{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T05:27:27Z","timestamp":1770701247342,"version":"3.49.0"},"publisher-location":"Berlin, Heidelberg","reference-count":19,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642402456","type":"print"},{"value":"9783642402463","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-40246-3_33","type":"book-chapter","created":{"date-parts":[[2013,8,17]],"date-time":"2013-08-17T00:31:00Z","timestamp":1376699460000},"page":"266-273","source":"Crossref","is-referenced-by-count":3,"title":["Semi-automatic Image Annotation"],"prefix":"10.1007","author":[{"given":"Julia","family":"Moehrmann","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gunther","family":"Heidemann","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"33_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"242","DOI":"10.1007\/978-3-642-37410-4_21","volume-title":"Computer Vision - ACCV 2012 Workshops","author":"J. Moehrmann","year":"2013","unstructured":"Moehrmann, J., Heidemann, G.: Efficient development of user-defined image recognition systems. In: Park, J.-I., Kim, J. (eds.) ACCV Workshops 2012, Part I. LNCS, vol.\u00a07728, pp. 242\u2013253. Springer, Heidelberg (2013)"},{"key":"33_CR2","doi-asserted-by":"crossref","unstructured":"Moehrmann, J., Heidemann, G.: Efficient Annotation of Image Data Sets for Computer Vision Applications. In: International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications, pp. 2:1\u20132:6 (2012)","DOI":"10.1145\/2304496.2304498"},{"issue":"1","key":"33_CR3","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1007\/s11263-007-0090-8","volume":"77","author":"B.C. Russell","year":"2008","unstructured":"Russell, B.C., Torralba, A., Murphy, K.P., Freeman, W.T.: LabelMe: A database and web-based tool for image annotation. International Journal of Computer Vision\u00a077(1), 157\u2013173 (2008)","journal-title":"International Journal of Computer Vision"},{"key":"33_CR4","doi-asserted-by":"crossref","unstructured":"von Ahn, L., Dabbish, L.: Labeling images with a computer game. In: ACM CHI, pp. 319\u2013326 (2004)","DOI":"10.1145\/985692.985733"},{"key":"33_CR5","doi-asserted-by":"crossref","unstructured":"\u0160imko, J., Bielikov\u00e1, M.: Personal image tagging: a game-based approach. In: Proceedings of the Intl. Conference on Semantic Systems, pp. 88\u201393. ACM (2012)","DOI":"10.1145\/2362499.2362512"},{"issue":"4","key":"33_CR6","doi-asserted-by":"publisher","first-page":"496","DOI":"10.1109\/TKDE.2007.190715","volume":"20","author":"N. Kumar","year":"2008","unstructured":"Kumar, N., Kummamuru, K.: Semi-supervised clustering with metric learning using relative comparisons. IEEE Transactions on Knowledge and Data Engineering\u00a020(4), 496\u2013503 (2008)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"33_CR7","doi-asserted-by":"crossref","unstructured":"Cai, H., Yan, F., Mikolajczyk, K.: Learning weights for codebook in image classification and retrieval. In: IEEE CVPR, pp. 2320\u20132327 (2010)","DOI":"10.1109\/CVPR.2010.5539918"},{"key":"33_CR8","first-page":"505","volume":"15","author":"E. Xing","year":"2002","unstructured":"Xing, E., Ng, A., Jordan, M., Russell, S.: Distance metric learning, with application to clustering with side-information. Advances in Neural Information Processing Systems\u00a015, 505\u2013512 (2002)","journal-title":"Advances in Neural Information Processing Systems"},{"issue":"6755","key":"33_CR9","doi-asserted-by":"publisher","first-page":"788","DOI":"10.1038\/44565","volume":"401","author":"D. Lee","year":"1999","unstructured":"Lee, D., Seung, H.: Learning the parts of objects by non-negative matrix factorization. Nature\u00a0401(6755), 788\u2013791 (1999)","journal-title":"Nature"},{"issue":"3","key":"33_CR10","doi-asserted-by":"publisher","first-page":"355","DOI":"10.1007\/s10115-008-0134-6","volume":"17","author":"Y. Chen","year":"2008","unstructured":"Chen, Y., Rege, M., Dong, M., Hua, J.: Non-negative matrix factorization for semi-supervised data clustering. Knowledge and Information Systems\u00a017(3), 355\u2013379 (2008)","journal-title":"Knowledge and Information Systems"},{"key":"33_CR11","unstructured":"Csurka, G., Dance, C.R., Fan, L., Willamowski, J., Bray, C.: Visual categorization with bags of keypoints. In: Workshop on Statistical Learning in Computer Vision, ECCV, pp. 1\u201322 (2004)"},{"key":"33_CR12","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. International Journal of Computer Vision\u00a060, 91\u2013110 (2004)","journal-title":"International Journal of Computer Vision"},{"issue":"6","key":"33_CR13","doi-asserted-by":"publisher","first-page":"703","DOI":"10.1109\/76.927424","volume":"11","author":"B.S. Manjunath","year":"2001","unstructured":"Manjunath, B.S., Ohm, J.-R., Vasudevan, V.V., Yamada, A.: Color and texture descriptors. IEEE Transactions on Circuits and Systems for Video Technology\u00a011(6), 703\u2013715 (2001)","journal-title":"IEEE Transactions on Circuits and Systems for Video Technology"},{"issue":"7","key":"33_CR14","doi-asserted-by":"publisher","first-page":"971","DOI":"10.1109\/TPAMI.2002.1017623","volume":"24","author":"T. Ojala","year":"2002","unstructured":"Ojala, T., Pietik\u00e4inen, M., M\u00e4enp\u00e4\u00e4, T.: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a024(7), 971\u2013987 (2002)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"1","key":"33_CR15","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1109\/TMM.2009.2036235","volume":"12","author":"Y.-G. Jiang","year":"2010","unstructured":"Jiang, Y.-G., Yang, J., Ngo, C.-W., Hauptmann, A.G.: Representations of keypoint-based semantic concept detection: A comprehensive study. IEEE Transactions on Multimedia\u00a012(1), 42\u201353 (2010)","journal-title":"IEEE Transactions on Multimedia"},{"key":"33_CR16","unstructured":"Lazebnik, S., Schmid, C., Ponce, J.: Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In: IEEE CVPR, vol.\u00a02, pp. 2169\u20132178 (2006)"},{"issue":"11","key":"33_CR17","doi-asserted-by":"publisher","first-page":"1129","DOI":"10.1002\/spe.4380211102","volume":"21","author":"T. Fruchterman","year":"1991","unstructured":"Fruchterman, T., Reingold, E.: Graph drawing by force-directed placement. Software: Practice and Experience\u00a021(11), 1129\u20131164 (1991)","journal-title":"Software: Practice and Experience"},{"key":"33_CR18","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: Workshop on Generative-Model Based Vision (2004)"},{"issue":"3","key":"33_CR19","doi-asserted-by":"publisher","first-page":"416","DOI":"10.1109\/TPAMI.2006.54","volume":"28","author":"A. Opelt","year":"2006","unstructured":"Opelt, A., Pinz, A., Fussenegger, M., Auer, P.: Generic object recognition with boosting. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a028(3), 416\u2013431 (2006b)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"}],"container-title":["Lecture Notes in Computer Science","Computer Analysis of Images and Patterns"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-40246-3_33","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,16]],"date-time":"2019-05-16T18:10:51Z","timestamp":1558030251000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-40246-3_33"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642402456","9783642402463"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-40246-3_33","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013]]}}}