Decomposition approach for hand-pose recognition

• 영문명: Decomposition approach for hand-pose recognition
• 발행기관: 한국과학기술원 인간친화 복지 로봇 시스템 연구센터
• 저자명: Hyoyoung Jang Dae-Jin Kim Jung-Bae Kim Jin-Woo Jung Kwang-Hyun Park Z. Zenn Bien
• 간행물 정보: 『International Journal of Assistive Robotics and Mechatronics』International Journal of Human-friendly Welfare Robotic Systems Vol.5 No.1, 21~25쪽, 전체 5쪽
• 주제분류: 공학 > 제어계측공학
• 파일형태: PDF
• 발행일자: 2004.04.01

영문 초록

  This paper presents the recognition of hand-pose by decomposition approach, which is constructed on the hierarchical structure of hand-pose classifiers, and subgroup classifier. With the new method, it is possible to do hand-pose specified recognition with simple structure. To show the effectiveness of the proposed system, experiments were carried out with 32 hand-poses, grouped into 12 subgroups and demonstrated a 96.46% success rate for individual poses.

목차

Abstract
Ⅰ. INTRODUCTION
Ⅱ. HAND-POSE SUBGROUP CLASSIFIER: [Phase Ⅰ] of Fig. 1
Ⅲ. HAND-POSE CLASSIFIER: [Phase Ⅱ] of Fig. 1
Ⅳ. EXPERIMENTAL RESULTS
Ⅴ. APPLICATIONS
Ⅵ. CONCLUSION
ACKNOWLEDGEMENTS
REFERENCES

키워드

hand-pose recognition decomposition approach decision tree