TY - GEN
T1 - Morphable face reconstruction with multiple views
AU - Wang, Xiaowen
AU - Liang, Wei
AU - Zhang, Liuxin
PY - 2010
Y1 - 2010
N2 - The morphable modeling method of reconstructing 3D human face is based on a single given image, and the model fitting is ambiguous owing to the lack of depth information and geometry constraints between images. In this paper, we introduce a new face reconstruction method from multiple views based on the morphable model. The morphable face model is matched with multiple face images from different views. Using the multi-view geometry constraints, the ambiguity is efficiently eliminated and more realistic results are provided. We test our algorithm on the MPI face database and real images from our multi-camera system. The experimental results show the efficiency of the proposed method.
AB - The morphable modeling method of reconstructing 3D human face is based on a single given image, and the model fitting is ambiguous owing to the lack of depth information and geometry constraints between images. In this paper, we introduce a new face reconstruction method from multiple views based on the morphable model. The morphable face model is matched with multiple face images from different views. Using the multi-view geometry constraints, the ambiguity is efficiently eliminated and more realistic results are provided. We test our algorithm on the MPI face database and real images from our multi-camera system. The experimental results show the efficiency of the proposed method.
KW - 3D human face reconstruction
KW - Morphable model
KW - Multiple cameras
UR - http://www.scopus.com/inward/record.url?scp=78449284455&partnerID=8YFLogxK
U2 - 10.1109/IHMSC.2010.163
DO - 10.1109/IHMSC.2010.163
M3 - Conference contribution
AN - SCOPUS:78449284455
SN - 9780769541518
T3 - Proceedings - 2010 2nd International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2010
SP - 250
EP - 253
BT - Proceedings - 2010 2nd International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2010
T2 - 2010 2nd International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2010
Y2 - 26 August 2010 through 28 August 2010
ER -