Title :
Synthesis of flash and no-flash image pairs using guided image filtering
Author :
Sharma, Anand ; Bhateja, Vikrant ; Sinha, Abhijeet Kumar
Author_Institution :
Dept. of Electron. & Commun. Eng., SRMGPC, Lucknow, India
Abstract :
This paper dispenses a consensus approach in digital photography to yield a better visual quality image by merging image pairs. Guided image filter is employed in this work at the acquisition level to transfers the structures and fine details of the guidance image to the filtering output along with restoration of details and fine structures in the image. The proposed synthesis approach carry out sub-band decomposition of denoised (flash and no-flash) images processed via guided filtering using 2D-DWT. The wavelet coefficients are then synthesized by using max-max decision rule. Simulations are carried out on flash/no-flash image pairs contaminated with different levels of additive Gaussian noise and are evaluated on the basis of a no-reference image quality parameter. Significant improvement in quality of the synthesized image has been perceived in comparison to original ones.
Keywords :
AWGN; digital photography; discrete wavelet transforms; image denoising; image filtering; 2D-DWT; acquisition level; additive Gaussian noise; digital photography; discrete wavelet transform; flash synthesis; guided image filtering; image denoising; image pair merging; image synthesis; max-max decision rule; no-flash image pair; no-reference image quality parameter; subband decomposition; visual quality image; wavelet coefficient; Filtering algorithms; Image edge detection; Maximum likelihood detection; Noise; Nonlinear filters; Visualization; Discrete Wavelet Transform (DWT); Flash image; Guided image filter; No-flash image;
Conference_Titel :
Signal Processing and Integrated Networks (SPIN), 2015 2nd International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-5990-7
DOI :
10.1109/SPIN.2015.7095419