TY - GEN
T1 - 3D Registration Method Based On MVFNet And Super4PCS For Nonhomologous Face Pointclouds
AU - Dong, Chenbo
AU - Zhou, Ya
AU - Han, Jiacheng
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - To find an economical and accurate reconstruction method for face efficacy evaluation in the medical field, especially for clinics environment can be a challenge because the comparison before and after operation is always involved. In this paper, a MVFNet-based 3D face reconstruction for efficacy evaluation is proposed. However, it is not practical yet since the MVFNet reconstructed pointcloud is far different from accurate pointcloud reconstructed by professional equipment. Therefore, the Super4PCS algorithm is used, which can be used to register nonhomologous pointclouds with high difference. The registration experiments are designed and conducted to evaluate the performance of Super4PCS, and we analyze the accuracy of MVFNet reconstructed pointcloud. The results show that MVFNet reconstructed pointcloud is accurate enough and Super4PCS can register two pointclouds well.
AB - To find an economical and accurate reconstruction method for face efficacy evaluation in the medical field, especially for clinics environment can be a challenge because the comparison before and after operation is always involved. In this paper, a MVFNet-based 3D face reconstruction for efficacy evaluation is proposed. However, it is not practical yet since the MVFNet reconstructed pointcloud is far different from accurate pointcloud reconstructed by professional equipment. Therefore, the Super4PCS algorithm is used, which can be used to register nonhomologous pointclouds with high difference. The registration experiments are designed and conducted to evaluate the performance of Super4PCS, and we analyze the accuracy of MVFNet reconstructed pointcloud. The results show that MVFNet reconstructed pointcloud is accurate enough and Super4PCS can register two pointclouds well.
KW - 3D face reconstruction
KW - 3D morphable face model
KW - pointcloud registration
UR - http://www.scopus.com/inward/record.url?scp=85152194022&partnerID=8YFLogxK
U2 - 10.1109/ICFTIC57696.2022.10075269
DO - 10.1109/ICFTIC57696.2022.10075269
M3 - Conference contribution
AN - SCOPUS:85152194022
T3 - 2022 4th International Conference on Frontiers Technology of Information and Computer, ICFTIC 2022
SP - 887
EP - 892
BT - 2022 4th International Conference on Frontiers Technology of Information and Computer, ICFTIC 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 4th International Conference on Frontiers Technology of Information and Computer, ICFTIC 2022
Y2 - 2 December 2022 through 4 December 2022
ER -