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MM
2010
ACM
238views Multimedia» more  MM 2010»
14 years 10 months ago
Supervised manifold learning for image and video classification
This paper presents a supervised manifold learning model for dimensionality reduction in image and video classification tasks. Unlike most manifold learning models that emphasize ...
Yang Liu, Yan Liu, Keith C. C. Chan
ICMCS
2007
IEEE
117views Multimedia» more  ICMCS 2007»
15 years 4 months ago
Learning-Based Perceptual Image Quality Improvement for Video Conferencing
It is well known that in professional TV show filming, stage lighting has to be carefully designed in order to make the host and the scene look visually appealing. The lighting a...
Zicheng Liu, Cha Zhang, Zhengyou Zhang
CVPR
2010
IEEE
15 years 6 months ago
Far-Sighted Active Learning on a Budget for Image and Video Recognition
Active learning methods aim to select the most informative unlabeled instances to label first, and can help to focus image or video annotations on the examples that will most impr...
Sudheendra Vijayanarasimhan, Prateek Jain, Kristen...
ICIP
2006
IEEE
15 years 11 months ago
End-to-End Delay for Hierarchical B-Pictures and Pulsed Quality Dual Frame Video Coders
Real-time video applications require tight bounds on end-to-end delay. Hierarchical bi-directional prediction requires buffering frames in the encoder input buffer, thereby contri...
Athanasios Leontaris, Pamela C. Cosman
ICPR
2004
IEEE
15 years 11 months ago
Learned Probabilistic Image Motion Models for Event Detection in Videos
Gwenaëlle Piriou, Jian-Feng Yao, Patrick Bout...