Saccade Information Based Directional Heat Map Generation for Gaze Data Visualization

doi:10.1587/transinf.2019EDL8009

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 平行智能技术与系统团队

	Saccade Information Based Directional Heat Map Generation for Gaze Data Visualization
	Zhan, Yinwei 1; Li, Yaodong 1; Yang, Zhuo 1; Zhao, Yao 2; Wu, Huaiyu3
发表期刊	IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS
ISSN	1745-1361
	2019-08-01
卷号	E102D 期号:8 页码:1602-1605
通讯作者	Yang, Zhuo(yangzhuo@gdut.edu.cn)
摘要	Heat map is an important tool for eye tracking data analysis and visualization. It is very intuitive to express the area watched by observer, but ignores saccade information that expresses gaze shift. Based on conventional heat map generation method, this paper presents a novel heat map generation method for eye tracking data. The proposed method introduces a mixed data structure of fixation points and saccades, and considers heat map deformation for saccade type data. The proposed method has advantages on indicating gaze transition direction while visualizing gaze region.
关键词	eye tracking gaze analysis heat map visualization
DOI	10.1587/transinf.2019EDL8009
收录类别	SCI
语种	英语
资助项目	Science and Technology Planning Project of Guangdong Province[2017B010110007] ; Science and Technology Planning Project of Guangdong Province[2017B010110015] ; Natural Science Foundation of Guangdong Province[2018A030313802] ; National Natural Science Foundation of China[61872365] ; Beijing Natural Science Foundation[4182065] ; Science and Technology Planning Project of Guangdong Province[2017B010110007] ; Science and Technology Planning Project of Guangdong Province[2017B010110015] ; Natural Science Foundation of Guangdong Province[2018A030313802] ; National Natural Science Foundation of China[61872365] ; Beijing Natural Science Foundation[4182065]
项目资助者	Science and Technology Planning Project of Guangdong Province ; Natural Science Foundation of Guangdong Province ; National Natural Science Foundation of China ; Beijing Natural Science Foundation
WOS研究方向	Computer Science
WOS类目	Computer Science, Information Systems ; Computer Science, Software Engineering
WOS记录号	WOS:000484006300023
出版者	IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG
引用统计
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/27292
专题	多模态人工智能系统全国重点实验室_平行智能技术与系统团队
通讯作者	Yang, Zhuo
作者单位	1.Guangdong Univ Technol, Sch Comp, Guangzhou, Guangdong, Peoples R China 2.Guangdong Univ Technol, Sch Informat Engn, Guangzhou, Guangdong, Peoples R China 3.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Zhan, Yinwei,Li, Yaodong,Yang, Zhuo,et al. Saccade Information Based Directional Heat Map Generation for Gaze Data Visualization[J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS,2019,E102D(8):1602-1605.
APA	Zhan, Yinwei,Li, Yaodong,Yang, Zhuo,Zhao, Yao,&Wu, Huaiyu.(2019).Saccade Information Based Directional Heat Map Generation for Gaze Data Visualization.IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS,E102D(8),1602-1605.
MLA	Zhan, Yinwei,et al."Saccade Information Based Directional Heat Map Generation for Gaze Data Visualization".IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS E102D.8(2019):1602-1605.