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YANAI Lab

Yanai Laboratory, Department of Computer Science, The University of Electro-Communications
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Journals

  • Keiji Yanai: Current State and Future Directions on Generic Object Recognition, IPSJ Transaction on Computer Vision and Image Media, Vol.48, No.SIG (CVIM19), (2007/11) (in Japanese).
  • Keiji Yanai and Kobus Barnard: An Analysis of ``Visualness'' of Word Concepts, IPSJ Transactions on Computer Vision and Image Media, Vol.48, No.SIG (CVIM17), (2007/02) (in Japanese).
  • Keiji Yanai: Web Image Gathering with Probabilistic Models, Transaction of the Japanese Society of Artificial Intelligence, Vol.21, No.1, pp.10-18 (2007/01) (in Japanese). (PDF file)
  • Keiji Yanai: Image Collector II: A System to Gather a Large Number of Images from the Web, IEICE Transactions on Information and Systems, Vol.E88-D, No.10, pp.2432-2436 (2005/10).
  • Keiji Yanai: Mining Visual Knowledge on the World Wide Web for Generic Image Classification, Transaction of the Japanese Society of Artificial Intelligence, Vol.19, No.5, pp.429-439 (2004/10) (in Japanese). (PDF file)
  • Keiji Yanai, Masaya Shindo, Kohei Noshita: A Fast Image-Gathering System on the World-Wide Web Using a PC Cluster, Image and Vision Computing, Vol.22, No.1, pp.59-71 (2004/01). (PDF file)
  • Keiji Yanai and Koichiro Deguchi: Recognition of Indoor Images Employing Supporting Relation between Objects, Systems and Computers in Japan, Vol.33, No.10, pp.14-26 (2002/10). (PDF file)
  • Yoshio Hoshi, Kohei Noshita and Keiji Yanai: A new algorithm for solving the cooperative Tsume-shogi based on iterative-deepening search, Transaction of Information Processing Society of Japan, Vol.43, No.1, pp.11-19 (2002/01) (in Japanese). (PDF file)
  • Keiji Yanai and Koichiro Deguchi: A Multi-resolution Image Understanding System Based on Multi-agent Architecture for High-resolution Images, IEICE Transactions on Information and Systems, Vol.E84-D, No.12 (2001/12). (PDF file)
  • Keiji Yanai: An Image Gathering System from WWW Employing Keywords and Image Features, IPSJ Transactions on Databases, Vol.42, No.SIG10(TOD11), pp.79-91 (2001/09) (in Japanese). (PDF file)
  • Keiji Yanai and Koichiro Deguchi: Recognition of Indoor Images Employing Supporting Relation between Objects, IEICE Transactions D-II, Vol.84-DII, No.8, pp.1741-1752 (2001/08) (in Japanese). (PDF file)
  • Keiji Yanai and Koichiro Deguchi: A Multi-Agent Architecture of Object Recognition System for Various Image, Transaction of Information Processing Society of Japan, Vol.39, No.2, pp.170-177 (1998/02) (in Japanese). (PDF file)

Chapter of Book

  • Keiji Yanai, Hidetoshi Kawakubo and Kobus Barnard: Entropy-based Analysis of Visual Concepts, In "Multimedia Information Extraction", AAAI/MIT Press, (2010) .
  • Kobus Barnard, Keiji Yanai, Matthew Johnson and Prasad Gabbur: Cross Modal Disambiguation, In "Toward Category-Level Object Recognition", Lecture Note on Computer Science (LNCS), No.4170, pp.246-265 (2006).

International Conferences

  • Keiji Yanai and Kobus Barnard: Region-based Automatic Web Image Selection, Proc. of ACM International Conference on Multimedia Information Retrieval (MIR), Philadelphia, USA (2010/03).

