Early Recognition of Co-occurrence Gesture Patterns in Cooperative Working Space

• Project/Area Number: 21700200
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Single-year Grants
• Research Field: Perception information processing/Intelligent robotics
• Research Institution: Kyushu University
• Principal Investigator: SHIMADA Atsushi Kyushu University, 大学院・システム情報科学研究院, 助教 (80452811)
• Project Period (FY): 2009 – 2010
• Project Status: Completed (Fiscal Year 2010)
• Budget Amount: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000); Fiscal Year 2010: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000); Fiscal Year 2009: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
• Keywords: 動作認識 / 早期認識 / 共起動作 / 自己組織化マップ

Research Abstract

We developed a novel method to output recognition result at the beginning part of a gesture pattern in cooperative working space. Our approach can automatically find a unique pattern of posture in each gesture pattern. We used such unique information to determine an output result. Actually, we developed two kinds of methods; focused on individual gesture pattern and focused on co-occurrence gesture pattern.

Research Products

• [Journal Article] Robust human posture analysis using incremental learning and recall based on degree of confidence of feature points (2009)
  • Author(s): Atsushi Shimada, Madoka Kanouchi, Daisaku Arita, Rin-ichiro Taniguchi
  • Journal Title: International Journal of Intelligent Computing and Cybernetics (IJICC) Vol.2, No.2 Pages: 76-81
  • NAID: 110006969357
• [Presentation] Adaptive template method for early recognition of gestures (2011)
  • Author(s): Manabu Kawashima, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi
  • Organizer: 17th Japan-Korea Joint Workshop on Frontiers of Computer Vision
  • Place of Presentation: 韓国
  • Year and Date: 2011-02-10
• [Presentation] Improvement of Early Recognition of Gesture Patterns based on Self-Organizing Map (2011)
  • Author(s): Atsushi Shimada, Rin-ichiro Taniguchi
  • Organizer: 11th International Symposium on Artificial Life and Robotics
  • Place of Presentation: 大分
  • Year and Date: 2011-01-27
• [Presentation] Adaptive template method for early recognition of gestures (2011)
  • Author(s): Manabu Kawashima, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi
  • Organizer: Proceedings of 17th Japan-Korea Joint Workshop on Frontiers of Computer Vision
  • Place of Presentation: (CD-ROM)
• [Presentation] Improvement of Early Recognition of Gesture Patterns based on Self-Organizing Map (2011)
  • Author(s): Atsushi Shimada, Rin-ichiro Taniguchi
  • Organizer: Proc.of the 11th International Symposium on Artificial Life and Robotics
  • Place of Presentation: (CD-ROM)
• [Presentation] Early Recognition based on Co-occurrence of Gesture Patterns (2010)
  • Author(s): Atsushi Shimada, Manabu Kawashima, Rin-ichiro Taniguchi
  • Organizer: the 17th international conference on Neural information processing
  • Place of Presentation: オーストラリア
  • Year and Date: 2010-11-24
• [Presentation] Human Action Recognition by SOM considering the Probability of Spatio-temporal Features (2010)
  • Author(s): Yanli Ji, Atsushi Shimada, Rin-ichiro Taniguchi
  • Organizer: the 17th international conference on Neural information processing
  • Place of Presentation: オーストラリア
  • Year and Date: 2010-11-23
• [Presentation] A Compact 3D Descriptor in ROI for Human Action Recognition (2010)
  • Author(s): Yanli Ji, Atsushi Shimada, Rin-ichino Taniguchi
  • Organizer: IEEE TENCON 2010
  • Place of Presentation: Fukuoka
  • Year and Date: 2010-11-22
• [Presentation] Human Action Recognition by SOM considering the Probability of Spatio-temporal Features (2010)
  • Author(s): Yanli Ji, Atsushi Shimada, Rin-ichiro Taniguchi
  • Organizer: Proceedings of the 17th international conference on Neural information processing pp.391-398
• [Presentation] Early Recognition based on Co-occurrence of Gesture Patterns (2010)
  • Author(s): Atsushi Shimada, Manabu Kawashima, Rin-ichiro Taniguchi
  • Organizer: Proceedings of the 17th international conference on Neural information processing pp.431-438
• [Presentation] A Compact 3D Descriptor in ROI for Human Action Recognition (2010)
  • Author(s): Yanli Ji, Atsushi Shimada, Rin-ichiro Taniguchi
  • Organizer: IEEE TENCON 2010
• [Presentation] Early Recognition of Gesture Patterns Using Self-Organizing Map (2009)
  • Author(s): Manabu Kawashima, Atsushi Shimada, Rin-ichiro Taniguchi
  • Organizer: Proc.of the 5th Joint Workshop on Machine Perception and Robotics
  • Place of Presentation: (CD-ROM)
• [Presentation] Vision-Based Motion Capture of Interacting Multiple People (2009)
  • Author(s): Hiroaki Egashira, Atsushi Shimada, Daisaku Arita, Rin-ichiro Taniguchi
  • Organizer: the 15th International Conference on Image Analysis and Processing pp.451-460
• [Presentation] Early recognition of gesture patterns using sparse code of self-organizing map (2009)
  • Author(s): Manabu Kawashima, Atsushi Shimada, Rin-ichiro Taniguchi
  • Organizer: 7th International Workshop On Self-Organizing Maps pp.116-123
• [Presentation] 追加学習に基づく動作の早期認識の高精度化 (2009)
  • Author(s): 川島学, 島田敬士, 谷口倫一郎
  • Organizer: 日本神経回路学会JNNS2009 第19回全国大会 pp.36-37
• [Presentation] 自己組織化写像を利用した動作の早期認識 (2009)
  • Author(s): 川島学, 島田敬士, 谷口倫一郎
  • Organizer: 画像の認識・理解シンポジウム2009 pp.1819-1826
• [Presentation] Early Recognition of Gesture Patterns Using Self-Organizing Map (2009)
  • Author(s): Manabu Kawashima, Atsuki Shimada, Rin-ichiro Taniguchi
  • Organizer: the 5th Joint Workshop on Machine Perception and Robotics
  • Place of Presentation: 京都
• [Presentation] Vision-Based Motion Capture of Interacting Multiple People (2009)
  • Author(s): Hiroaki Egashira, Atsushi Shimada, Daisaku Arita, Rin-ichiro Taniguchi
  • Organizer: the 15th International Conference on Image Analysis and Processing
  • Place of Presentation: イタリア サレルノ
• [Presentation] 追加学習に基づく動作の早期認識の高精度化 (2009)
  • Author(s): 川島学, 島田敬士, 谷口倫一郎
  • Organizer: 日本神経回路学会JNNS2009第19回全国大会
  • Place of Presentation: 宮城
• [Presentation] 自己組織化写像を利用した動作の早期認識 (2009)
  • Author(s): 川島学, 島田敬士, 谷口倫一郎
  • Organizer: 画像の認識・理解シンポジウム2009
  • Place of Presentation: 島根
• [Presentation] Early recogniton of gesture patterns using sparse code of self-organizing map (2009)
  • Author(s): Manabu Kawashima, Atsuki Shimada, Rin-ichiro Taniguchi
  • Organizer: 7tn International Workshop On Self-Organizing Maps
  • Place of Presentation: アメリカ フロリダ
• [Remarks] ホームページ等
  • URL: http://limu.ait.kyushu-u.ac.jp