Saliency4ASD: Challenge, dataset and tools for visual attention modeling for autism spectrum disorder

作者：

Highlights：

• Report of the Challenge (ICME19) “Saliency4ASD: Visual attention modeling for ASD”.

• Grand Challenge supporting the development and evaluation of 2 types of VA models:

• (1) To predict saliency maps that fit gaze behavior of people with ASD.

• (2) To identify individuals with ASD from typical development.

• Description of the workflow, submissions, obtained results, and datasets and tools.

摘要

•Report of the Challenge (ICME19) “Saliency4ASD: Visual attention modeling for ASD”.•Grand Challenge supporting the development and evaluation of 2 types of VA models:•(1) To predict saliency maps that fit gaze behavior of people with ASD.•(2) To identify individuals with ASD from typical development.•Description of the workflow, submissions, obtained results, and datasets and tools.

论文关键词：Eye movement,Visual attention,Images,Autism spectrum disorder,Classification,Saliency,Scanpath,Dataset,Toolbox

论文评审过程：Received 5 June 2020, Revised 10 October 2020, Accepted 29 November 2020, Available online 22 December 2020, Version of Record 12 January 2021.

论文官网地址：https://doi.org/10.1016/j.image.2020.116092