou, X., Yu, K., Zhang, T., Huang, T.S.: Image classification using super-vector coding of local image descriptors. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part V. LNCS, vol.\u00a06315, pp. 141\u2013154. Springer, Heidelberg (2010)"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ECCV 2014"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-10599-4_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,12,2]],"date-time":"2019-12-02T09:31:52Z","timestamp":1575279112000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-10599-4_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319105987","9783319105994"],"references-count":37,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-10599-4_28","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}