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SDM
2010
SIAM
217views Data Mining» more  SDM 2010»
13 years 7 months ago
Collaborative Filtering: Weighted Nonnegative Matrix Factorization Incorporating User and Item Graphs
Collaborative filtering is an important topic in data mining and has been widely used in recommendation system. In this paper, we proposed a unified model for collaborative fil...
Quanquan Gu, Jie Zhou, Chris H. Q. Ding
ICCV
2009
IEEE
2301views Computer Vision» more  ICCV 2009»
15 years 2 months ago
Class Segmentation and Object Localization with Superpixel Neighborhoods
We propose a method to identify and localize object classes in images. Instead of operating at the pixel level, we advocate the use of superpixels as the basic unit of a class s...
Brian Fulkerson, Andrea Vedaldi, Stefano Soatto
ICIP
2008
IEEE
14 years 11 months ago
Display dependent coding for 3D video on automultiscopic displays
A method to adaptively code multiview videos has been proposed which uses the depth characteristics of automultiscopic displays. It is found that for the 3D scene seen on automult...
Vikas Ramachandra, Matthias Zwicker, Truong Q. Ngu...
ICIP
2006
IEEE
14 years 11 months ago
A New Seamless Bitstream Switching Scheme for H.264 Video Adaptation with Enhanced Coding Performance
In this paper, we propose a new seamless bitstream switching scheme to improve the coding performance ofH.264 SP-frames for rate adaptation. Our method removes one of the two requ...
Shih-Ming Hsu, Chia-Wen Lin, I-Hsien Lee
ICIP
2006
IEEE
14 years 11 months ago
Outlier Robust and Edge-Preserving Simultaneous Super-Resolution
In this work, we propose a new robust and edge-preserving superresolution algorithm to simultaneously estimate all frames of a sequence. The new algorithm is based on the regulari...
Joceli Mayer, Marcelo Victor Wüst Zibetti