NDLI: Disparity-Based 3D Face Modeling for 3D Face Recognition

Content Provider	IEEE Xplore Digital Library
Author	Ansari, A. Abdel-Mottaleb, M. Mahoor, M.H.
Copyright Year	2006
Description	Author affiliation: Dept. of Electr. & Comput. Eng., Miami Univ., Coral Gables, FL, USA (Ansari, A.; Abdel-Mottaleb, M.; Mahoor, M.H.)
Abstract	We present an automatic disparity-based approach for 3D face modeling, from two frontal and one profile view stereo images, for 3D face recognition applications. Once the images are captured, the algorithm starts by extracting selected 2D facial features from one of the frontal views and computes a dense disparity map from the two frontal images. We then align a low resolution 2D mesh model to the selected features, adjust some of its vertices along the profile line using the profile view, increase its triangular vertices to a higher resolution, and re-project them back on the frontal image. Using the coordinates of the re-projected vertices and their corresponding disparities, we capture and compute the 3D facial shape variations using stereo vision. The final result is a deformed 3D model specific to a given subject's face. Application of the model in 3D face recognition validates the algorithm and shows a promising 98 % recognition rate.
Starting Page	657
Ending Page	660
File Size	5374377
Page Count	4
File Format	PDF
ISBN	1424404800
ISSN	15224880
DOI	10.1109/ICIP.2006.312416
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-10-08
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Face recognition Deformable models Face detection Facial animation Facial features Data mining Application software Image resolution Computer vision Shape face recognition 3D face modeling
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Disparity-Based 3D Face Modeling using 3D Deformable Facial Mask for 3D Face Recognition

A Multimodal Approach for 3D Face Modeling and Recognition Using Deformable Mesh Model

Imaged-based 3D face modeling

3D head models retrieval based on geometrical measurement for modeling

Online appearance-based face and facial feature tracking

3D face modeling using two views and a generic face model with application to 3D face recognition

2D statistical models of facial expressions for realistic 3D avatar animation

Efficient model-based 3D tracking of deformable objects

A Component Based Deformable Model for Generalized Face Alignment

Disparity-Based 3D Face Modeling for 3D Face Recognition

Similar Documents

Disparity-Based 3D Face Modeling using 3D Deformable Facial Mask for 3D Face Recognition

A Multimodal Approach for 3D Face Modeling and Recognition Using Deformable Mesh Model

Imaged-based 3D face modeling

3D head models retrieval based on geometrical measurement for modeling

Online appearance-based face and facial feature tracking

3D face modeling using two views and a generic face model with application to 3D face recognition

2D statistical models of facial expressions for realistic 3D avatar animation

Efficient model-based 3D tracking of deformable objects

A Component Based Deformable Model for Generalized Face Alignment

Disparity-Based 3D Face Modeling for 3D Face Recognition