Sequential Clustering based Facial Feature Extraction Method for Automatic Creation of Facial Models from Orthogonal Views

Details Sequential Clustering based Facial Feature Extraction Method for Automatic Creation of Facial Models from Orthogonal Views Sequential Clustering based Facial Feature Extraction Method for Automatic Creation of Facial Models from Orthogonal Views

2009-12-03

arxiv.org/abs/0912.0600v1

International Journal of Computer Science and Information Security, IJCSIS, Vol. 6, No. 2, pp. 042-047, November 2009, USA

Computer Science

Computer Vision and Pattern Recognition

6 pages IEEE format, International Journal of Computer Science and Information Security, IJCSIS November 2009, ISSN 1947 5500,

Scientific paper

Multiview 3D face modeling has attracted increasing attention recently and has become one of the potential avenues in future video systems. We aim to make more reliable and robust automatic feature extraction and natural 3D feature construction from 2D features detected on a pair of frontal and profile view face images. We propose several heuristic algorithms to minimize possible errors introduced by prevalent nonperfect orthogonal condition and noncoherent luminance. In our approach, we first extract the 2D features that are visible to both cameras in both views. Then, we estimate the coordinates of the features in the hidden profile view based on the visible features extracted in the two orthogonal views. Finally, based on the coordinates of the extracted features, we deform a 3D generic model to perform the desired 3D clone modeling. Present study proves the scope of resulted facial models for practical applications like face recognition and facial animation.

Affiliated with

Also associated with

No associations

Rating

Sequential Clustering based Facial Feature Extraction Method for Automatic Creation of Facial Models from Orthogonal Views does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Sequential Clustering based Facial Feature Extraction Method for Automatic Creation of Facial Models from Orthogonal Views, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Sequential Clustering based Facial Feature Extraction Method for Automatic Creation of Facial Models from Orthogonal Views will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-517071