Sciweavers

Share
NIPS
1997

A Non-Parametric Multi-Scale Statistical Model for Natural Images

10 years 1 months ago
A Non-Parametric Multi-Scale Statistical Model for Natural Images
The observed distribution of natural images is far from uniform. On the contrary, real images have complex and important structure that can be exploited for image processing, recognition and analysis. There have been many proposed approaches to the principled statistical modeling of images, but each has been limited in either the complexity of the models or the complexity of the images. We present a non-parametric multi-scale statistical model for images that can be used for recognition, image de-noising, and in a “generative mode” to synthesize high quality textures. Accepted Advanced in Neural Information Processing 10 (1997).
Jeremy S. De Bonet, Paul A. Viola
Added 01 Nov 2010
Updated 01 Nov 2010
Type Conference
Year 1997
Where NIPS
Authors Jeremy S. De Bonet, Paul A. Viola
Comments (0)
books