Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380
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IBISML2010-29
Behavior of kernel mutual subspace method with respect to parameters
Seiji Hotta (TUAT), Tomokazu Kawahara, Osamu Yamaguchi (Toshiba Corp.), Hitoshi Sakano (NTT)
pp. 1 - 6
IBISML2010-30
Multiple Kernel Learning for Generic Object Recognition Using SIFT Gaussian Mixture Models
Nakamasa Inoue, Yusuke Kamishima, Koichi Shinoda, Sadaoki Furui (Tokyo Tech)
pp. 7 - 12
IBISML2010-31
Generic Object Recognition Based on Rough Segmentation Data Given by a User
Mitsuru Ambai, Yuichi Yoshida (Denso IT Laboratory, Inc.)
pp. 13 - 20
IBISML2010-32
Improving the Accuracy of Least-Squares Probabilistic Classifiers
Makoto Yamada, Masashi Sugiyama (Tokyo Inst. of Tech.), Gordon Wichern (MIT Lincoln Lab), Jaak Simm (Tokyo Inst. of Tech.)
pp. 45 - 50
IBISML2010-33
Multi-task Learning with Least-Squares Probabilistic Classifiers
Jaak Simm, Masashi Sugiyama (Tokyo Inst. of Tech.), Tsuyoshi Kato (Univ. of Tokyo)
pp. 51 - 56
IBISML2010-34
Computational identification of discriminating features of pathogenic and symbiotic Type III secreted effector proteins
Koji Yahara, Ying Jiang, Takashi Yanagawa (Kurume Univ.)
pp. 57 - 62
IBISML2010-35
QR-code recognition based on super-resolution using binary pattern constraint
Yuji Kato, Daisuke Deguchi (Nagoya Univ.), Tomokazu Takahashi (Gifu Shotoku Gakuen Univ.), Ichiro Ide, Hiroshi Murase (Nagoya Univ.)
pp. 63 - 68
IBISML2010-36
Store-Shelf-Label Recognition Using Label-Element Detection and Model Matching
Yasunori Doi, Tetsuya Matsumoto, Yoshinori Takeuchi, Hiroaki Kudo, Noboru Ohnishi (Nagoya Univ.)
pp. 69 - 74
IBISML2010-37
Is quantity better than quality?
-- A study case on a simple classifier applied to digit character recognition --
Sabine Barrat (Osaka Prefecture Univ./JSPS/Nancy Univ./LORIA), Geoffrey Alary (Osaka Prefecture Univ./EISTI), Masakazu Iwamura, Koichi Kise (Osaka Prefecture Univ.), Seiichi Uchida (Kyushu Univ.), Shinichiro Omachi (Tohoku Univ.)
pp. 75 - 80
IBISML2010-38
[Special Talk]
Pattern Mining meets a New Landing Point
-- Pattern mining via clustering --
Takeaki Uno (NII)
pp. 81 - 82
IBISML2010-39
[Special Talk]
Higher-order optimization and learning in vision
-- a bottom-up approach --
Hiroshi Ishikawa (Waseda Univ.)
p. 83
IBISML2010-40
Facial Expression Recognition by Ensemble Learning Using Movements of Facial Feature Points
Hiroki Nomiya, Teruhisa Hochin (KIT)
pp. 85 - 92
IBISML2010-41
Sound Source Detection by Learning
Chihiro Ikeda, Yaokai Feng, Seiichi Uchida (Kyushu Univ.)
pp. 93 - 98
IBISML2010-42
Improvement in Human Detection by Generation Addition Training of Human Silhouette
Naoya Kouketsu, Yuji Yamauchi, Hironobu Fujiyoshi (Chubu Univ.)
pp. 99 - 104
IBISML2010-43
A Study on Feature Selection Path for High-Dimensional Local Classifiers
Ichiro Takeuchi (NIT)
pp. 105 - 112
IBISML2010-44
Fast Template Matching Using Adaptive Block Partitioning and Threshold Estimation
Minoru Mori, Junji Yamato (NTT)
pp. 113 - 120
IBISML2010-45
Colorectal NBI Image Recognition using Dense SIFT
Junki Yoshimuta, Takahishi Takeda, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Yoshito Takemura, Shigeto Yoshida, Shinji Tanaka (Hiroshima Univ.)
pp. 129 - 134
IBISML2010-46
A Study of Variances of Cross-Validation and Generalization Error in Variational Bayes Method
Shinji Oyama, Sumio Watanabe (Tokyo Tech.)
pp. 135 - 142
IBISML2010-47
Proposal of MCMC methods on hidden variables of a nomral mixture and its application to Bayes marginal Likelihood
Takushi Miki, Sumio Watanabe (Tokyo Tech)
pp. 143 - 148
IBISML2010-48
A Density Ratio Approach to Two-Sample Test
Masashi Sugiyama (Tokyo Inst. of Tech.), Taiji Suzuki (Univ. of Tokyo), Yuta Itoh (Tokyo Inst. of Tech.), Takafumi Kanamori (Nagoya Univ.), Manabu Kimura (Tokyo Inst. of Tech.)
pp. 149 - 156
IBISML2010-49
Sequential Pattern Recognition by Local Classifiers and Dynamic Time Warping
Masahiro Fukutomi, Koichi Ogawara, Yaokai Feng, Seiichi Uchida (Kyushu Univ.)
pp. 157 - 164
IBISML2010-50
Object Tracking by a Combination of Discrete DP and Analytical DP
Hiroki Kawano, Ikko Fujimura, Yaokai Feng, Seiichi Uchida (Kyushu Univ.)
pp. 165 - 171
IBISML2010-51
Consistent Localization of Persons by Integrating Global and Local Observations
Yuuki Chijiwa, Yaokai Feng, Seiichi Uchida (Kyushu Univ.)
pp. 173 - 178
IBISML2010-52
Minimum Classification Error Training with Automatic Control of Loss Smoothness
Junichi Tokuno (Doshisha Univ.), Hideyuki Watanabe (NICT), Shigeru Katagiri, Miho Ohsaki (Doshisha Univ.)
pp. 179 - 184
IBISML2010-53
Learning Vector Quantization Using a Heavy-tailed Distribution Ansatz
Hiroyoshi Miyano, Eiki Ishidera (NEC Informatec Systems)
pp. 185 - 192
IBISML2010-54
Evaluation of the error rate of the classifier under the margin assumption
Takanori Ayano, Joe Suzuki (Osaka Univ)
pp. 193 - 199
IBISML2010-55
Action planning for interactive visual scene understanding based on knowledge confidence defined on latent spaces
Gurbachan Sekhon (Univ. of British Columbia), Akisato Kimura, Yasuhiro Minami, Hitoshi Sakano, Eisaku Maeda (NTT)
pp. 201 - 208
IBISML2010-56
[Fellow Memorial Lecture]
-
Takio Kurita (Hiroshima Univ.)
pp. 209 - 214
IBISML2010-57
[Fellow Memorial Lecture]
From the Subspace Method to the Mutual Subspace Method
Ken-ichi Maeda (Toshiba Research/Toshiba)
pp. 215 - 220
IBISML2010-58
q-normal distribution and its escort distribution
-- What is an escort distribution? --
Masaru Tanaka (Fukuoka Univ.)
pp. 237 - 244
IBISML2010-59
General Scheme of Continuous Dynamic Programming
-- Optimal Full Pixel Matching for Spotting Image --
Ryuichi Oka, Yuichi Yaguchi, Shinya Nizoe (Aizu Univ)
pp. 245 - 252
Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.