Title of article :
Restoration of Blurred Image Using Biogeography Based Optimization
Author/Authors :
Jearth، Nitika نويسنده Baba Banda Singh Bahadur College, Fatehgarh , , Rani، Rekha نويسنده IITT College of Engineering, Pojewal , , Jyoti، Bharti نويسنده Rayat Institute of engineering and information technology , , Sharma، Raju نويسنده Baba Banda Singh Bahadur College ,Fatehgarh ,
Issue Information :
روزنامه با شماره پیاپی سال 2013
Pages :
5
From page :
610
To page :
614
Abstract :
An Image is a representation of a twodimensional image using ones and zeros. Image processing modifies pictures to improve them by extracting information. The common problems in an image are blur and noise due to out of focused capturing by camera. Blur can be removed by technique called image restoration technique. Blur can also be removed by applying Discrete Cosine Transform (DCT), Discrete Fourier Transformation (DFT), Fast Fourier Transform (FFT) for restoration of image. To improve quality of restored image particle swarm optimization, ant colony optimization, genetic algorithm and biogeography based optimization techniques are used. In this paper the technique of biogeography based optimization is applied for restoration of out of focused image. In this paper the result of biogeography based optimization (BBO) is compared with genetic algorithm. Applying Biogeography based optimization technique for restoration improves the quality of images and give better results than genetic algorithm for human viewing. The obtained result image will get better visual perceptibility
Journal title :
International Journal of Electronics Communication and Computer Engineering
Serial Year :
2013
Journal title :
International Journal of Electronics Communication and Computer Engineering
Record number :
1993625
Link To Document :
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