Applications of statistical signal processing in image data compression

The study of image compression has been risen dramatically. Many new ideas have come out with impressive results. Since images can be regarded as two-dimensional signals with the independent variables being the coordinates of two-dimensional space, many digital compression techniques can be extended, for instance from one-dimensional signals. This paper presents the most used still and video image compression techniques.