Image Processing
Image compression schemes aim to decrease the number of bits used to represent the image. Using fewer bits allows the image to take up less storage space on a computer, and it can also be transmitted faster (over a network, via satellite, etc.).
The goal of this part is to look at the effect of compression that we do ourselves by implementing a gray- scale JPEG compression.
The Richardson–Lucy algorithm, also known as Lucy–Richardson deconvolution, is an iterative procedure for recovering a latent image that has been blurred by a known point spread function (PSF). It was named after William Richardson and Leon Lucy, who described it independently.
Harris corner detection algorithm is used for detecting corner in the image. It considers the corner point with respect to both vertical and horizontal direction.
Bilateral filter is a non-linear, edge-preserving filter to smooth images.