Facial deblur inference using subspace analysis for recognition of blurred faces

This paper proposes a novel method for recognizing faces degraded by blur using deblurring of facial images. The main issue is how to infer a Point Spread Function (PSF) representing the process of blur on faces. Inferring a PSF from a single facial image is an ill-posed problem. Our method uses lea...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 33(2011), 4 vom: 15. Apr., Seite 838-45
1. Verfasser: Nishiyama, Masashi (VerfasserIn)
Weitere Verfasser: Hadid, Abdenour, Takeshima, Hidenori, Shotton, Jamie, Kozakaya, Tatsuo, Yamaguchi, Osamu
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2011
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article