  • Keiji Yanai and Akio Kitahara: Detecting ``In-play'' Photos from Web Sports News Photos, Proc. of the Pacific-Rim Conference on Multimedia, Bangkok, Thailand (2009/12).
  • Taichi Joutou and Keiji Yanai: A Food Image Recognition System with Multiple Kernel Learning, Proc. of International Conference on Image Processing (ICIP), Cairo, Egypt (2009/11).
  • Akitsugu Noguchi and Keiji Yanai: Extracting Spatio-temporal Local Features Considering Consecutiveness of Motions, Proc. of Asian Conference on Computer Vision (ACCV), Xian, China (2009/09).
  • Keiji Yanai, Hidetoshi Kawakubo and Qiu Bingyu: A Visual Analysis of the Relationship between Word Concepts and Geographical Locations, Proc. of ACM International Conference of Image and Video Retrieval (CIVR), Santorini, Greece (2009/07).
  • Keiji Yanai: Web Image Gathering with Region-based Bag-of-Features and Multiple Instance Learning, Proc. of IEEE International Conference on Multimedia and Expo (ICME), New York, USA (2009/07).
  • Hidetoshi Kawakubo and Keiji Yanai: An Analysis of the Relation between Visual Concepts and Geo-locations using Geotagged Images on the Web, Proc. of IEEE ICME WS on Internet Multimedia Search and Mining, New York, USA (2009/07).
  • Keiji Yanai and Bingyu Qiu: Mining Cultural Differences from a Large Number of Geotagged Photo, Proc. of the Seventeenth International World Wide Web Conference, Poster Paper, Madrid, Spain (2009/04). (PDF file)
  • Keiji Yanai, Keita Yaegashi and Bingyu Qiu: Detecting Cultural Differences using Consumer-Generated Geotagged Photos, ACM CHI Workshop on Location and the Web (LocWeb'09), Boston, USA (2009/04).
  • Keita Yaegashi and Keiji Yanai: Can Geotags Help Image Recognition ?, Proc. of Pacific-Rim Symposium on Image and Video Technology, Tokyo, Japan (2009/01).

  • Bingyu Qiu and Keiji Yanai: Objects over the World, Proc. of the Pacific-Rim Conference on Multimedia, Tainan, Taiwan (2008/12).
  • Akitsugu Noguchi and Keiji Yanai: Rushes Summarization Based on Color, Motion and Face, Proc. of ACMMM Workshop on TRECVID Rush Summarization, Vancouver, Canada (2008/10).
  • Keisuke Takada and Keiji Yanai: Web Video Retrieval Based on the Earch Mover's Distance by Integrating Color, Motion and Sound Features, Proc. of the ICIP Workshop on Multimedia Information Retrieval, San Diego, CA, USA (2008/10).
  • Keiji Yanai: Web Image Selection by PLSA, Proc. of the International Conference on Multimedia and Expo, Hanover, Germany (2008/06).
  • Keiji Yanai: Automatic Web Image Selection with a Probabilistic Latent Topic Model, Proc. of the Seventeenth International World Wide Web Conference, Poster Paper, Beijing, China (2008/04).
  • Akio Kitahara and Keiji Yanai: Associating Faces and Names in Japanese Photo News Articles on the Web, Proc. of the 2008 IEEE International Symposium on Mining the Asian Web, Okinawa, Japan (2008/03).
  • Keiji Yanai: Web Image Gathering witha Part-based Object Recognition Method, Proc. of the International Multimedia Modelling Conference, Kyoto, Japan, (2008/01).

  • Iyota Tatsuya and Keiji Yanai: The News Flusher: a Photo News Clustering Browser, Proc. of the Pacific-Rim Conference on Multimedia, Hong Kong (2007/12). (PDF file)
  • Keiji Yanai: Web Image Gathering with A Spatial Pyramid Kernel, Proc. of the IEEE Workshop on Multimedia Information Processing and Retrieval, Taichung, Taiwan (2007/12).
  • Keiji Yanai: Image Collector III: A Web Image-Gathering System with Bag-of-Keypoints, Proc. of the Sixteenth International World Wide Web Conference, Poster Paper, Banff, AB, Canada (2007/05). (HTML)

  • Keiji Yanai: Image Classification by a Probabilistic Model Learned from Imperfect Training Data on the Web, Proc. of ACM Knowledge Discovery and Data Mining (KDD) Workshop on Multimedia Data Mining, pp.75-82, Philadelphia, USA (2006/08). (PDF file)
  • Keiji Yanai and Kobus Barnard: Finding Visual Concept by Web Image Mining, Proc. of the Fifteenth International World Wide Web Conference, Poster Paper, Edinburgh, Scotland, UK (2006/05). (HTML)
  • Kobus Barnard and Keiji Yanai: Mutual Information Between Words and Pictures, Proc. of Workshop on Information Theory and Applications, La Jolla, California USA, (2006/02). (PDF file) (invited paper)
  • Keiji Yanai and Takehisa Hayashiyama: Automatic ``Go'' Record Generation from a TV Program, Proc. of the 12th International Multimedia Modelling Conference, Beijing, China, pp.414-417 (2006/01). (PDF file)

