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Cognitive mechanism related to line drawings and its applications in intelligent process of visual media: a survey
Liu, Yongjin1; Yu, Minjing1; Fu, Qiufang2; Chen, Wenfeng2; Liu, Ye2; Xie, Lexing3
Abstract

Line drawings, as a concise form, can be recognized by infants and even chimpanzees. Recently, how the visual system processes line-drawings attracts more and more attention from psychology, cognitive science and computer science. The neuroscientific studies revealed that line drawings generate similar neural actions as color photographs, which give insights on how to efficiently process big media data. In this paper, we present a comprehensive survey on line drawing studies, including cognitive mechanism of visual perception, computational models in computer vision and intelligent process in diverse media applications. Major debates, challenges and solutions that have been addressed over the years are discussed. Finally some of the ensuing challenges in line drawing studies are outlined.

Keywordline drawings cognitive computation visual media intelligent process
2016-04-01
Language英语
DOI10.1007/s11704-015-4450-1
Source PublicationFRONTIERS OF COMPUTER SCIENCE
ISSN2095-2228
Volume10Issue:2Pages:216-232
SubtypeReview
Indexed BySCI ; EI
WOS KeywordOBJECT RECOGNITION ; STANDARDIZED SET ; MODEL RETRIEVAL ; NATURAL SCENES ; PHASE ; CATEGORIZATION ; AMPLITUDE ; PICTURES ; SURFACE ; PERCEPTION
WOS HeadingsScience & Technology ; Technology
WOS Research AreaComputer Science
WOS SubjectComputer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods
WOS IDWOS:000371615600002
Citation statistics
Cited Times:3[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.psych.ac.cn/handle/311026/19691
Collection脑与认知科学国家重点实验室
Affiliation1.Tsinghua Univ, Dept Comp Sci & Technol, Tsinghua Natl Lab Informat Sci & Technol, Beijing 100084, Peoples R China
2.Chinese Acad Sci, Inst Psychol, State Key Lab Brain & Cognit Sci, Beijing 100101, Peoples R China
3.Australian Natl Univ, Res Sch Comp Sci, GPO Box 4, Canberra, ACT 0200, Australia
Recommended Citation
GB/T 7714
Liu, Yongjin,Yu, Minjing,Fu, Qiufang,et al. Cognitive mechanism related to line drawings and its applications in intelligent process of visual media: a survey[J]. FRONTIERS OF COMPUTER SCIENCE,2016,10(2):216-232.
APA Liu, Yongjin,Yu, Minjing,Fu, Qiufang,Chen, Wenfeng,Liu, Ye,&Xie, Lexing.(2016).Cognitive mechanism related to line drawings and its applications in intelligent process of visual media: a survey.FRONTIERS OF COMPUTER SCIENCE,10(2),216-232.
MLA Liu, Yongjin,et al."Cognitive mechanism related to line drawings and its applications in intelligent process of visual media: a survey".FRONTIERS OF COMPUTER SCIENCE 10.2(2016):216-232.
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All comments (1)
王成
2016-12-22 16:48

该篇论文同时被SCI和EI收录,建议调整。

 

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