Reverse engineering expert visual observations: From fixations to the learning of spatial filters with a neural-gas algorithm

作者：

Highlights：

• A step towards replicating the process of an expert studying a relevant image.

• Utilise eye-tracking technology to discover the experts fixation points.

• Growing-neural-gas algorithm to find a filter-set suitable for identifying fixations.

• Applied to new images, can predict where the expert is likely to look.

摘要

•A step towards replicating the process of an expert studying a relevant image.•Utilise eye-tracking technology to discover the experts fixation points.•Growing-neural-gas algorithm to find a filter-set suitable for identifying fixations.•Applied to new images, can predict where the expert is likely to look.

论文关键词：Neural gas,Expert vision,Eye-tracking,Fixations

论文评审过程：Available online 28 May 2013.

论文官网地址：https://doi.org/10.1016/j.eswa.2013.05.042