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» A theoretical analysis of the HIFF problem
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ICCV
2009
IEEE
1184views Computer Vision» more  ICCV 2009»
16 years 2 months ago
Learning Based Digital Matting
We cast some new insights into solving the digital matting problem by treating it as a semi-supervised learning task in machine learning. A local learning based approach and a g...
Yuanjie Zheng, Chandra Kambhamettu
CVPR
2003
IEEE
15 years 12 months ago
Bootstrapping SVM Active Learning by Incorporating Unlabelled Images for Image Retrieval
The performance of image retrieval with SVM active learning is known to be poor when started with few labelled images only. In this paper, the problem is solved by incorporating t...
Lei Wang, Kap Luk Chan, Zhihua Zhang
ERSHOV
2009
Springer
15 years 4 months ago
Standardization and Testing of Mathematical Functions
Abstract. The article concerns problems of formulating standard requirements to implementations of mathematical functions working with floating-point numbers and conformance test ...
Victor V. Kuliamin
CISS
2008
IEEE
15 years 4 months ago
Distributed estimation in wireless sensor networks via variational message passing
Abstract – In this paper, a variational message passing framework is proposed for Markov random fields. Analogous to the traditional belief propagation algorithm, variational mes...
Yanbing Zhang, Huaiyu Dai
ICDM
2007
IEEE
180views Data Mining» more  ICDM 2007»
15 years 4 months ago
Mining Frequent Itemsets in a Stream
We study the problem of finding frequent itemsets in a continuous stream of transactions. The current frequency of an itemset in a stream is defined as its maximal frequency ove...
Toon Calders, Nele Dexters, Bart Goethals