{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T00:22:32Z","timestamp":1725495752543},"publisher-location":"Berlin, Heidelberg","reference-count":21,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540764137"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-76414-4_10","type":"book-chapter","created":{"date-parts":[[2007,11,17]],"date-time":"2007-11-17T07:28:50Z","timestamp":1195284530000},"page":"93-104","source":"Crossref","is-referenced-by-count":2,"title":["Empirical Investigations on Benchmark Tasks for Automatic Image Annotation"],"prefix":"10.1007","author":[{"given":"Ville","family":"Viitaniemi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jorma","family":"Laaksonen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"10_CR1","first-page":"561","volume-title":"Advances in Neural Information Processing Systems 15","author":"S. Andrews","year":"2003","unstructured":"Andrews, S., Tsochantaridis, I., Hoffman, T.: Support vector machines for multiple-instance learning. In: Advances in Neural Information Processing Systems 15, pp. 561\u2013568. MIT Press, Cambridge (2003)"},{"key":"10_CR2","first-page":"163","volume-title":"Proc. of IEEE Conference on Computer Vision and Pattern Recognition","author":"G. Carneiro","year":"2005","unstructured":"Carneiro, G., Vasconcelos, N.: Formulating semantic image annotation as supervised learning problem. In: Proc. of IEEE Conference on Computer Vision and Pattern Recognition, pp. 163\u2013168. IEEE Computer Society Press, Los Alamitos (2005)"},{"key":"10_CR3","doi-asserted-by":"crossref","unstructured":"Celebi, E., Alpkocak, A.: Combining textual and visual clusters for semantic image retrieval and auto-annotation. In: EWIMT. Proc. of European Workshop on the Integration of Knowledge, Semantic and Digital Media Technologies, UK, pp. 219\u2013225 (November 2005)","DOI":"10.1049\/ic.2005.0735"},{"key":"10_CR4","first-page":"913","volume":"5","author":"Y. Chen","year":"2004","unstructured":"Chen, Y., Zwang, J.Z.: Image categorization by learning and reasoning with regions. Journal of Machine Learning Research\u00a05, 913\u2013939 (2004)","journal-title":"Journal of Machine Learning Research"},{"key":"10_CR5","doi-asserted-by":"crossref","unstructured":"Clough, P., Grubinger, M., Deselaers, T., Hanbury, A., M\u00fcller, H.: Overview of the ImageCLEF 2006 photographic retrieval and object annotation tasks. In: CLEF working notes, Alicante, Spain (September 2006)","DOI":"10.1007\/978-3-540-74999-8_71"},{"key":"10_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1007\/3-540-47979-1_7","volume-title":"Computer Vision - ECCV 2002","author":"P. Duygulu","year":"2002","unstructured":"Duygulu, P., Barnard, K., de Freitas, N., Forsyth, D.: Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary. In: Heyden, A., Sparr, G., Nielsen, M., Johansen, P. (eds.) ECCV 2002. LNCS, vol.\u00a02350, pp. 97\u2013112. Springer, Heidelberg (2002)"},{"key":"10_CR7","first-page":"1002","volume":"2","author":"S.L. Feng","year":"2004","unstructured":"Feng, S.L., Manmatha, R., Lavrenko, V.: Multiple Bernoulli relevance models for image and video annotation. Proc. of IEEE CVPR\u00a02, 1002\u20131009 (2004)","journal-title":"Proc. of IEEE CVPR"},{"key":"10_CR8","unstructured":"ISO\/IEC. Information technology - Multimedia content description interface - Part 3: Visual, 15938-3:2002(E) (2002)"},{"key":"10_CR9","doi-asserted-by":"crossref","unstructured":"Jeon, J., Lavrenko, V., Manmatha, R.: Automatic image annotation and retrieval using cross-media relevance models. In: Proceedings of 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Canada, pp. 119\u2013126 (July-August 2003)","DOI":"10.1145\/860435.860459"},{"key":"10_CR10","doi-asserted-by":"crossref","unstructured":"Jeon, J., Manmatha, R.: Using maximum entropy for automatic image annotation. In: Proc. of International