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  • 标题:COCO-Search18 fixation dataset for predicting goal-directed attention control
  • 本地全文:下载
  • 作者:Yupei Chen ; Zhibo Yang ; Seoyoung Ahn
  • 期刊名称:Scientific Reports
  • 电子版ISSN:2045-2322
  • 出版年度:2021
  • 卷号:11
  • DOI:10.1038/s41598-021-87715-9
  • 语种:English
  • 出版社:Springer Nature
  • 摘要:Attention control is a basic behavioral process that has been studied for decades. The currently best models of attention control are deep networks trained on free-viewing behavior to predict bottom-up attention control – saliency. We introduce COCO-Search18, the first dataset of laboratory-quality goal-directed behavior large enough to train deep-network models. We collected eye-movement behavior from 10 people searching for each of 18 target-object categories in 6202 natural-scene images, yielding \documentclass[12pt
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