DocumentCode
117996
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
fYear
2014
fDate
20-21 Feb. 2014
Firstpage
755
Lastpage
759
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Integrated Networks (SPIN), 2014 International Conference on
Conference_Location
Noida
Print_ISBN
978-1-4799-2865-1
Type
conf
DOI
10.1109/SPIN.2014.6777055
Filename
6777055
Link To Document