Conference on Image and Video Retrieval, pp. 24\u201332 (2004)","DOI":"10.1007\/978-3-540-27814-6_7"},{"key":"10_CR11","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-56927-2","volume-title":"Self-Organizing Maps","author":"T. Kohonen","year":"2001","unstructured":"Kohonen, T.: Self-Organizing Maps. Springer, Heidelberg (2001)"},{"key":"10_CR12","doi-asserted-by":"crossref","unstructured":"Koikkalainen, P., Oja, E.: Self-organizing hierarchical feature maps. In: Proc. IJCNN, San Diego, CA, USA, vol. II, pp. 279\u2013284 (1990)","DOI":"10.1109\/IJCNN.1990.137727"},{"issue":"4","key":"10_CR13","doi-asserted-by":"publisher","first-page":"841","DOI":"10.1109\/TNN.2002.1021885","volume":"13","author":"J. Laaksonen","year":"2002","unstructured":"Laaksonen, J., Koskela, M., Oja, E.: PicSOM\u2014Self-organizing image retrieval with MPEG-7 content descriptions. IEEE Transactions on Neural Networks\u00a013(4), 841\u2013853 (2002)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"10_CR14","unstructured":"Lavrenko, V., Manmatha, R., Jeon, J.: A model for learning the semantics of pictures. In: Proc. NIPS, vol.\u00a016, pp. 553\u2013560 (2003)"},{"issue":"2","key":"10_CR15","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"D.G. Lowe","year":"2004","unstructured":"Lowe, D.G.: Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision\u00a060(2), 91\u2013110 (2004)","journal-title":"International Journal of Computer Vision"},{"key":"10_CR16","unstructured":"LTU Technologies: (Accessed 2007-5-18), http:\/\/www.LTUtech.com"},{"key":"10_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1007\/978-3-540-27814-6_9","volume-title":"Image and Video Retrieval","author":"D. Metzler","year":"2004","unstructured":"Metzler, D., Manmatha, R.: An inference network approach to image retrieval. In: Enser, P.G.B., Kompatsiaris, Y., O\u2019Connor, N.E., Smeaton, A.F., Smeulders, A.W.M. (eds.) CIVR 2004. LNCS, vol.\u00a03115, pp. 42\u201350. Springer, Heidelberg (2004)"},{"key":"10_CR18","unstructured":"Mori, Y., Takahashi, H., Oka, R.: Image-to-word transformation based on dividing and vector quantizing images with words. In: Proc. of First International Workshop on Multimedia Intelligent Storage and Retrieval Management (1999)"},{"key":"10_CR19","doi-asserted-by":"publisher","first-page":"728","DOI":"10.1016\/j.patcog.2006.04.042","volume":"40","author":"X. Qi","year":"2007","unstructured":"Qi, X., Han, Y.: Incorporating multiple SVMs for automatic image annotation. Pattern Recognition\u00a040, 728\u2013741 (2007)","journal-title":"Pattern Recognition"},{"key":"10_CR20","doi-asserted-by":"crossref","unstructured":"Viitaniemi, V., Laaksonen, J.: Evaluating performance of automatic image annotation: example case by fusing global image features. In: Proc. of International Workshop on Content-Based Multimedia Indexing, Bordeaux, France (June 2007)","DOI":"10.1109\/CBMI.2007.385419"},{"key":"10_CR21","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"507","DOI":"10.1007\/11526346_54","volume-title":"Image and Video Retrieval","author":"A. Yavlinsky","year":"2005","unstructured":"Yavlinsky, A., Schofield, E., R\u00fcger, S.: Automated image annotation using global features and robust nonparametric density estimation. In: Leow, W.-K., Lew, M.S., Chua, T.-S., Ma, W.-Y., Chaisorn, L., Bakker, E.M. (eds.) CIVR 2005. LNCS, vol.\u00a03568, pp. 507\u2013517. Springer, Heidelberg (2005)"}],"container-title":["Lecture Notes in Computer Science","Advances in Visual Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-76414-4_10.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T10:52:32Z","timestamp":1619520752000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-76414-4_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540764137"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-76414-4_10","relation":{},"subject":[]}}