Demo: Robust face recognition via sparse representation

John Wright; Arvind Ganesh; Zihan Zhou; Andrew Wagner; Yi Ma

doi:10.1109/AFGR.2008.4813404

2008 8th IEEE International Conference on Automatic Face & Gesture Recognition

Demo: Robust face recognition via sparse representation

Year: 2008

DOI Bookmark: 10.1109/AFGR.2008.4813404

Authors

John Wright, Dept. of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, USA
Arvind Ganesh, Dept. of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, USA
Zihan Zhou, Dept. of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, USA
Andrew Wagner, Dept. of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, USA
Yi Ma, Dept. of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, USA

Abstract

This work builds on the method of to create a prototype access control system, capable of handling variations in illumination and expression, as well as significant occlusion or disguise. Our demonstration will allow participants to interact with the algorithm, gaining a better understanding strengths and limitations of sparse representation as a tool for robust recognition.

Like what you’re reading?

Already a member?

Get this article FREE with a new membership!

Sparse Representation and Low-Rank Approximation for Robust Face Recognition
2014 22nd International Conference on Pattern Recognition (ICPR)
Multi-scale Sparse Representation for Robust Face Recognition
Knowledge and Systems Engineering, International Conference on
Adaptable Dense Representation with Collaborative Representation Classification for Face Recognition Using Low-Rank Matrices Recovery
2016 30th International Conference on Advanced Information Networking and Applications Workshops (WAINA)
Towards a practical face recognition system: Robust registration and illumination by sparse representation
2009 IEEE Conference on Computer Vision and Pattern Recognition
Video-based face recognition via joint sparse representation
2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG)
Collaborative Representation-Based Robust Face Recognition by Discriminative Low-Rank Representation
2015 IEEE International Conference on Smart City/SocialCom/SustainCom (SmartCity)
Face Tracking and Recognition via Incremental Local Sparse Representation
2013 Seventh International Conference on Image and Graphics (ICIG)
Robust Face Recognition Based l21-Norm Sparse Representation
2014 5th International Conference on Digital Home (ICDH)
Robust Face Recognition via Sparse Representation
IEEE Transactions on Pattern Analysis & Machine Intelligence
Low-Rank Laplacian-Uniform Mixed Model for Robust Face Recognition
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Demo: Robust face recognition via sparse representation

Authors

Abstract

Related Articles