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Simultaneous blurred face restoration and recognition | IEEE Conference Publication | IEEE Xplore

Simultaneous blurred face restoration and recognition


Abstract:

Blurred face restoration and recognition are closely related problems. Lots of existing works have proven that these two tasks contribute to each other, but only a few co...Show More

Abstract:

Blurred face restoration and recognition are closely related problems. Lots of existing works have proven that these two tasks contribute to each other, but only a few consider combining them together. In this paper, we propose Simultaneous Restoration and Recognition (SRR) method by iteratively dealing with these two tasks. Two new models are presented and then integrated into a two-staged method to handle the problems of the state-of-the-art exemplar based restoration method. The better-performing blurring method is chosen for recognition. Experimental results on FERET database demonstrate the efficiency of SRR in terms of restoration qualities and recognition accuracies for various blurs.
Date of Conference: 03-06 November 2015
Date Added to IEEE Xplore: 09 June 2016
ISBN Information:
Electronic ISSN: 2327-0985
Conference Location: Kuala Lumpur, Malaysia

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