Title :
Image coding using Dual Tree Complex Wavelet Transform
Author :
Gawali, R.G. ; Kulkarni, Charudatta V.
Author_Institution :
Dept. of Electron. & Telecommun., MIT Coll. of Eng., Pune, India
Abstract :
In this paper, we propose Dual Tree Complex Wavelet Transform for image coding, so here we verify how the projection properties of the DT-CWT can be exploited to concentrate signal energy in a few wavelet coefficients greater than a given threshold, while maintaining image reconstruction quality. These non-zero coefficients are forced to compensate using an iterative transform projection loop with error feedback. Also, experiment with different thresholding and error gain strategies, here we use IP-NS system (Iterative projection based noise shaping system). The benefits of applying IP-NS to DT-CWT signals to provide preliminary or simulation results & develop a new and unique system for achieving these transform coding aims of coefficient elimination and compensation. The system is based on iterative projection of signals between the image domain and transform domain.
Keywords :
image coding; image reconstruction; iterative methods; wavelet transforms; DT-CWT; IP-NS system; Iterative projection based noise shaping system; dual tree complex wavelet transform; error feedback; image coding; image domain; image reconstruction quality; iterative transform projection loop; nonzero coefficients; signal energy; transform coding; transform domain; wavelet coefficients; Decision support systems; Hybrid intelligent systems; DWT Image coding; Dual Tree Complex Wavelet Transform; Iterative Projection; Noise shaping PSNR;
Conference_Titel :
Hybrid Intelligent Systems (HIS), 2012 12th International Conference on
Conference_Location :
Pune
Print_ISBN :
978-1-4673-5114-0
DOI :
10.1109/HIS.2012.6421333