Regularized Robust Coding for Face Recogntion

global MATLAB — Tue, 08 May 2018 05:25:07 +0000

This paper presented a novel robust regularized coding (RRC) model and an associated effective iteratively reweighted regularized robust coding (IR3 C) algorithm for robust face recognition (FR). One important advantage of RRC is its robustness to various types of outliers (e.g., occlusion, corruption, expression, etc.) by seeking for an approximate MAP (maximum a posterior estimation) solution of the coding […]

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Metaface learning for sparse representation based face recognition

global MATLAB — Thu, 19 Apr 2018 07:38:47 +0000

Automatic face recognition (FR) has been, and remains being, one of the most visible and challenging research topics in computer vision, machine learning and biometrics. Although the facial images have a high dimensionality, they usually lie on a lower dimensional subspaces or submanifolds. Therefore, subspace learning and manifold learning methods have been dominantly and successfully used in appearance based FR , which […]

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Regularized Robust Coding for Face Recogntion

Metaface learning for sparse representation based face recognition