Implementation of Genetic Algorithm with Ranking Select Mechanism for Fractal Image Compression
Journal Title: International Journal of Electronics Communication and Computer Technology - Year 2014, Vol 4, Issue 5
Abstract
The immense use of the images in the field of communication and animation drives the attention towards an important concept i.e. compression, because of compactness and restricted size for the data storage. From last few years a continuous development is going on in the field of compression. For still image compression JPEG is used world -wide. But other methods are also being explored; Fractal image compression is another major tool accepted for the same. It has the base of selfsimilarity property using which the best match image block is found out. Traditional method of FIC involves lot of computations resulting into a large encoding time for the entire image to develop the fractal code. In this paper, the new approach for fractal image compression using genetic algorithm with ranking select mechanism is proposed. This proposed algorithm is applied on fractal as well as non-fractal images. The use of genetic algorithm emphasize only on the encoding time and the experimental test result shows that the encoding time for both types of images is greatly reduced while other parameters such as PSNR, Compression ratio are not hampered.
Authors and Affiliations
Amita N. Kulkarni| Department of E & TC SMES Institute of Technology, Polytechnic Nashik, India, Prof. S. T. Gandhe| Principal Sandip Institute of Technology & Research Center Nashik, India
Keywords
Related Articles
- EP ID EP8419
- DOI -
- Views 347
- Downloads 19
Optimization Of Wind and Wave Fields for Typical Marine Radar Using Synthetic Aperture Method
This paper deals with the use of the wave-radar for sea-state monitoring. The radar used here is popular as marine radar. SEA STATE monitoring by X-band Mare Radar system is becoming increasingly interesting, also due to...
Investigation on Performance of Dense Wavelength Division Multiplexing Passive Optical Network
In this paper, the simulating and investigation on DWDM (dense wavelength division multiplexing) operating at central frequency of 1550 nm has been done. To compensate for the dispersion of DCF fiber has been used to man...
A Mathematical Approach towards Mitigating the Effects of Wormhole Attack
Mobile Ad-hoc or spontaneous wireless networks are threatened by a powerful attack known as the wormhole attack. The wormhole attack is very powerful and preventing the attack has proven to be difficult. A strategic plac...
Construction of Rectangular Window Linear Time Verient Filter for Noise Concellation Using FRFT
The Direct sequence spread spectrum concepts are important for achieving better performance of communication systems. The suppression of interference noise present in the spread spectrum communication systems is essentia...
VLSI Implementation of Fixed-Width Booth Multiplier Based on PEB Circuit
This paper investigates methods of implementing binary multiplication with the smallest possible latency. A probabilistic estimation bias (PEB) circuit for a fixed-width two’s complement Booth multiplier is proposed for...