Title :
An efficient VLSI architecture for variable threshold simple edge preserved denoising algorithm with improved signal to noise ratio
Author :
Praneeth, P. ; Sakthivel, Rathinasamy ; Reddy, S. Sumanth Kumar ; Kittur, Harish M.
Author_Institution :
VIT Univ., Vellore, India
Abstract :
Image acquisition and transmission stands challenging in applications such as medical imaging, underwater imaging, image segmentation and face recognition where images are often corrupted by impulse noise. The key aim is to reduce the impulse noise effectively by less number of computations, less memory, less power consumption and yet achieving good visual quality of the images compared to the existing techniques. In this paper, a new intelligent low cost hardware module suitable for reduction of impulse noise is proposed. The technique which we follow here is Improved Simple Edge Preserved Denoising (ISEPD) technique with variable threshold. Simulation results show that the PSNR has improved compared to other previous techniques. Synthesis results show that the processing rate is 133 M samples/second by using TSMC 0.18μm technology.
Keywords :
VLSI; image denoising; image segmentation; impulse noise; ISEPD; VLSI architecture; face recognition; image acquisition; image segmentation; image transmission; impulse noise; medical imaging; underwater imaging; variable threshold simple edge preserved denoising algorithm; Detectors; Hardware; Image edge detection; Noise; Noise measurement; Pipelines; Registers; Image denoising; Image processing; Impulse noise; VLSI; variable threshold;
Conference_Titel :
Signal Processing, Communication, Computing and Networking Technologies (ICSCCN), 2011 International Conference on
Conference_Location :
Thuckafay
Print_ISBN :
978-1-61284-654-5
DOI :
10.1109/ICSCCN.2011.6024592