Orthonormal Finite Ridgelet Transform for Image Compression

A finite implementation of the ridgelet transform is presented. The transform is invertible, non-redundant and achieved via fast algorithms. Furthermore we show that this transform is orthogonal hence it allows one to use non-linear approximations for the representation of images. Numerical results on different test images are shown. Those results conform with the theory of the ridgelet transform in the continuous domain ? the obtained representation can represent efficiently images with linear singularities. Thus it indicates the potential of the proposed system as a new transform for coding of images.

• Type: Conference
• Year: 2000
• Where: ICIP
• Authors: Minh N. Do, Martin Vetterli
• Keywords: ICIP 2000, Image Processing, Non-linear Approximations, Ridgelet Transform