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

fYear

2013

fDate

21-22 Feb. 2013

Firstpage

237

Lastpage

240

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Pattern Recognition, Informatics and Mobile Engineering (PRIME), 2013 International Conference on

Conference_Location

Salem

Print_ISBN

978-1-4673-5843-9

Type

conf

DOI

10.1109/ICPRIME.2013.6496479

Filename

6496479