{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,29]],"date-time":"2025-04-29T16:40:09Z","timestamp":1745944809016,"version":"3.40.4"},"publisher-location":"Berlin, Heidelberg","reference-count":19,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642357244"},{"type":"electronic","value":"9783642357251"}],"license":[{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-35725-1_6","type":"book-chapter","created":{"date-parts":[[2013,1,4]],"date-time":"2013-01-04T11:19:27Z","timestamp":1357298367000},"page":"58-69","source":"Crossref","is-referenced-by-count":2,"title":["Verb-Object Concepts Image Classification via Hierarchical Nonnegative Graph Embedding"],"prefix":"10.1007","author":[{"given":"Chao","family":"Sun","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bing-Kun","family":"Bao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Changsheng","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"3","key":"6_CR1","doi-asserted-by":"publisher","first-page":"598","DOI":"10.1016\/j.patcog.2010.10.001","volume":"44","author":"B. Bao","year":"2011","unstructured":"Bao, B., Ni, B., Mu, Y., Yan, S.: Efficient region-aware large graph construction towards scalable multi-label propagation. Pattern Recognition\u00a044(3), 598\u2013606 (2011)","journal-title":"Pattern Recognition"},{"issue":"7","key":"6_CR2","doi-asserted-by":"publisher","first-page":"711","DOI":"10.1109\/34.598228","volume":"19","author":"P. Belhumeur","year":"1997","unstructured":"Belhumeur, P., Hespanha, J., Kriegman, D.: Eigenfaces vs. fisherfaces: Recognition using class specific linear projection. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a019(7), 711\u2013720 (1997)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"3","key":"6_CR3","doi-asserted-by":"publisher","first-page":"394","DOI":"10.1109\/TPAMI.2007.61","volume":"29","author":"G. Carneiro","year":"2007","unstructured":"Carneiro, G., Chan, A., Moreno, P., Vasconcelos, N.: Supervised learning of semantic classes for image annotation and retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a029(3), 394\u2013410 (2007)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"6_CR4","doi-asserted-by":"crossref","unstructured":"Gao, Y., Fan, J., Xue, X., Jain, R.: Automatic image annotation by incorporating feature hierarchy and boosting to scale up svm classifiers. In: Proceedings of the 14th Annual ACM International Conference on Multimedia, pp. 901\u2013910 (2006)","DOI":"10.1145\/1180639.1180840"},{"key":"6_CR5","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1093\/bioinformatics\/btg1017","volume":"19","author":"A. Heger","year":"2003","unstructured":"Heger, A., Holm, L.: Sensitive pattern discovery with fuzzy alignments of distantly related proteins. Bioinformatics\u00a019, 130\u2013137 (2003)","journal-title":"Bioinformatics"},{"key":"6_CR6","unstructured":"Hu, C., Zhang, B., Yan, S., Yang, Q., Yan, J., Chen, Z., Ma, W.: Mining ratio rules via principal sparse non-negative matrix factorization. In: Fourth IEEE International Conference on Data Mining, pp. 407\u2013410 (2004)"},{"issue":"7","key":"6_CR7","doi-asserted-by":"publisher","first-page":"1706","DOI":"10.1101\/gr.903503","volume":"13","author":"P. Kim","year":"2003","unstructured":"Kim, P., Tidor, B.: Subsystem identification through dimensionality reduction of large-scale gene expression data. Genome research\u00a013(7), 1706\u20131718 (2003)","journal-title":"Genome research"},{"issue":"6755","key":"6_CR8","doi-asserted-by":"publisher","first-page":"788","DOI":"10.1038\/44565","volume":"401","author":"D. Lee","year":"1999","unstructured":"Lee, D., Seung, H., et al.: Learning the parts of objects by non-negative matrix factorization. Nature\u00a0401(6755), 788\u2013791 (1999)","journal-title":"Nature"},{"key":"6_CR9","doi-asserted-by":"crossref","unstructured":"Liu, X., Yan, S., Jin, H.: Projective nonnegative graph embedding. In: IEEE Conference on Image Processing, vol.\u00a019(5), pp. 1126\u20131137 (2010)","DOI":"10.1109\/TIP.2009.2039050"},{"issue":"1","key":"6_CR10","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1002\/col.10211","volume":"29","author":"R. Ramanath","year":"2004","unstructured":"Ramanath, R., Kuehni, R., Snyder, W., Hinks, D.: Spectral spaces and color spaces. Color Research and Application\u00a029(1), 29\u201337 (2004)","journal-title":"Color Research and Application"},{"key":"6_CR11","doi-asserted-by":"crossref","unstructured":"Ramanath, R., Snyder, W., Qi, H.: Eigenviews for object recognition in multispectral imaging systems. In: Proceedings on Applied Imagery Pattern Recognition Workshop, pp. 33\u201338 (2003)","DOI":"10.1109\/AIPR.2003.1284245"},{"key":"6_CR12","doi-asserted-by":"crossref","unstructured":"Wang, C., Song, Z., Yan, S., Zhang, L., Zhang, H.: Multiplicative nonnegative graph embedding. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 389\u2013396 (2009)","DOI":"10.1109\/CVPR.2009.5206865"},{"key":"6_CR13","doi-asserted-by":"crossref","unstructured":"Wang, J., Yang, J., Yu, K., Lv, F., Huang, T., Gong, Y.: Locality-constrained linear coding for image classification. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 3360\u20133367 (2010)","DOI":"10.1109\/CVPR.2010.5540018"},{"issue":"4","key":"6_CR14","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1145\/2333112.2333120","volume":"44","author":"M. Wang","year":"2012","unstructured":"Wang, M., Ni, B., Hua, X., Chua, T.: Assistive tagging: A survey of multimedia tagging with human-computer joint exploration. ACM Computing Surveys (CSUR)\u00a044(4), 25 (2012)","journal-title":"ACM Computing Surveys (CSUR)"},{"issue":"1","key":"6_CR15","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1109\/TPAMI.2007.250598","volume":"29","author":"S. Yan","year":"2007","unstructured":"Yan, S., Xu, D., Zhang, B., Zhang, H., Yang, Q., Lin, S.: Graph embedding and extensions: A general framework for dimensionality reduction. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a029(1), 40\u201351 (2007)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"6_CR16","doi-asserted-by":"crossref","unstructured":"Yang, J., Yang, S., Fu, Y., Li, X., Huang, T.: Non-negative graph embedding. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 1\u20138 (2008)","DOI":"10.1109\/CVPR.2008.4587665"},{"key":"6_CR17","doi-asserted-by":"crossref","unstructured":"Yao, B., Jiang, X., Khosla, A., Lin, A., Guibas, L., Fei-Fei, L.: Human action recognition by learning bases of action attributes and parts. In: IEEE International Conference on Computer Vision, pp. 1331\u20131338 (2011)","DOI":"10.1109\/ICCV.2011.6126386"},{"key":"6_CR18","unstructured":"Yun, X.: Non-negative matrix factorization for face recognition. PhD thesis, Hong Kong Baptist University (2007)"},{"key":"6_CR19","doi-asserted-by":"crossref","unstructured":"Zhang, X., Zha, Z., Xu, C.: Learning verb-object concepts for semantic image annotation. In: Proceedings of the 19th ACM International Conference on Multimedia, pp. 1077\u20131080 (2011)","DOI":"10.1145\/2072298.2071942"}],"container-title":["Lecture Notes in Computer Science","Advances in Multimedia Modeling"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-35725-1_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,29]],"date-time":"2025-04-29T16:00:41Z","timestamp":1745942441000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-35725-1_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642357244","9783642357251"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-35725-1_6","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}