{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T17:30:30Z","timestamp":1777656630050,"version":"3.51.4"},"publisher-location":"Berlin, Heidelberg","reference-count":39,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642337857","type":"print"},{"value":"9783642337864","type":"electronic"}],"license":[{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"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":[[2012]]},"DOI":"10.1007\/978-3-642-33786-4_32","type":"book-chapter","created":{"date-parts":[[2012,9,26]],"date-time":"2012-09-26T04:04:51Z","timestamp":1348632291000},"page":"430-443","source":"Crossref","is-referenced-by-count":189,"title":["Semantic Segmentation with Second-Order Pooling"],"prefix":"10.1007","author":[{"given":"Jo\u00e3o","family":"Carreira","sequence":"first","affiliation":[]},{"given":"Rui","family":"Caseiro","sequence":"additional","affiliation":[]},{"given":"Jorge","family":"Batista","sequence":"additional","affiliation":[]},{"given":"Cristian","family":"Sminchisescu","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"32_CR1","doi-asserted-by":"crossref","unstructured":"Schmid, C., Mohr, R.: Local grayvalue invariants for image retrieval. TPAMI (1997)","DOI":"10.1109\/34.589215"},{"key":"32_CR2","unstructured":"Dance, C., Willamowski, J., Fan, L., Bray, C., Csurka, G.: Visual categorization with bags of keypoints. In: ECCV SLCV Workshop (2004)"},{"key":"32_CR3","unstructured":"Lazebnik, S., Schmid, C., Ponce, J.: Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In: CVPR (2006)"},{"key":"32_CR4","unstructured":"Dalal, N., Triggs, B.: Histograms of oriented gradients for human detection. In: CVPR (2005)"},{"key":"32_CR5","unstructured":"Boureau, Y., Ponce, J., LeCun, Y.: A theoretical analysis of feature pooling in vision algorithms. In: ICML (2010)"},{"key":"32_CR6","doi-asserted-by":"crossref","unstructured":"Boureau, Y., Le Roux, N., Bach, F., Ponce, J., LeCun, Y.: Ask the locals: multi-way local pooling for image recognition. In: ICCV (2011)","DOI":"10.1109\/ICCV.2011.6126555"},{"key":"32_CR7","unstructured":"Ranzato, M., Boureau, Y., LeCun, Y.: Sparse feature learning for deep belief networks. In: NIPS (2007)"},{"key":"32_CR8","doi-asserted-by":"crossref","unstructured":"Arsigny, V., Fillard, P., Pennec, X., Ayache, N.: Geometric means in a novel vector space structure on symmetric positive-definite matrices. In: SIAM JMAA (2006)","DOI":"10.1137\/050637996"},{"key":"32_CR9","doi-asserted-by":"crossref","unstructured":"Lowe, D.G.: Distinctive image features from scale-invariant keypoints. IJCV (2004)","DOI":"10.1023\/B:VISI.0000029664.99615.94"},{"key":"32_CR10","unstructured":"Everingham, M., Van Gool, L., Williams, C.K.I., Winn, J., Zisserman, A.: The PASCAL Visual Object Classes Challenge (2011), \n                    \n                      http:\/\/www.pascal-network.org\/challenges\/VOC\/voc2011\/workshop\/index.html"},{"key":"32_CR11","doi-asserted-by":"crossref","unstructured":"Fei-Fei, L., Fergus, R., Perona, P.: Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories. In: CVIU (2007)","DOI":"10.1016\/j.cviu.2005.09.012"},{"key":"32_CR12","doi-asserted-by":"crossref","unstructured":"Fergus, R., Perona, P., Zisserman, A.: Weakly supervised scale-invariant learning of models for visual recognition. IJCV (2007)","DOI":"10.1007\/s11263-006-8707-x"},{"key":"32_CR13","doi-asserted-by":"crossref","unstructured":"Felzenszwalb, P.F., Girshick, R.B., McAllester, D., Ramanan, D.: Object detection with discriminatively trained part-based models. TPAMI (2010)","DOI":"10.1109\/TPAMI.2009.167"},{"key":"32_CR14","doi-asserted-by":"crossref","unstructured":"Grauman, K., Darrell, T.: The pyramid match kernel: discriminative classification with sets of image features. In: ICCV (2005)","DOI":"10.1109\/ICCV.2005.239"},{"key":"32_CR15","doi-asserted-by":"crossref","unstructured":"Joachims, T.: Training linear svms in linear time. In: ACM KDD. ACM (2006)","DOI":"10.1145\/1150402.1150429"},{"key":"32_CR16","doi-asserted-by":"crossref","unstructured":"Tuzel, O., Porikli, F., Meer, P.: Pedestrian detection via classification on riemannian manifolds. TPAMI (2008)","DOI":"10.1109\/CVPR.2007.383197"},{"key":"32_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1007\/978-3-642-15561-1_11","volume-title":"Computer Vision \u2013 ECCV 2010","author":"F. Perronnin","year":"2010","unstructured":"Perronnin, F., S\u00e1nchez, J., Mensink, T.: Improving the Fisher Kernel for Large-Scale Image Classification. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part IV. LNCS, vol.