{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T15:53:42Z","timestamp":1761580422682,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":44,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540338321"},{"type":"electronic","value":"9783540338338"}],"license":[{"start":{"date-parts":[[2006,1,1]],"date-time":"2006-01-01T00:00:00Z","timestamp":1136073600000},"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":[[2006]]},"DOI":"10.1007\/11744023_3","type":"book-chapter","created":{"date-parts":[[2006,7,23]],"date-time":"2006-07-23T09:32:27Z","timestamp":1153647147000},"page":"30-43","source":"Crossref","is-referenced-by-count":57,"title":["Hyperfeatures \u2013 Multilevel Local Coding for Visual Recognition"],"prefix":"10.1007","author":[{"given":"Ankur","family":"Agarwal","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bill","family":"Triggs","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"3_CR1","unstructured":"Center for Research in Language, International Picture Naming Project, Available from http:\/\/crl.ucsd.edu\/~aszekely\/ipnp\/index.html"},{"key":"3_CR2","doi-asserted-by":"crossref","unstructured":"Agarwal, A., Triggs, B.: Hyperfeatures \u2013 Multilevel Local Coding for Visual Recognition. Technical report, INRIA Rh\u00f4ne Alpes (2005)","DOI":"10.1007\/11744023_3"},{"issue":"11","key":"3_CR3","doi-asserted-by":"publisher","first-page":"1475","DOI":"10.1109\/TPAMI.2004.108","volume":"26","author":"S. Agarwal","year":"2004","unstructured":"Agarwal, S., Awan, A., Roth, D.: Learning to detect objects in images via a sparse, part-based representation. PAMI\u00a026(11), 1475\u20131490 (2004)","journal-title":"PAMI"},{"key":"3_CR4","unstructured":"Berg, A., Malik, J.: Geometric Blur for Template Matching. In: Int.\u00a0Conf.\u00a0Computer Vision & Pattern Recognition (2001)"},{"key":"3_CR5","first-page":"993","volume":"3","author":"D. Blei","year":"2003","unstructured":"Blei, D., Ng, A., Jordan, M.: Latent Dirichlet Allocation. Journal of Machine Learning Research\u00a03, 993\u20131022 (2003)","journal-title":"Journal of Machine Learning Research"},{"key":"3_CR6","unstructured":"Bouman, C.A.: Cluster: An unsupervised algorithm for modeling Gaussian mixtures. (April 1997), Available from http:\/\/www.ece.purdue.edu\/~bouman"},{"key":"3_CR7","unstructured":"Buntine, W., Jakaulin, A.: Discrete principal component analysis. Technical report, HIIT (2005)"},{"key":"3_CR8","unstructured":"Buntine, W., Perttu, S.: Is multinomial pca multi-faceted clustering or dimensionality reduction? AI and Statistics (2003)"},{"key":"3_CR9","doi-asserted-by":"crossref","unstructured":"Canny, J.: Gap: A factor model for discrete data. In: ACM Conference on Information Retrieval (SIGIR), Sheffield, UK (2004)","DOI":"10.1145\/1008992.1009016"},{"key":"3_CR10","unstructured":"Visual Object\u00a0Classes Challenge. The PASCAL Object Recognition Database Collection, Available at www.pascal-network.org\/challenges\/VOC"},{"key":"3_CR11","unstructured":"Csurka, G., Bray, C., Dance, C., Fan, L.: Visual categorization with bags of keypoints. In: European Conf.\u00a0Computer Vision (2004)"},{"key":"3_CR12","unstructured":"Dorko, G., Schmid, C.: Object class recognition using discriminative local features. Technical report, INRIA Rh\u00f4ne Alpes (2005)"},{"key":"3_CR13","unstructured":"Fei-Fei, L., Perona, P.: A bayesian hierarchical model for learning natural scene categories. In: Int.\u00a0Conf.\u00a0Computer Vision & Pattern Recognition (2005)"},{"key":"3_CR14","unstructured":"Ferencz, A., Learned-Miller, E., Malik, J.: Learning Hyper-Features for Visual Identification. In: Neural Information Processing Systems (2004)"},{"key":"3_CR15","unstructured":"Fergus, R., Perona, P.: The Caltech database, Available at www.vision.caltech.edu\/html-files\/archive.html"},{"key":"3_CR16","unstructured":"Fritz, M., Hayman, E., Caputo, B., Eklundh, J.-O.: The KTH-TIPS database, Available at www.nada.kth.se\/cvap\/databases\/kth-tips"},{"key":"3_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1007\/978-3-540-24673-2_21","volume-title":"Computer Vision - ECCV 2004","author":"E. Hayman","year":"2004","unstructured":"Hayman, E., Caputo, B., Fritz, M., Eklundh, J.