지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국정보처리학회 JIPS(Journal of Information Processing Systems) JIPS(Journal of Information Processing Systems) 제8권 제3호
- 발행연도
- 2012.1
- 수록면
- 399 - 408 (10page)
이용수
초록· 키워드
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Hand gesture recognition is an important area of research in the field of Human Computer Interaction (HCI). The geometric attributes of the hand play an important role in hand shape reconstruction and gesture recognition. That said, fingertips are one of the important attributes for the detection of hand gestures and can provide valuable information from hand images. Many methods are available in scientific literature for fingertips detection with an open hand but very poor results are available for fingertips detection when the hand is closed. This paper presents a new method for the detection of fingertips in a closed hand using the corner detection method and an advanced edge detection algorithm. It is important to note that the skin color segmentation methodology did not work for fingertips detection in a closed hand. Thus the proposed method applied Gabor filter techniques for the detection of edges and then applied the corner detection algorithm for the detection of fingertips through the edges. To check the accuracy of the method, this method was tested on a vast number of images taken with a webcam. The method resulted in a higher accuracy rate of detections from the images. The method was further implemented on video for testing its validity on real time image capturing.
These closed hand fingertips detection would help in controlling an electro-mechanical robotic hand via hand gesture in a natural way.
목차
등록된 정보가 없습니다.
참고문헌 (17)
참고문헌 신청
Chaudhary, A. / 2010 / A Survey on Hand Gesture Recognition in context of Soft Computing / Published as Book Chapter in Advanced Computing CCIS 133 : 46 ~ 55
Chaudhary, A. / 2011 / An ANN based Approach to Calculate Robotic fingers positions / Published as Book Chapter in Lecture Notes in Computer Sciences, CCIS, Springer Berlin H
Chaudhary, A. / 2012 / A Vision based Geometrical Method to find Fingers Positions in Real Time Hand Gesture Recognition / Journal of Software 7
Choi, J. / 2001 / Morphological Gesture Recognition Algorithm, Proceeding of IEEE region / 10th international conference on Electrical and Electronic Technology, Coimbra, Portugal
Gastaldi G. / 2005 / a man-machine communication system based on the visual analysis of dynamic gestures / International conference on image processing, Genoa, Italy : 397 ~ 400
Chaudhary, A. / 2011 / An ANN based Approach to Calculate Robotic fingers positions / Published as Book Chapter in Lecture Notes in Computer Sciences, CCIS, Springer Berlin H
Chaudhary, A. / 2012 / A Vision based Geometrical Method to find Fingers Positions in Real Time Hand Gesture Recognition / Journal of Software 7
Choi, J. / 2001 / Morphological Gesture Recognition Algorithm, Proceeding of IEEE region / 10th international conference on Electrical and Electronic Technology, Coimbra, Portugal
Gastaldi G. / 2005 / a man-machine communication system based on the visual analysis of dynamic gestures / International conference on image processing, Genoa, Italy : 397 ~ 400
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