An Attentional Prototype for Early Vision
Abstract
Researchers have long argued that an attentional mechanism is required to perform many vision tasks. This paper introduces an attentional prototype for early visual processing. Our model is composed of a processing hierarchy and an attention beam that traverses the hierarchy, passing through the regions of greatest interest and inhibiting the regions that are not relevant. The type of input to the prototype is not limited to visual stimuli. Simulations using high-resolution digitized images were conducted, with image intensity and edge information as inputs to the model. The results confirm that this prototype is both robust and fast, and promises to be essential to any real-time vision system.
Cite
Text
Culhane and Tsotsos. "An Attentional Prototype for Early Vision." European Conference on Computer Vision, 1992. doi:10.1007/3-540-55426-2_60Markdown
[Culhane and Tsotsos. "An Attentional Prototype for Early Vision." European Conference on Computer Vision, 1992.](https://mlanthology.org/eccv/1992/culhane1992eccv-attentional/) doi:10.1007/3-540-55426-2_60BibTeX
@inproceedings{culhane1992eccv-attentional,
title = {{An Attentional Prototype for Early Vision}},
author = {Culhane, Sean M. and Tsotsos, John K.},
booktitle = {European Conference on Computer Vision},
year = {1992},
pages = {551-560},
doi = {10.1007/3-540-55426-2_60},
url = {https://mlanthology.org/eccv/1992/culhane1992eccv-attentional/}
}