干旱区生态环境知识资源中心(Arid): The Function of Color and Structure Based on EEG Features in Landscape Recognition

Arid

DOI	10.3390/ijerph18094866
	The Function of Color and Structure Based on EEG Features in Landscape Recognition
	Wang, Yuting; Wang, Shujian; Xu, Ming
通讯作者	Xu, M (corresponding author), Henan Key Lab Earth Syst Observat & Modeling, Kaifeng 475004, Peoples R China. ; Xu, M (corresponding author), Henan Univ, Coll Environm & Planning, Kaifeng 475004, Peoples R China.
来源期刊	INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
EISSN	1660-4601
出版年	2021
卷号	18 期号:9
英文摘要	Both color and structure make important contributions to human visual perception, as well as the evaluation of landscape quality and landscape aesthetics. The EEG equipment liveamp32 was used to record the EEG signals of humans when viewing landscape images, structure images with filtered color, and color images with a filtered structure. The results show that the SVM classifier was the most suitable classifier for landscape classification based on EEG features. The classification accuracy of the landscape picture recognition was up to 98.3% when using beta waves, while the accuracy of the color recognition was 97.5%, and that of the structure recognition was 93.9% when using gamma waves. Secondly, color and structure played a major role in determining the alpha and gamma wave responses, respectively, for all the landscape types, including forest, desert, and water. Furthermore, structure only played a decisive role in forest, while color played a major role in desert and water when using beta waves. Lastly, statistically significant differences between landscape groups and scenario groups with regard to alpha, beta, and gamma rhythms in brain waves were confirmed. The reasonable usage and layout of structure and color will have a very important guiding value for landscape aesthetics in future landscape design and landscape planning.
英文关键词	color structure landscape recognition electroencephalography (EEG)
类型	Article
语种	英语
开放获取类型	Green Published, gold
收录类别	SCI-E ; SSCI
WOS记录号	WOS:000650291000001
WOS关键词	RELATIVE IMPORTANCE ; GUIDELINES ; VALUES ; CLASSIFICATION ; RESPONSES ; AROUSAL ; WEIGHT
WOS类目	Environmental Sciences ; Public, Environmental & Occupational Health
WOS研究方向	Environmental Sciences & Ecology ; Public, Environmental & Occupational Health
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/350586
作者单位	[Wang, Yuting; Wang, Shujian; Xu, Ming] Henan Key Lab Earth Syst Observat & Modeling, Kaifeng 475004, Peoples R China; [Wang, Yuting; Wang, Shujian; Xu, Ming] Henan Univ, Coll Environm & Planning, Kaifeng 475004, Peoples R China
推荐引用方式 GB/T 7714	Wang, Yuting,Wang, Shujian,Xu, Ming. The Function of Color and Structure Based on EEG Features in Landscape Recognition[J],2021,18(9).
APA	Wang, Yuting,Wang, Shujian,&Xu, Ming.(2021).The Function of Color and Structure Based on EEG Features in Landscape Recognition.INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH,18(9).
MLA	Wang, Yuting,et al."The Function of Color and Structure Based on EEG Features in Landscape Recognition".INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 18.9(2021).