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
- 발행연도
- 2014.5
- 수록면
- 547 - 555 (9page)
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초록· 키워드
오류제보하기
This paper presents a method for hand segmentation using depth information, and adaptive threshold by means of histogram analysis and color clustering in HSV color model. We consider hand area as a nearer object to the camera than background on depth information. And the threshold of hand color is adaptively determined by clustering using the matching of color values on the input image with one of the regions of hue histogram. Experimental results demonstrate 95% accuracy rate. Thus, we confirmed that the proposed method is effective for hand segmentation in variations of hand color, scale, rotation, pose, different lightning conditions and any colored background.
목차
ABSTRACT
1. INTRODUCTION
2. HAND AREA EXTRACTION
3. ADAPTIVE THRESHOLD
4. EXPERIMENTS AND DISCUSSION
5. CONCLUSION
REFERENCES
참고문헌 (17)
참고문헌 신청
1. [단행본] - D.L. Baggio / 2012 / Mastering OpenCV with Practical Computer Vision Projects / Packt Publishing
2. [학위논문] - H. Park / 2010 / A Method for Controlling Mouse Movement using a Real Time Camera / 석사 / Brown University
3. [학술대회논문] - R. Fayyaz / 2012 / Controlling Slides using Hand Tracking and Gesture Tracking / Proceeding of the 37th Conference of Korean Information Processing Society 19 (2) : 436 ~ 439
4. [보고서] - S. Alvarez / 2010 / Spatial Hand Segmentation using Skin Color and Background Subtraction, Technical Report
5. [학술지(정기간행물)] - L. Chen / 2005 / A Fast Skin Region Detector for Colour Images / IEEE Conference Publications 2005 (CP509) : 195 ~ 201
2. [학위논문] - H. Park / 2010 / A Method for Controlling Mouse Movement using a Real Time Camera / 석사 / Brown University
3. [학술대회논문] - R. Fayyaz / 2012 / Controlling Slides using Hand Tracking and Gesture Tracking / Proceeding of the 37th Conference of Korean Information Processing Society 19 (2) : 436 ~ 439
4. [보고서] - S. Alvarez / 2010 / Spatial Hand Segmentation using Skin Color and Background Subtraction, Technical Report
5. [학술지(정기간행물)] - L. Chen / 2005 / A Fast Skin Region Detector for Colour Images / IEEE Conference Publications 2005 (CP509) : 195 ~ 201
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UCI(KEPA) : I410-ECN-0101-2015-004-001678410