Title :
Image quality assessment based on noise detection
Author :
Joshi, Pankaj ; Prakash, Sachin
Author_Institution :
Discipline of Comput. Sci. & Eng., Indian Inst. of Technol. Indore, Indore, India
Abstract :
A new technique for image quality assessment based on noise detection is devised in this paper. Many applications like face recognition, ear recognition etc. are dependent on training images. Poor quality training images lead to inefficient training which in turn degrades the performance of a biometric system. This paper has proposed a technique for quality estimation of biometric images. The technique does not need any reference image for image quality assessment. Experimental analysis has shown the efficiency of the proposed technique.
Keywords :
ear; edge detection; face recognition; ADM; absolute difference mask; biometric image quality estimation; biometric recognition; biometric system; ear recognition; edge detection; face recognition; image quality assessment; noise detection; performance degradation; Estimation; Face recognition; Image edge detection; Image quality; Noise; Noise measurement; Absolute Difference Mask (ADM); Biometric Recognition; Contour; Image quality;
Conference_Titel :
Signal Processing and Integrated Networks (SPIN), 2014 International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-2865-1
DOI :
10.1109/SPIN.2014.6777055