NDLI: Robust face recognition from single training image per person via auto-associative memory neural network

Content Provider	IEEE Xplore Digital Library
Author	Chuandong Wang Yanying Yang
Copyright Year	2011
Description	Author affiliation: College of Computer Science & Technology, Nanjing University of Posts and Telecommunications, Nanjing 210003, Jiangsu, P. R. China (Chuandong Wang) \|\| Department of Information and Technology, Nanjing College of Forestry Police, Nanjing 210046, Jiangsu, P. R. China (Yanying Yang)
Abstract	Face recognition from single training image per person is one of important challenges in appearance-based pattern recognition field. Although many existing face recognition methods have achieved success in real application, but can not be directly used to the single training image scenario. The associative memory neural networks provide a feasible strategy to address such problem. In this paper, we first briefly review the existing single training sample face recognition algorithms, and then propose a new multiple value auto-associative memory neural network by modifying evolution rule and activation function. Finally, experiments on the two publicly available face databases are provided to validate the feasibility and effectiveness of the proposed algorithm.
Starting Page	4947
Ending Page	4950
File Size	325304
Page Count	4
File Format	PDF
ISBN	9781424481620
e-ISBN	9781424481651
DOI	10.1109/ICECENG.2011.6057185
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-09-16
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Training Associative memory Image recognition Databases Face recognition Artificial neural networks Artificial neural network Face Appearance-based pattern recognition Face recgonition
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

Improving pose manifold and virtual images using bidirectional neural networks in face recognition using single image per person

Video-based face recognition by Auto-Associative Elman Neural network

Face Recognition with Single Training Image per Person Based on Wavelet Transform and Virtual Information

Legendre moments for face identification based on single image per person

Face Recognition with Single Training Sample per Person Using Sparse Representation

Face Recognition Based on Chaotic Fuzzy RBF Neural Network

Auto Associative Neural Network based Active Shape Models

Distance-Based Sparse Associative Memory Neural Network Algorithm for Pattern Recognition

Robust Face Recognition Using Block-Based Bag of Words

Robust face recognition from single training image per person via auto-associative memory neural network

Similar Documents

Improving pose manifold and virtual images using bidirectional neural networks in face recognition using single image per person

Video-based face recognition by Auto-Associative Elman Neural network

Face Recognition with Single Training Image per Person Based on Wavelet Transform and Virtual Information

Legendre moments for face identification based on single image per person

Face Recognition with Single Training Sample per Person Using Sparse Representation

Face Recognition Based on Chaotic Fuzzy RBF Neural Network

Auto Associative Neural Network based Active Shape Models

Distance-Based Sparse Associative Memory Neural Network Algorithm for Pattern Recognition

Robust Face Recognition Using Block-Based Bag of Words

Robust face recognition from single training image per person via auto-associative memory neural network