Publication

Face Authentication using Client-specific Matching Pursuit

Jean-Philippe Thiran, Pierre Vandergheynst, Sébastien Marcel, Philippe Jost
2004
Report or working paper

Abstract

In this paper, we address the problem of finding image decompositions that allow good compression performance, and that are also efficient for face authentication. We propose to decompose the face image using Matching Pursuit and to perform the face authentication in the compressed domain using a MLP (Multi-Layer Perceptron) classifier. We provide experimental results and comparisons with PCA and LDA systems on the multi-modal benchmark database BANCA using its associated protocol.

Official source

https://infoscience.epfl.ch/record/83131?ln=en

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Face Authentication using Client-specific Matching Pursuit

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Joint Sparsity with Partially Known Support and Application to Ultrasound Imaging

LAYOUT ASSESSMENT METHOD AND SYSTEM

Joint Sparsity with Partially Known Support and Application to Ultrasound Imaging

LAYOUT ASSESSMENT METHOD AND SYSTEM