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Journal of Advanced Computational Intelligence and Intelligent Informatics
- ISSN : 1343-0130(Print) / 1883-8014(Online)
- Honorary Editor :Lotfi A. Zadeh (University of California)
- Editor-in-Chief :Toshio Fukuda (Nagoya University), Kaoru Hirota (Tokyo Institute of Technology)
JACIII Vol.8 No.2 Mar. 2004
- Pattern Recognition
- Guest Editor: Osamu Hasegawa
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JACIII Vol.8 No.2 Mar. 2004
- Editorial:
- Special Issue on Pattern Recognition
-
We are pleased to publish this special JACIII issue on pattern recognition featuring 3 invited and 14 regular papers. The first and second concern support vector machines and Bayesian networks by authors who are field experts, and should serve as an introduction to beginners and a resource for researchers. In the third paper, the authors propose an artificial neural network for pattern recognition using "living" neural cells. This paper was invited because the research it deals with is considered an example of the interfield research expected to develop in the 21st century. The remaining 14 regular papers are reviewed and selected from 19 submitted papers.
In reviewing and selecting the 14 regular papers, covering a broad field range from basic theory to applied systems, we focused on the originality of each paper and the viewpoints of the authors toward problems and experimental results. This wide-ranging selection should prove both innovative and enlightening to interested readers.
We thank Professors Kaoru Hirota and Toshio Fukuda, editors-in-chief of this journal, for their support of this special issue. We also thank the staff of Fuji Technology Press for its invaluable assistance.
- Paper:
- Support Vector Machine and Generalization
- Takio Kurita, pp. 84-92
- Abstract | Full Text (PDF87KB)
- Review:
- Bayesian Network: Probabilistic Reasoning, Statistical Learning, and Applications
- Yoichi Motomura, pp. 93-99
- Abstract | Full Text (PDF1324KB)
- Paper:
- Operation of Spatiotemporal Patterns Stored in Living Neuronal Networks Cultured on a Microelectrode Array
- Suguru N. Kudoh, and Takahisa Taguchi, pp. 100-107
- Abstract | Full Text (PDF1264KB)
- Paper:
- Rapid Discriminative Learning
- Jun Rokui, pp. 108-114
- Abstract | Full Text (PDF148KB)
- Paper:
- Robust Fuzzy Clustering Based on Similarity between Data
- Kohei Inoue, and Kiichi Urahama, pp. 115-120
- Abstract | Full Text (PDF115KB)
- Paper:
- A Growing Neural Network for Online Unsupervised Learning
- Shen Furao, and Osamu Hasegawa, pp. 121-129
- Abstract | Full Text (PDF190KB)
- Paper:
- A View-Invariant Face Detection Method Based on Local PCA Cells
- Kazuhiro Hotta, pp. 130-139
- Abstract | Full Text (PDF225KB)
- Paper:
- Pointing Device Based on Estimation of Trajectory and Shape of a Human Hand in a Monocular Image Sequence
- Satoru Odo, and Kiyoshi Hoshino, pp. 140-149
- Abstract | Full Text (PDF190KB)
- Paper:
- Human Limb Extraction Based on Motion Estimation Using Optical Flow and Image Registration
- Toru Tamaki, pp. 150-155
- Abstract | Full Text (PDF92KB)
- Paper:
- Tool Operation Recognition Based on Robust Optical Flow and HMM from Short-Time Sequential Image Data
- Hidetomo Sakaino, Yutaka Yanagisawa, and Tetsuji Satoh, pp. 156-167
- Abstract | Full Text (PDF409KB)
- Paper:
- Extraction of Motion Characteristics Corresponding to Sensitivity Information Using Dance Movement
- Shihoko Kamisato, Satoru Odo, Yoshino Ishikawa, and Kiyoshi Hoshino, pp. 168-180
- Abstract | Full Text (PDF153KB)
- Paper:
- Automatic Video Recording of Lecture\'s Audience with Activity Analysis and Equalization of Scale for Students Observation
- Satoshi Nishiguchi, Yoshinari Kameda, Koh Kakusho, and Michihiko Minoh, pp. 181-189
- Abstract | Full Text (PDF218KB)
- Paper:
- Joint Audio-Visual Tracking Based on Dynamically Weighted Linear Combination of Probability State Density
- Masaru Tsuchida, Takahito Kawanishi, Hiroshi Murase, and Shigeru Takagi, pp. 190-199
- Abstract | Full Text (PDF629KB)
- Paper:
- Printed Japanese Character Recognition Using Multiple Commercial OCRs
- Hidetoshi Miyao, Yasuaki Nakano, Atsuhiko Tani, Hirosato Tabaru, and Toshihiro Hananoi, pp. 200-207
- Abstract | Full Text (PDF81KB)
- Paper:
- Stave Extraction for Printed Music Scores Using DP Matching
- Hidetoshi Miyao, and Masayuki Okamoto, pp. 208-215
- Abstract | Full Text (PDF97KB)
- Paper:
- Classification of Remotely Sensed Images Using Independent Component Analysis and Spatial Consistency
- Xiang-Yan Zeng, Yen-Wei Chen, and Zensho Nakao, pp. 216-222
- Abstract | Full Text (PDF850KB)
- Paper:
- Behavior Learning and Animation Synthesis of Falling Flat Objects
- Kohta Aoki, Osamu Hasegawa, and Hiroshi Nagahashi, pp. 223-230
- Abstract | Full Text (PDF207KB)
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