2013
DOI: 10.4172/2155-6180.1000171
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Face Recognition in Uncontrolled Condition: Can Compressive Sen sing and Super-Resolution Meet the Challenge?

Abstract: This paper is concerned with face recognition under uncontrolled conditions, e.g. at a distance in surveillance scenarios, and post-rioting forensic, whereby captured face images are severely degraded/blurred and of low resolution. This is a tough challenge due to many factors including difficulties in determining a model for image degradation that encompasses a range of realistic capturing conditions. We present the results of our investigations into recently developed Compressive Sensing (CS) theory to devel… Show more

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