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ICASSP
2011
IEEE
14 years 1 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
16 years 4 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
15 years 1 months ago
AdaMKL: A Novel Biconvex Multiple Kernel Learning Approach
Ziming Zhang, Ze-Nian Li, Mark S. Drew
PRL
2010
77views more  PRL 2010»
14 years 8 months ago
Cost-conscious multiple kernel learning
Mehmet Gönen, Ethem Alpaydin