\u00a06314, pp. 143\u2013156. Springer, Heidelberg (2010)"},{"key":"32_CR18","doi-asserted-by":"crossref","unstructured":"Carreira, J., Li, F., Sminchisescu, C.: Object Recognition by Sequential Figure-Ground Ranking. IJCV (2012)","DOI":"10.1007\/s11263-011-0507-2"},{"key":"32_CR19","unstructured":"Ion, A., Carreira, J., Sminchisescu, C.: Probabilistic joint segmentation and labeling. In: NIPS (2011)"},{"key":"32_CR20","doi-asserted-by":"crossref","unstructured":"Arbelaez, P., Hariharan, B., Gu, C., Gupta, S., Bourdev, L., Malik, J.: Semantic segmentation using regions and parts. In: CVPR (2012)","DOI":"10.1109\/CVPR.2012.6248077"},{"key":"32_CR21","series-title":"Princeton Series in Applied Mathematics","volume-title":"Positive Definite Matrices","author":"R. Bhatia","year":"2007","unstructured":"Bhatia, R.: Positive Definite Matrices. Princeton Series in Applied Mathematics. Princeton University Press, Princeton (2007)"},{"key":"32_CR22","doi-asserted-by":"crossref","unstructured":"Caseiro, R., Henriques, J., Martins, P., Batista, J.: A nonparametric riemannian framework on tensor field with application to foreground segmentation. In: ICCV (2011)","DOI":"10.1109\/ICCV.2011.6126218"},{"key":"32_CR23","doi-asserted-by":"crossref","unstructured":"Davies, P.I., Higham, N.J.: A schur-parlett algorithm for computing matrix functions (2003)","DOI":"10.1137\/S0895479802410815"},{"key":"32_CR24","doi-asserted-by":"crossref","unstructured":"Caputo, B., Jie, L.: A performance evaluation of exact and approximate match kernels for object recognition. ELCVIA (2010)","DOI":"10.5565\/rev\/elcvia.350"},{"key":"32_CR25","doi-asserted-by":"crossref","unstructured":"Ojala, T., Pietikainen, M., Maenpaa, T.: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. TPAMI (2002)","DOI":"10.1007\/3-540-44732-6_41"},{"key":"32_CR26","unstructured":"Vedaldi, A., Fulkerson, B.: VLFeat: An open and portable library of computer vision algorithms (2008), \n                    \n                      http:\/\/www.vlfeat.org\/"},{"key":"32_CR27","unstructured":"Viola, P., Jones, M.: Rapid object detection using a boosted cascade of simple features. In: CVPR (2001)"},{"key":"32_CR28","doi-asserted-by":"crossref","unstructured":"Lampert, C., Blaschko, M., Hofmann, T.: Beyond sliding windows: Object localization by efficient subwindow search. In: CVPR (2008)","DOI":"10.1109\/CVPR.2008.4587586"},{"key":"32_CR29","doi-asserted-by":"crossref","unstructured":"Arbelaez, P., Maire, M., Fowlkes, C., Malik, J.: From contours to regions: An empirical evaluation. In: CVPR, pp. 2294\u20132301 (2009)","DOI":"10.1109\/CVPR.2009.5206707"},{"key":"32_CR30","doi-asserted-by":"crossref","unstructured":"Carreira, J., Sminchisescu, C.: CPMC: Automatic Object Segmentation Using Constrained Parametric Min-Cuts. TPAMI (2012)","DOI":"10.1109\/TPAMI.2011.231"},{"key":"32_CR31","unstructured":"Fan, R.E., Chang, K.W., Hsieh, C.J., Wang, X.R., Lin, C.J.: LIBLINEAR: A library for large linear classification. JMLR (2008)"},{"key":"32_CR32","doi-asserted-by":"crossref","unstructured":"Hariharan, B., Arbelaez, P., Bourdev, L., Maji, S., Malik, J.: Semantic contours from inverse detectors. In: ICCV (2011)","DOI":"10.1109\/ICCV.2011.6126343"},{"key":"32_CR33","doi-asserted-by":"crossref","unstructured":"Jolliffe, I.: Principal Component Analysis. Springer (1986)","DOI":"10.1007\/978-1-4757-1904-8"},{"key":"32_CR34","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"424","DOI":"10.1007\/978-3-642-15561-1_31","volume-title":"Computer Vision \u2013 ECCV 2010","author":"\u013d. Ladick\u00fd","year":"2010","unstructured":"Ladick\u00fd, \u013d., Sturgess, P., Alahari, K., Russell, C., Torr, P.H.S.: What, Where and How Many? Combining Object Detectors and CRFs. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part IV. LNCS, vol.\u00a06314, pp. 424\u2013437. Springer, Heidelberg (2010)"},{"key":"32_CR35","doi-asserted-by":"crossref","unstructured":"Gonfaus, J.M., Boix, X., van de Weijer, J., Bagdanov, A.D., Serrat, J., Gonz\u00e0lez, J.: Harmony potentials for joint classification and segmentation. In: CVPR (2010)","DOI":"10.1109\/CVPR.2010.5540048"},{"key":"32_CR36","doi-asserted-by":"crossref","unstructured":"Wang, J., Yang, J., Yu, K., Lv, F., Huang, T.S., Gong, Y.: Locality-constrained linear coding for image classification. In: CVPR (2010)","DOI":"10.1109\/CVPR.2010.5540018"},{"key":"32_CR37","unstructured":"Bo, L., Sminchisescu, C.: Efficient Match Kernel between Sets of Features for Visual Recognition. In: NIPS (2009)"},{"key":"32_CR38","doi-asserted-by":"crossref","unstructured":"Boiman, O., Shechtman, E., Irani, M.: In defense of nearest-neighbor based image classification. In: CVPR (2008)","DOI":"10.1109\/CVPR.2008.4587598"},{"key":"32_CR39","doi-asserted-by":"crossref","unstructured":"Duchenne, O., Joulin, A., Ponce, J.: A graph-matching kernel for object categorization. In: ICCV (2011)","DOI":"10.1109\/ICCV.2011.6126445"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ECCV 2012"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-33786-4_32","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,12,2]],"date-time":"2019-12-02T09:01:17Z","timestamp":1575277277000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-33786-4_32"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642337857","9783642337864"],"references-count":39,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-33786-4_32","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012]]}}}