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
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
Journal title :
International Journal of Electronics Communication and Computer Engineering