Image Reconstruction Through Compressed Sensing Technique Using Gaussian Filteration

Image Processing is becoming as the one of the most emerging field in the research area, as we know in today's life, lot of people are using these images somewhere in their daily life. In this paper, i have developed the satellite images in which we can have even more clear view than the input taken image by using compressive reconstruction technique. After passing through some stages of the processing, we have used a gaussian filteration so that we can have a very good output image at an end. By taking various references through different sites I got a hope of developing a normal satellite taken image into clearly processed output image through the basis pursuit reconstruction and by doing filteration after it.