NDLI: Aging simulation using facial muscle model

Content Provider	IEEE Xplore Digital Library
Author	Lin, S.D. Chien-Hsun Tu Chih-Yao Chuang Huei-Ting Lin
Copyright Year	2012
Description	Author affiliation: Department of Computer Science and Information Engineering, National Dong Hwa University, Hualien 97401, Taiwan (Lin, S.D.; Chien-Hsun Tu; Chih-Yao Chuang; Huei-Ting Lin)
Abstract	Recently, the techniques of face recognition have been widely used in security application such as security monitoring, and access control. However, there are still some challenges in face recognition system which the light changes, expression changes, head movements, accessory occlusion and aging effect are the main issues. For the aging effect, the shape and texture change degrades the performance of face recognition system. Therefore, there are many algorithms focusing on how to simulate the aging face image. In this paper, the modeling of face image is an important procedure for aging simulation. We propose an aging simulation scheme based on the facial muscle model. Then the estimated aging is calculated by the texture variation of a target age from subspace of age groups. Finally, the PCA is applied to face recognition system. The simulation results presented in the paper are compared with the ground truth image of the same person. Simulation results show that the proposed aging simulation scheme is able to improve performance of face recognition system.
Starting Page	1790
Ending Page	1795
File Size	1292043
Page Count	6
File Format	PDF
ISBN	9781467314848
ISSN	2160133X
e-ISBN	9781467314879
DOI	10.1109/ICMLC.2012.6359647
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-07-15
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Abstracts Computational modeling Face Deformable models Artificial intelligence Lighting PCA Aging Simulation Face Recognition
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

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