Discovering the thematic object in commercial videos

IEEE Multimedia

Volumn 18, Issue 3, 2011, Pages 56-64

  Zhao, Gangqiang ^a   Yuan, Junsong ^a   Xu, Jiang ^b   Wu, Ying ^b  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b NORTHWESTERN UNIVERSITY   (United States)

Author keywords

binary quadratic programming; branch and bound search; spatially collocated word group; thematic video object discovery

Indexed keywords

BINARY QUADRATIC PROGRAMMING; BRANCH AND BOUNDS; COMMERCIAL VIDEO; SPATIALLY COLLOCATED WORD GROUP; VIDEO OBJECTS; VISUAL FEATURE;

MINING;

BRANCH AND BOUND METHOD;

EID: 84860390057     PISSN: 1070986X     EISSN: None     Source Type: Journal    
DOI: 10.1109/MMUL.2011.40     Document Type: Article

References (13)

1. T. Tuytelaars et al., "Unsupervised Object Discovery: A Comparison," Int'l J. Computer Vision, vol. 88, no. 2, 2010, pp. 284-302.
2. B.C. Russell et al., "Using Multiple Segmentation to Discover Objects and Their Extent in Image Collections," Proc. Conf. Computer Vision and Pattern Recognition (CVPR), IEEE Press, 2006.
3. J. Yuan, Y. Wu, and M. Yang, "Discovery of Collocation Patterns: From Visual Words to Visual Phrases," Proc. Conf. Computer Vision and Pattern Recognition (CVPR), IEEE Press, 2007.
4. J. Yuan, Y. Wu, and M. Yang, "From Frequent Item Sets to Semantically Meaningful Visual Patterns," Proc. ACM Int'l Conf. Knowledge Discovery and Data Mining, ACM Press, 2007.
5. J. Gao et al., "Unsupervised Learning of High- Order Structural Semantics from Images," Proc. Int'l Conf. Computer Vision (ICCV), IEEE Press, 2009.
6. S. Todorovic and N. Ahuja, "Unsupervised Category Modeling, Recognition, and Segmentation in Images," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 30, no. 12, 2008, pp. 2158-2174.
7. J. Yuan and Y. Wu, "Spatial Random Partition for Common Visual Pattern Discovery," Proc. Int'l Conf. Computer Vision (ICCV), IEEE Press, 2007.
8. D. Lowe, "Distinctive Image Features from Scale Invariant Keypoints," Int'l J. Computer Vision, vol. 60, no. 2, 2004, pp. 91-110.
9. J. Sivic and A. Zisserman, "Video Data Mining Using Configurations of Viewpoint Invariant Regions," Proc. Conf. Computer Vision and Pattern Recognition (CVPR), IEEE Press, 2004.
10. H. Liu and S. Yan, "Common Visual Pattern Discovery Via Spatially Coherent Correspondences," Proc. Conf. Computer Vision and Pattern Recognition (CVPR), IEEE Press, 2010.
11. Jiang Xu, Junsong Yuan, and Ying Wu, "Bipolar Grouping," Proc. Int'l Conf. Multimedia and Expo (ICME), IEEE Press, 2010.
12. C.H. Lampert, M.B. Blaschko, and T. Hofmann, "Efficient Subwindow Search: A Branch and Bound Framework for Object Localization," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 31, no. 12, 2009, pp. 2129-2142.
13. L. Page et al., The Pagerank Citation Ranking: Bringing Order to the Web, tech report, Stanford Infolab, 2005.