-O.: On the Significance of Real-World Conditions for Material Classification. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol.\u00a03024, pp. 253\u2013266. Springer, Heidelberg (2004)"},{"issue":"4","key":"3_CR18","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1007\/BF00344251","volume":"36","author":"K. Fukushima","year":"1980","unstructured":"Fukushima, K.: Neocognitron: a self organizing neural network model for a mechanism of pattern recognition unaffected by shift in position. Biol. Cybernetics\u00a036(4), 193\u2013202 (1980)","journal-title":"Biol. Cybernetics"},{"key":"3_CR19","doi-asserted-by":"crossref","unstructured":"Harris, C., Stephens, M.: A Combined Corner and Edge Detector. In: Alvey Vision Conference, pp. 147\u2013151 (1988)","DOI":"10.5244\/C.2.23"},{"key":"3_CR20","doi-asserted-by":"crossref","unstructured":"Hofmann, T.: Probabilistic Latent Semantic Analysis. In: Proc. of Uncertainty in Artificial Intelligence, Stockholm (1999)","DOI":"10.1145\/312624.312649"},{"key":"3_CR21","volume-title":"Advances in Kernel Methods - Support Vector Learning","author":"T. Joachims","year":"1999","unstructured":"Joachims, T.: Making large-Scale SVM Learning Practical. In: Advances in Kernel Methods - Support Vector Learning, MIT Press, Cambridge (1999)"},{"key":"3_CR22","doi-asserted-by":"crossref","unstructured":"Jurie, F., Triggs, B.: Creating Efficient Codebooks for Visual Recognition. In: Int.\u00a0Conf.\u00a0Computer Vision (2005)","DOI":"10.1109\/ICCV.2005.66"},{"issue":"2","key":"3_CR23","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1023\/A:1012460413855","volume":"45","author":"T. Kadir","year":"2001","unstructured":"Kadir, T., Brady, M.: Saliency, Scale and Image Description. Int.\u00a0J.\u00a0Computer Vision\u00a045(2), 83\u2013105 (2001)","journal-title":"Int.\u00a0J.\u00a0Computer Vision"},{"key":"3_CR24","unstructured":"Keller, M., Bengio, S.: Theme-Topic Mixture Model for Document Representation. In: PASCAL Workshop on Learning Methods for Text Understanding and Mining (2004)"},{"issue":"3","key":"3_CR25","doi-asserted-by":"publisher","first-page":"123","DOI":"10.1007\/s001380050065","volume":"10","author":"G. Lang","year":"1997","unstructured":"Lang, G., Seitz, P.: Robust Classification of Arbitrary Object Classes Based on Hierarchical Spatial Feature-Matching. Machine Vision and Applications\u00a010(3), 123\u2013135 (1997)","journal-title":"Machine Vision and Applications"},{"key":"3_CR26","doi-asserted-by":"crossref","unstructured":"Lazebnik, S., Schmid, C., Ponce, J.: Affine-Invariant Local Descriptors and Neighborhood Statistics for Texture Recognition. In: Int.\u00a0Conf.\u00a0Computer Vision (2003)","DOI":"10.1109\/ICCV.2003.1238409"},{"key":"3_CR27","doi-asserted-by":"crossref","unstructured":"Lazebnik, S., Schmid, C., Ponce, J.: Semi-local Affine Parts for Object Recognition. In: British Machine Vision Conference, vol.\u00a02, pp. 779\u2013788 (2004)","DOI":"10.5244\/C.18.98"},{"key":"3_CR28","unstructured":"LeCun, Y., Huang, F.-J., Bottou, L.: Learning Methods for Generic Object Recognition with Invariance to Pose and Lighting. In: CVPR (2004)"},{"key":"3_CR29","doi-asserted-by":"crossref","unstructured":"Leung, T., Malik, J.: Recognizing Surfaces Using Three-Dimensional Textons. In: Int.\u00a0Conf.\u00a0Computer Vision (1999)","DOI":"10.1109\/ICCV.1999.790379"},{"issue":"2","key":"3_CR30","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"D. Lowe","year":"2004","unstructured":"Lowe, D.: Distinctive Image Features from Scale-invariant Keypoints. Int.\u00a0J.\u00a0Computer Vision\u00a060(2), 91\u2013110 (2004)","journal-title":"Int.\u00a0J.\u00a0Computer Vision"},{"issue":"5","key":"3_CR31","doi-asserted-by":"publisher","first-page":"923","DOI":"10.1364\/JOSAA.7.000923","volume":"A 7","author":"J. Malik","year":"1990","unstructured":"Malik, J., Perona, P.: Preattentive texture discrimination with early vision mechanisms. J. Optical Society of America\u00a0A 7(5), 923\u2013932 (1990)","journal-title":"J. Optical Society of America"},{"key":"3_CR32","doi-asserted-by":"crossref","unstructured":"Mikolajczyk, K., Schmid, C.: A performance evaluation of local descriptors. IEEE Trans.