Keyword : kernel methods


Accurate Scale Adaptive and Real-Time Visual Tracking with Correlation Filters
Jiatian PI Shaohua ZENG Qing ZUO Yan WEI 
Publication:   
Publication Date: 2018/11/01
Vol. E101-D  No. 11 ; pp. 2855-2858
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
correlation filterskernel methodsscale estimationvisual tracking
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Robust Scale Adaptive and Real-Time Visual Tracking with Correlation Filters
Jiatian PI Keli HU Yuzhang GU Lei QU Fengrong LI Xiaolin ZHANG Yunlong ZHAN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/07/01
Vol. E99-D  No. 7 ; pp. 1895-1902
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
correlation filterskernel methodsscale estimationvisual tracking
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Mean Polynomial Kernel and Its Application to Vector Sequence Recognition
Raissa RELATOR Yoshihiro HIROHASHI Eisuke ITO Tsuyoshi KATO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/07/01
Vol. E97-D  No. 7 ; pp. 1855-1863
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
kernel methodssupport vector machinesGrassmann distance and kernelsface recognitionbrain-computer interfacevector sequencebinary classification
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A Support Vector and K-Means Based Hybrid Intelligent Data Clustering Algorithm
Liang SUN Shinichi YOSHIDA Yanchun LIANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/11/01
Vol. E94-D  No. 11 ; pp. 2234-2243
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
data clusteringkernel methodssupport vector clustering K-Means clustering
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Cartesian Kernel: An Efficient Alternative to the Pairwise Kernel
Hisashi KASHIMA Satoshi OYAMA Yoshihiro YAMANISHI Koji TSUDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/10/01
Vol. E93-D  No. 10 ; pp. 2672-2679
Type of Manuscript:  Special Section PAPER (Special Section on Data Mining and Statistical Science)
Category: 
Keyword: 
kernel methodspairwise kernelslink prediction
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A Model Optimization Approach to the Automatic Segmentation of Medical Images
Ahmed AFIFI Toshiya NAKAGUCHI Norimichi TSUMURA Yoichi MIYAKE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/04/01
Vol. E93-D  No. 4 ; pp. 882-890
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
model fittingimage segmentationkernel methodsparticle swarmshape priors
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Recent Advances and Trends in Large-Scale Kernel Methods
Hisashi KASHIMA Tsuyoshi IDE Tsuyoshi KATO Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/07/01
Vol. E92-D  No. 7 ; pp. 1338-1353
Type of Manuscript:  INVITED PAPER (Special Section on Large Scale Algorithms for Learning and Optimization)
Category: 
Keyword: 
kernel methodssupport vector machineskernel tricklow-rank approximationoptimizationstructured data
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A Learning Algorithm of Boosting Kernel Discriminant Analysis for Pattern Recognition
Shinji KITA Seiichi OZAWA Satoshi MAEKAWA Shigeo ABE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/11/01
Vol. E90-D  No. 11 ; pp. 1853-1863
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
boostingkernel methodskernel discriminant analysispattern classificationneural networksfeature selection
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Constructing Kernel Functions for Binary Regression
Masashi SUGIYAMA Hidemitsu OGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/07/01
Vol. E89-D  No. 7 ; pp. 2243-2249
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
supervised learningregressionkernel methodskernel functionsKarhunen-Loeve expansionprincipal component analysisbinary regressionGaussian kernel
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