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95
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ICPR
2010
IEEE
15 years 5 months ago
On the Dimensionality Reduction for Sparse Representation Based Face Recognition
Face recognition (FR) is an active yet challenging topic in computer vision applications. As a powerful tool to represent high dimensional data, recently sparse representation bas...
Lei Zhang, Meng Yang, Zhizhao Feng, David Zhang
134
Voted
FGR
2004
IEEE
138views Biometrics» more  FGR 2004»
15 years 4 months ago
Illuminating Light Field: Image-based Face Recognition Across Illuminations and Poses
We present an image-based method for face recognition across different illuminations and different poses, where the term `image-based' means that only 2D images are used and ...
Shaohua Kevin Zhou, Rama Chellappa
95
Voted
ICPR
2010
IEEE
15 years 2 months ago
A Fast Extension for Sparse Representation on Robust Face Recognition
We extend a recent Sparse Representation-based Classification (SRC) algorithm for face recognition to work on 2D images directly, aiming to reduce the computational complexity whil...
Hui-Ning Qiu, Duc-Son Pham, Wanquan Liu, Svetha Ve...
143
Voted
AICCSA
2008
IEEE
301views Hardware» more  AICCSA 2008»
15 years 2 months ago
Cooperative criminal face recognition in distributed web environment
This paper presents a multi-agent framework for distributed web-based face recognition using fuzzy logic based result fusion mechanism. The model is designed in JADE framework and...
Hamid Tabatabaee Yazdi, Amin Milani Fard, Mohammad...
119
Voted
ICAISC
2010
Springer
15 years 2 months ago
Sequential Coordinate-Wise DNMF for Face Recognition
Abstract. This paper proposes the Sequential Coordinate-Wise Algorithm (SCWA) to Discriminant Nonnegative Matrix Factorization (DNMF) for improving face recognition. DNMF incorpora...
Rafal Zdunek, Andrzej Cichocki