General-Purpose Localization of Textured Image Regions
Abstract
We suggest a working definition of texture: Texture is stuff that is more compactly represented by its statistics than by specifying the configuration of its parts. This definition suggests that to fmd texture we look for outliers to the local statistics, and label as texture the regions with no outliers. We present a method, based upon this idea, for labeling points in natural scenes as belonging to texture regions, while simultaneously allowing us to label low(cid:173) level, bottom-up cues for visual attention. This method is based upon recent psychophysics results on processing of texture and popout.
Cite
Text
Rosenholtz. "General-Purpose Localization of Textured Image Regions." Neural Information Processing Systems, 1998.Markdown
[Rosenholtz. "General-Purpose Localization of Textured Image Regions." Neural Information Processing Systems, 1998.](https://mlanthology.org/neurips/1998/rosenholtz1998neurips-generalpurpose/)BibTeX
@inproceedings{rosenholtz1998neurips-generalpurpose,
title = {{General-Purpose Localization of Textured Image Regions}},
author = {Rosenholtz, Ruth},
booktitle = {Neural Information Processing Systems},
year = {1998},
pages = {817-823},
url = {https://mlanthology.org/neurips/1998/rosenholtz1998neurips-generalpurpose/}
}