By Guangyu Zhu, Shuicheng Yan, Tony X. Han, Changsheng Xu (auth.), Kuo-Tien Lee, Wen-Hsiang Tsai, Hong-Yuan Mark Liao, Tsuhan Chen, Jun-Wei Hsieh, Chien-Cheng Tseng (eds.)
This two-volume lawsuits constitutes the refereed papers of the seventeenth foreign Multimedia Modeling convention, MMM 2011, held in Taipei, Taiwan, in January 2011. The fifty one revised ordinary papers, 25 targeted consultation papers, 21 poster consultation papers, and three demo consultation papers, have been conscientiously reviewed and chosen from 450 submissions. The papers are equipped in topical sections on audio, picture video processing, coding and compression; media content material shopping and retrieval; multi-camera, multi-view, and 3D platforms; multimedia indexing and mining; multimedia content material research; multimedia sign processing and communications; and multimedia purposes. The targeted consultation papers take care of content material research for human-centered multimedia purposes; huge scale wealthy media facts administration; multimedia figuring out for purchaser electronics; photo item acceptance and compression; and interactive snapshot and video search.
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Extra resources for Advances in Multimedia Modeling: 17th International Multimedia Modeling Conference, MMM 2011, Taipei, Taiwan, January 5-7, 2011, Proceedings, Part II
Recognizing realistic actions from videos in the wild. In: CVPR (2009) 10. : Space-time interest points. In: ICCV (2003) 11. : Context-based vision system for place and object recognition. In: ICCV (2003) 12. : Recognizing human actions: a local svm approach. In: ICPR (2004) 13. : Simplest representation yet for gait recognition: averaged silhouette. In: ICPR (2004) 14. : Modelling crowd scenes for event detection. In: ICPR (2006) 15. : Hierarchical recognition of human activities interacting with objects.
Mach. Learn. (2003) 7. : Consumer video retargeting: context assisted spatial-temporal grid optimization. In: ACM Multimedia (2009) 8. : Non-homogeneous content-driven videoretargeting. In: ICCV (2007) 24 B. Li et al. 9. : Improved seam carving for video retargeting. ACM Transactions on Graphics (2008) 10. : Multi-operator media retargeting. ACM Transactions on Graphics (2009) 11. : Discontinuous seam-carving for video retargeting. In: CVPR (2010) 12. : Feature-aware texturing. In: Eurographics Symposium on Rendering (2006) 13.
As a visual importance map cannot recover the regions of salient objects exactly, the actual training data is noisy. Therefore, we would like to choose a mapping function with lower variance to reduce the negative inﬂuence of noise data. So our instance prefers a global method. Our instance is committed to maintain lower variance. An optimization approach with lower variance is applied to reduce noise data’s inﬂuence. We constrain the grid-based shape transformation over rectangular grids. The change of grids aspect ratio is used to measure distortion energy in retargeting.