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KDD
2007
ACM
132views Data Mining» more  KDD 2007»
16 years 2 months ago
A scalable modular convex solver for regularized risk minimization
A wide variety of machine learning problems can be described as minimizing a regularized risk functional, with different algorithms using different notions of risk and different r...
Choon Hui Teo, Alex J. Smola, S. V. N. Vishwanatha...
122
Voted
VLBV
2005
Springer
15 years 7 months ago
Progressive Mesh-Based Motion Estimation Using Partial Refinement
A technique for performing progressive mesh-based motion estimation in a layered fashion is presented. Motion compensation based on image warping provides a block prediction free ...
Heechan Park, Andy C. Yu, Graham R. Martin
ICASSP
2008
IEEE
15 years 8 months ago
Efficient 4D motion compensated lossless compression of dynamic volumetric medical image data
Dynamic volumetric (four dimensional- 4D) medical images are typically huge in file size and require a vast amount of resources for storage and transmission purposes. In this pape...
Victor Sanchez, Panos Nasiopoulos, Rafeef Abugharb...
ISCAS
2007
IEEE
112views Hardware» more  ISCAS 2007»
15 years 8 months ago
Motion Mapping for MPEG-2 to H.264/AVC Transcoding
This paper describes novel motion mapping algorithms aimed for low-complexity MPEG-2 to AVC transcoding. The proposed algorithms efficiently map incoming MPEG-2 motion vectors to...
Jun Xin, Jianjun Li, Anthony Vetro, Huifang Sun, S...
126
Voted
FCCM
2007
IEEE
165views VLSI» more  FCCM 2007»
15 years 3 months ago
Sparse Matrix-Vector Multiplication Design on FPGAs
Creating a high throughput sparse matrix vector multiplication (SpMxV) implementation depends on a balanced system design. In this paper, we introduce the innovative SpMxV Solver ...
Junqing Sun, Gregory D. Peterson, Olaf O. Storaasl...