Image processing and matrices

Image processing involves extraction, filtering, enhancement etc. of images using mathematical operations. Every digital image has a corresponding matrix of color and color intensities. Various mathematical operations are performed on these matrices for enhancing the corresponding image. This paper explains various image processing techniques like incorporation and extraction of digital watermark, image compression, point operations performed for enhancements, filtering techniques, specifically noise reduction in an image using singular value decomposition method.