TY - GEN
T1 - A robot-based 3D body scanning system using passive stereo vision
AU - Miyazawa, Kazuyuki
AU - Aoki, Takafumi
PY - 2008
Y1 - 2008
N2 - This paper proposes a three-dimensional (3D) body scanning system that uses passive stereo vision with a robot arm. So far, the reported 3D body scanning systems employ active 3D measurement methods. However, active methods use structured illumination or laser scanning, which is not desirable in many systems applied to human. A major problem of using passive stereo vision for 3D measurement is its low accuracy. In addition, multiple stereo images captured from different viewpoints are necessary to cover the whole body at an appropriate distance. Addressing these problems, we have newly developed an eye-in-hand system based on passive stereo vision, where a phase-based image matching technique is employed for sub-pixel disparity estimation. Through a set of experiments, we demonstrate that the proposed system can capture 3D shape of human body with high quality.
AB - This paper proposes a three-dimensional (3D) body scanning system that uses passive stereo vision with a robot arm. So far, the reported 3D body scanning systems employ active 3D measurement methods. However, active methods use structured illumination or laser scanning, which is not desirable in many systems applied to human. A major problem of using passive stereo vision for 3D measurement is its low accuracy. In addition, multiple stereo images captured from different viewpoints are necessary to cover the whole body at an appropriate distance. Addressing these problems, we have newly developed an eye-in-hand system based on passive stereo vision, where a phase-based image matching technique is employed for sub-pixel disparity estimation. Through a set of experiments, we demonstrate that the proposed system can capture 3D shape of human body with high quality.
KW - 3D body scanning
KW - 3D measurement
KW - Phase-based image matching
KW - Phase-only correlation
KW - Stereo vision
UR - http://www.scopus.com/inward/record.url?scp=69949173980&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=69949173980&partnerID=8YFLogxK
U2 - 10.1109/ICIP.2008.4711752
DO - 10.1109/ICIP.2008.4711752
M3 - Conference contribution
AN - SCOPUS:69949173980
SN - 1424417643
SN - 9781424417643
T3 - Proceedings - International Conference on Image Processing, ICIP
SP - 305
EP - 308
BT - 2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings
T2 - 2008 IEEE International Conference on Image Processing, ICIP 2008
Y2 - 12 October 2008 through 15 October 2008
ER -