
By Guoping Qiu, Kin Man Lam, Hitoshi Kiya, Xiang-Yang Xue, C.-C. Jay Kuo, Michael S. Lew
This ebook constitutes the lawsuits of the eleventh Pacific Rim convention on Advances in Multimedia details Processing, held in Shanghai in September 2010.
Read Online or Download Advances in Multimedia Information Processing -- PCM 2010, Part II: 11th Pacific Rim Conference on Multimedia, Shanghai, China, September 21-24, 2010 Proceedings PDF
Best user experience & usability books
Computerized Speech attractiveness (ASR) on Linux is changing into more straightforward. a number of applications can be found for clients in addition to builders. This record describes the fundamentals of speech attractiveness and describes a few of the to be had software program.
Ambient intelligence is the imaginative and prescient of a know-how that may turn into invisibly embedded in our typical atmosphere, current every time we'd like it, enabled via basic and easy interactions, attuned to all our senses, adaptive to clients and context-sensitive, and independent. high quality details entry and custom-made content material needs to be on hand to all people, wherever, and at any time.
Facial Analysis from Continuous Video with Applications to Human-Computer Interface
Machine imaginative and prescient algorithms for the research of video information are got from a digicam aimed toward the consumer of an interactive method. it really is probably beneficial to augment the interface among clients and machines. those picture sequences supply details from which machines can determine and maintain tune in their clients, realize their facial expressions and gestures, and supplement different kinds of human-computer interfaces.
Computer-Supported Collaborative Learning in Higher Education
Computer-Supported Collaborative studying in better schooling presents a source for researchers and practitioners within the region of computer-supported collaborative studying (also often called CSCL); really these operating inside a tertiary schooling setting. It comprises articles of relevance to these attracted to either thought and perform during this quarter.
- Building service provider networks
- Augmented and Virtual Reality: First International Conference, AVR 2014, Lecce, Italy, September 17-20, 2014, Revised Selected Papers
- Graph Theory [Lecture notes]
- Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices
- USB Complete: Everything You Need to Develop Custom USB Peripherals
Additional info for Advances in Multimedia Information Processing -- PCM 2010, Part II: 11th Pacific Rim Conference on Multimedia, Shanghai, China, September 21-24, 2010 Proceedings
Sample text
A comparison of classifiers and document representations for the routing problem. In: Proceedings of the 18th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 229–237. ACM, New York (1995) 15. : LASSO-Patternsearch algorithm with application to ophthalmology and genomic data. Statistics and its Interface 1(1), 137 (2008) 16. : Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society. Series B (Methodological) 58(1), 267–288 (1996) 17.
Of the 24rd International Conference on Very Large Data Bases, pp. 194–205 (1998) 11. : Google news personalization: scalable online collaborative filtering. In: Proc. of the 16th International Conference on World Wide Web, pp. 271–280 (2007) 12. : iDistance: An Adaptive B+-tree Based Indexing Method for Nearest Neighbor Search. ACM Transactions on Data Base Systems 30(2), 364–397 (2005) 13. : Using Space-filling Curves for Multi-Dimensional Indexing. , Lings, B. ) BNCOD 2000. LNCS, vol. 1832, pp.
The sparse logistic regression is applied to obtain this vector. βˆj = arg min j β n T P λ|βpj | log(1 + exp(−β j x ˜i yi,j )) + (3) p=0 i=1 where x ˜i = (1, xTi )T . If |βpj |(0 ≤ p ≤ P ) is large, we can know that the pth visual word has strong association with the jth label. On the contrary, the lower |βpj |, the less association between the pth visual word and the jth tag. The interesting point of the discovery of association between visual words and tags by sparse logistic regression is that most of βpj (0 ≤ p ≤ P ) are set to zero in regression via the lasso.