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PAMI
2010
396views more  PAMI 2010»
15 years 5 months ago
Self-Validated Labeling of Markov Random Fields for Image Segmentation
—This paper addresses the problem of self-validated labeling of Markov random fields (MRFs), namely to optimize an MRF with unknown number of labels. We present graduated graph c...
Wei Feng, Jiaya Jia, Zhi-Qiang Liu
PCM
2010
Springer
183views Multimedia» more  PCM 2010»
15 years 5 months ago
Fast H.264 Encoding Based on Statistical Learning
Abstract. In this paper, we propose an efficient video coding system that applies statistical learning methods to reduce the computational cost in H.264 encoder. The proposed metho...
Chen-Kuo Chiang, Shang-Hong Lai
SAB
2010
Springer
226views Optimization» more  SAB 2010»
15 years 5 months ago
Distributed Online Learning of Central Pattern Generators in Modular Robots
Abstract. In this paper we study distributed online learning of locomotion gaits for modular robots. The learning is based on a stochastic approximation method, SPSA, which optimiz...
David Johan Christensen, Alexander Spröwitz, ...
WWW
2010
ACM
15 years 5 months ago
A framework for trust establishment and assessment on the web of data
With the enormous and still growing amount of data and user interaction on the Web, it becomes more and more necessary for data consumers to be able to assess the trustworthiness ...
Qi Gao, Geert-Jan Houben
ICCAD
2010
IEEE
126views Hardware» more  ICCAD 2010»
15 years 4 months ago
Characterizing the lifetime reliability of manycore processors with core-level redundancy
With aggressive technology scaling, integrated circuits suffer from everincreasing wearout effects and their lifetime reliability has become a serious concern for the industry. Fo...
Lin Huang, Qiang Xu