TY - JOUR
T1 - Volumetric model reconstruction from unrestricted camera views based on the photo-consistency of 3D voxel mask
AU - Chiang, K. K.
AU - Chan, K. L.
PY - 2006/9
Y1 - 2006/9
N2 - This project aims to develop a three-dimensional (3D) model reconstruction system using images acquired from a mobile camera. It consists of four major steps: camera calibration, volumetric model reconstruction, surface modeling and texture mapping. A novel online scale factor estimation is developed to enhance the accuracy of the coplanar camera calibration. For the volumetric modeling, the voting-based shape-from-silhouette first generates a coarse model, which is then refined by the photo-consistency check using the novel 3D voxel mask. Our scheme can handle concave surface in a sophisticated way. Finally, the surface model is formed with the original images mapped. 3D models of some test objects are presented.
AB - This project aims to develop a three-dimensional (3D) model reconstruction system using images acquired from a mobile camera. It consists of four major steps: camera calibration, volumetric model reconstruction, surface modeling and texture mapping. A novel online scale factor estimation is developed to enhance the accuracy of the coplanar camera calibration. For the volumetric modeling, the voting-based shape-from-silhouette first generates a coarse model, which is then refined by the photo-consistency check using the novel 3D voxel mask. Our scheme can handle concave surface in a sophisticated way. Finally, the surface model is formed with the original images mapped. 3D models of some test objects are presented.
KW - 3D model reconstruction
KW - Camera calibration
KW - Photo-consistency
KW - Shape-from-silhouette
UR - http://www.scopus.com/inward/record.url?scp=33747171404&partnerID=8YFLogxK
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-33747171404&origin=recordpage
U2 - 10.1007/s00138-006-0034-2
DO - 10.1007/s00138-006-0034-2
M3 - RGC 21 - Publication in refereed journal
SN - 0932-8092
VL - 17
SP - 229
EP - 250
JO - Machine Vision and Applications
JF - Machine Vision and Applications
IS - 4
ER -