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ICASSP
2011
IEEE
12 years 11 months ago
Generic object recognition using automatic region extraction and dimensional feature integration utilizing multiple kernel learn
Recently, in generic object recognition research, a classification technique based on integration of image features is garnering much attention. However, with a classifying techn...
Toru Nakashika, Akira Suga, Tetsuya Takiguchi, Yas...
CVPR
2009
IEEE
15 years 2 months ago
Let the Kernel Figure it Out; Principled Learning of Pre-processing for Kernel Classifiers
Most modern computer vision systems for high-level tasks, such as image classification, object recognition and segmentation, are based on learning algorithms that are able to se...
Peter V. Gehler, Sebastian Nowozin
ICPR
2010
IEEE
13 years 11 months ago
AdaMKL: A Novel Biconvex Multiple Kernel Learning Approach
Ziming Zhang, Ze-Nian Li, Mark S. Drew
PRL
2010
77views more  PRL 2010»
13 years 5 months ago
Cost-conscious multiple kernel learning
Mehmet Gönen, Ethem Alpaydin