\u00a0Pattern Analysis & Machine Intelligence\u00a027(10) (2005)","DOI":"10.1109\/TPAMI.2005.188"},{"key":"3_CR33","doi-asserted-by":"crossref","unstructured":"K.\u00a0Mikolajczyk, T.\u00a0Tuytelaars, C.\u00a0Schmid, A.\u00a0Zisserman, J.\u00a0Matas, F.\u00a0Schaffalitzky, T.\u00a0Kadir, and L.\u00a0Van\u00a0Gool. A comparison of affine region detectors. IJCV, 65(1\/2), 2005.","DOI":"10.1007\/s11263-005-3848-x"},{"key":"3_CR34","unstructured":"Mori, G., Malik, J.: Recognizing Objects in Adversarial Clutter: Breaking a Visual CAPTCHA. In: Int.\u00a0Conf.\u00a0Computer Vision & Pattern Recognition (2003)"},{"key":"3_CR35","unstructured":"Opelt, A., Fussenegger, M., Pinz, A., Auer, P.: The Graz image databases, available at http:\/\/www.emt.tugraz.at\/~pinz\/data\/"},{"key":"3_CR36","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1007\/978-3-540-24671-8_6","volume-title":"Computer Vision - ECCV 2004","author":"A. Opelt","year":"2004","unstructured":"Opelt, A., Fussenegger, M., Pinz, A., Auer, P.: Weak hypotheses and boosting for generic object detection and recognition. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol.\u00a03022, pp. 71\u201384. Springer, Heidelberg (2004)"},{"key":"3_CR37","doi-asserted-by":"publisher","first-page":"899","DOI":"10.1016\/S0167-8655(99)00056-2","volume":"20","author":"J. Puzicha","year":"1999","unstructured":"Puzicha, J., Hofmann, T., Buhmann, J.: Histogram Clustering for Unsupervised Segmentation and Image Retrieval. Pattern Recognition Letters\u00a020, 899\u2013909 (1999)","journal-title":"Pattern Recognition Letters"},{"key":"3_CR38","doi-asserted-by":"publisher","first-page":"1019","DOI":"10.1038\/14819","volume":"2","author":"M. Riesenhuber","year":"1999","unstructured":"Riesenhuber, M., Poggio, T.: Hierarchical Models of Object Recognition in Cortex. Nature Neuroscience\u00a02, 1019\u20131025 (1999)","journal-title":"Nature Neuroscience"},{"key":"3_CR39","doi-asserted-by":"crossref","unstructured":"Schaffalitzky, F., Zisserman, A.: Viewpoint invariant texture matching and wide baseline stereo. In: Int.\u00a0Conf.\u00a0Computer Vision, Vancouver, pp. 636\u2013643 (2001)","DOI":"10.1109\/ICCV.2001.937686"},{"issue":"1","key":"3_CR40","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1023\/A:1008120406972","volume":"36","author":"B. Schiele","year":"2000","unstructured":"Schiele, B., Crowley, J.: Recognition without Correspondence using Multidimensional Receptive Field Histograms. Int. J. Computer Vision\u00a036(1), 31\u201350 (2000)","journal-title":"Int. J. Computer Vision"},{"key":"3_CR41","doi-asserted-by":"crossref","unstructured":"Schiele, B., Pentland, A.: Probabilistic Object Recognition and Localization. In: Int.\u00a0Conf.\u00a0Computer Vision (1999)","DOI":"10.1109\/ICCV.1999.791215"},{"issue":"1","key":"3_CR42","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1023\/B:VISI.0000004829.38247.b0","volume":"56","author":"C. Schmid","year":"2004","unstructured":"Schmid, C.: Weakly supervised learning of visual models and its application to content-based retrieval. Int. J. Computer Vision\u00a056(1), 7\u201316 (2004)","journal-title":"Int. J. Computer Vision"},{"issue":"5","key":"3_CR43","doi-asserted-by":"publisher","first-page":"530","DOI":"10.1109\/34.589215","volume":"19","author":"C. Schmid","year":"1997","unstructured":"Schmid, C., Mohr, R.: Local Grayvalue Invariants for Image Retrieval. IEEE Trans.\u00a0Pattern Analysis & Machine Intelligence\u00a019(5), 530\u2013534 (1997)","journal-title":"IEEE Trans.\u00a0Pattern Analysis & Machine Intelligence"},{"key":"3_CR44","unstructured":"Varma, M., Zisserman, A.: Texture Classification: Are filter banks necessary? In: Int.\u00a0Conf.\u00a0Computer Vision & Pattern Recognition (2003)"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ECCV 2006"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11744023_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,10]],"date-time":"2025-01-10T01:28:00Z","timestamp":1736472480000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11744023_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006]]},"ISBN":["9783540338321","9783540338338"],"references-count":44,"URL":"https:\/\/doi.org\/10.1007\/11744023_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2006]]}}}