This paper presents a 3D particle position measurement method based on the defocusing concept introduced by A.Pentland with a single camera. Different from the existing approaches, the blur circle is used to identify the blur extent for various defocused particles, and the depth-blur relation is formulated by the modified A.Pentland mathematical formula. And, an eight-step algorithm based on Circular Hough Transform and Quadrant Radius Histogram was given to calculate the 3D particle position. Experiments on real defocused particle images have demonstrated the feasibility of the proposed method for 3D particle position recovery, and the minimum Mean Absolute Error of depth is about 0.18 mm.
목차
Abstract 1. Introduction 2. Measurement principles 3. Basic Theories 3.1. Circular Hough Transform 3.2. Radius Histogram 3.3. Quadrant Radius Histogram 4. Particle 3D position measurement 4.1. Particle center and radius update scheme 4.2. 3D particle position measurement procedure 5. Implementation and results 5.1. Experimental setup and defocused particle image acquisition 5.2. Parameter estimation 5.3. The results and discussion References
키워드
particle position measurement; Circular Hough Transform; Quadrant Radius Histogram.
저자
Xiaoli Bao [ State Key Laboratory of Coastal and Offshore Engineering, Dalian University of Technology ]
Muguo Li [ State Key Laboratory of Coastal and Offshore Engineering, Dalian University of Technology ]
보안공학연구지원센터(IJAST) [Science & Engineering Research Support Center, Republic of Korea(IJAST)]
설립연도
2006
분야
공학>컴퓨터학
소개
1. 보안공학에 대한 각종 조사 및 연구
2. 보안공학에 대한 응용기술 연구 및 발표
3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최
4. 보안공학 기술의 상호 협조 및 정보교환
5. 보안공학에 관한 표준화 사업 및 규격의 제정
6. 보안공학에 관한 산학연 협동의 증진
7. 국제적 학술 교류 및 기술 협력
8. 보안공학에 관한 논문지 발간
9. 기타 본 회 목적 달성에 필요한 사업
간행물
간행물명
International Journal of Advanced Science and Technology
간기
월간
pISSN
2005-4238
수록기간
2008~2016
십진분류
KDC 505DDC 605
이 권호 내 다른 논문 / International Journal of Advanced Science and Technology vol.24