Title :
Binary plane technique for super resolution image reconstruction using integer wavelet transform
Author :
Babu, P.A. ; Prasad, K.V.S.V.R.
Author_Institution :
Dept. of ECE, Narsimha Reddy Eng. Coll., Hyderabad, India
Abstract :
Super Resolution (SR) image reconstruction is the process of producing a high resolution (HR) image from many low resolution (LR) images. SR image reconstruction can be considered as the second generation restoration technique. In this paper we propose SR image reconstruction from clean, noisy and blurred images using binary plane technique (BPT) encoding and Integer wavelet Transform (IWT). Integer wavelet transform maps an integer data set into another integer data set. Objective and subjective analysis of the reconstructed image has a better super resolution factor and a higher qualitative metrics.
Keywords :
image reconstruction; image resolution; wavelet transforms; BPT encoding; HR image; LR image; SR image reconstruction; binary plane technique; high resolution image; integer wavelet transform; low resolution image; objective image analysis; qualitative metrics; second generation restoration technique; subjective image analysis; super resolution factor; super resolution image reconstruction; Image coding; Image reconstruction; Noise; Spatial resolution; Wavelet transforms; Binary plane Technique; Integer wavelet Transform and Restoration; Super Resolution;
Conference_Titel :
Pattern Recognition, Informatics and Mobile Engineering (PRIME), 2013 International Conference on
Conference_Location :
Salem
Print_ISBN :
978-1-4673-5843-9
DOI :
10.1109/ICPRIME.2013.6496479
