NDLI: An approach of image scaling using DWT and bicubic interpolation

Content Provider	IEEE Xplore Digital Library
Author	Sekar, K. Duraisamy, V. Remimol, A.M.
Copyright Year	2014
Description	Author affiliation: Dept. of EEE, Hindusthan Coll. of Eng. & Technol., Coimbatore, India (Sekar, K.; Remimol, A.M.) \|\| Maharaja Inst. of Technol., Coimbatore, India (Duraisamy, V.)
Abstract	Image scaling is an important technique used to scale down or scale up the pictures or video frames to fit to the application. This work proposes a new scaling algorithm for image scaling consisting of a Discrete Wavelet Transform (DWT) based interpolation and bicubic interpolation. To achieve higher visual quality, a simple Haar wavelet based DWT interpolation is carried out first to the gray scale values of image and then bicubic interpolation is performed. DWT is based on sub-band coding, which divides the image into four frequency quadrants. To reduce the artifacts, bicubic interpolation is performed to all the quadrants separately. This work can achieve an image quality by a factor more than 10 dB than the existing bilinear interpolation method. The mean square error is less and the average Peak Signal to Noise Ratio (PSNR) is more in this method. The image artifacts like blurring can be greatly reduced in the proposed method, thus this approach is better than existing methods in visual quality. The simulation of the work is carried out in MATLAB R2013a.
Starting Page	1
Ending Page	5
File Size	2004557
Page Count	5
File Format	PDF
e-ISBN	9781479949823
DOI	10.1109/ICGCCEE.2014.6922406
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-03-06
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Interpolation PSNR Image coding Bicubic interpolation Peak Signal to Noise Ratio (PSNR) Educational institutions Discrete Wavelet Transform (DWT) interpolation Discrete wavelet transforms Image scaling
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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