  • Keiji Yanai and Kobus Barnard: Image Region Entropy: A Measure of "Visualness" of Web Images Associated with One Concept, Proc. of ACM Multimedia 2005, Singapore, (2005/11). (PDF file) (poster)
  • Keiji Yanai and Kobus Barnard: Probabilistic Web Image Gathering, Proc. of ACM Multimedia Workshop on Multimedia Information Retrieval (MIR) 2005, Singapore, (2005/11). (PDF file) (slides) (results)
  • Keiji Yanai, Nikhil V. Shirahatti, Prasad Gabbur and Kobus Barnard: Evaluation Strategies for Image Understanding and Retrieval, Proc. of ACM Multimedia Workshop on Multimedia Information Retrieval (MIR) 2005, Singapore, (2005/11). (PDF file) (slides) (invited paper)

  • Keiji Yanai: Web Image Mining: Can We Gather Visual Knowledge for Image Recognition from the Web ?, Proc. of the 2003 Pacific-Rim International Conference on Multimedia, Singapore, pp.1B1-2 (2003/12). (PDF file) (invited paper)
  • Keiji Yanai: Generic Image Classification Using Visual Knowledge on the Web, Proc. of ACM Multimedia 2003, Berkeley USA, pp.67-76 (2003/11). (ACM Digital Library) (PDF file) (acceptance rate: 16.9%)
  • Keiji Yanai: Image Collector II: A System for Gathering More Than One Thousand Images from the Web for One Keyword, Proc. of IEEE International Conference on Multimedia and Expo, Baltimore USA, (2003/07). (PDF file)
  • Keiji Yanai: Web Image Mining toward Generic Image Recognition, Proc. of the Twelfth International World Wide Web Conference, Poster Paper, Budapest Hungary, (2003/05). (HTML file)
  • Keiji Yanai: Image Collector II: An Over-One-Thousand-Image-Gathering System, Proc. of the Twelfth International World Wide Web Conference, Poster Paper, Budapest Hungary, (2003/05). (HTML file)

  • Keiji Yanai: An Experiment on Generic Image Classification Using Web Images, Proc. of the 2002 Pacific-Rim International Conference on Multimedia (Springer LNCS no.2532), Shinchu Taiwan, pp.303-310 (2002/12). (PDF file)
  • Keiji Yanai: Image Classification by Web Images, Proc. of the Seventh Pacific-Rim International Conference on Artificial Intelligence (Springer LNAI no.2417), Tokyo Japan, pp.613-614 (2002/08).

  • Keiji Yanai: An Automatic Image-Gathering System for the World-Wide Web by Integration of Keywords and Image Features, Proc. of 4th International Conference on Computational Intelligence and Multimedia Applications, Yokosuka Japan, pp.303-307 (2001/10).
  • Keiji Yanai, Masaya Shindo, Kohei Noshita: A Fast Image-Gathering System on the World-Wide Web Using a PC Cluster, Proc. of the 2001 International Conference on Web Intelligence (Springer LNAI no.2198), Maebashi Japan, Full Paper, pp.324-334 (2001/10). (PDF file) (acceptance rate: 19.0%)
  • Keiji Yanai: Image Collector: An Image-Gathering System from the World-Wide Web Employing Keyword-based Search Engines, Proc. of IEEE International Conference on Multimedia and Expo, Tokyo Japan, pp.704-707 (2001/08). (PDF file)

  • Keiji Yanai and Koichiro Deguchi: A Multi-resolution Image Understanding System Based on Multi-agent Architecture for High-resolution Images, Proc. of IAPR Workshop on Machine Vision and Applications 2000, Tokyo Japan, pp.291-294 (2000/11). (PDF file)
  • Keiji Yanai and Koichiro Deguchi: Recognition of Indoor Images Employing Qualitative Model Fitting and Supporting Relation between Objects, Proc. of International Conference on Pattern Recognition 2000, Barcelona Spain, Vol.I, pp.964-967 (2000/09). (PDF file)

  • Keiji Yanai: An Image Understanding System for Various Images Based on Multi-Agent Architecture, Proc. of 3rd International Conference on Computational Intelligence and Multimedia Applications, New Dehli India, pp.186-190 (1999/09). (PDF file)

  • Keiji Yanai and Koichiro Deguchi: An Architecture of Object Recognition System for Various Images Based on Multi-Agent, Proc. of International Conference on Pattern Recognition'98, Brisbane Australia, Vol.I, pp.643-646 (1998/08). (PDF file)

Last modified: 2010-01-22 22:10