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Skin Color Based Hand and Finger Detection for Gesture Recognition in CCTV Surveillance
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CCTV 관제에서 동작 인식을 위한 색상 기반 손과 손가락 탐지

논문 기본 정보

Type
Academic journal
Author
Sung-Kwan Kang (인하대학교) Kyung-Yong Chung (상지대학교) Kee-Wook Rim (선문대학교) Jung-Hyun Lee (인하대학교)
Journal
The Korea Contents Society JOURNAL OF THE KOREA CONTENTS ASSOCIATION Vol.11 No.10 KCI Accredited Journals
Published
2011.10
Pages
1 - 10 (10page)

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Skin Color Based Hand and Finger Detection for Gesture Recognition in CCTV Surveillance
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Abstract· Keywords

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In this paper, we proposed the skin color based hand and finger detection technology for the gesture recognition in CCTV surveillance. The aim of this paper is to present the methodology for hand detection and propose the finger detection method. The detected hand and finger can be used to implement the non-contact mouse. This technology can be used to control the home devices such as home-theater and television. Skin color is used to segment the hand region from background and contour is extracted from the segmented hand. Analysis of contour gives us the location of finger tip in the hand. After detecting the location of the fingertip, this system tracks the fingertip by using only R channel alone, and in recognition of hand motions to apply differential image , such as the removal of useless image shows a robust side. We explain about experiment which relates in fingertip tracking and finger gestures recognition, and experiment result shows the accuracy above 96%.
#손동작 인식 #유비쿼터스 컴퓨팅 #인터랙션 #CCTV 관제 #Fingetip Detection #Ubiquitous Computing #Interaction #CCTV Surveillance

Contents

요약
Abstract
Ⅰ. 서론
Ⅱ. CCTV 관제에서 인식 시스템
Ⅲ. CCTV 관제에서 색상 기반 손과 손가락 탐지
Ⅳ. 실험 결과
Ⅴ. 결론
참고문헌
저자소개

References (22)

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1. [학술지(정기간행물)] - V. I. Pavlovic / 1997 / Visual Interpretation of Hand Gestures forHuman Computer Interaction / IEEE Trans. onPattern Recognition and Machine Intelligence 19 (7) : 677 ~ 695 google schola 2. [학술지(정기간행물)] - Y. Wu / 2001 / Hand Modeling,Analysis and Recognition / IEEE Signal Processing Magazine 18 (3) : 51 ~ 60 google schola 3. [학술대회논문] - Y. Wu / 1999 / Vision-Based GestureRecognition: A Review / Proc. of the Int.Workshop on Gesture-Based Communication inHCI : 103 ~ 115 google schola 4. [단행본] - R. C. Gonzalez / 2001 / Digital Image Processing / Prentice Hall : 168 ~ 201 google schola 5. [학술지(정기간행물)] - J. Lee / 1995 / Model-based Analysis of Hand Posture / IEEE Comput. Graph. Appl 15 (5) : 77 ~ 86 google schola

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