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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
2016-04-01
发表期刊FRONTIERS OF COMPUTER SCIENCE
ISSN2095-2228
文章类型Review
卷号10期号:2页码:216-232
摘要

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.

关键词line drawings cognitive computation visual media intelligent process
DOI10.1007/s11704-015-4450-1
收录类别SCI ; EI
语种英语
项目资助者National Natural Science Foundation of China(61322206 ; National Basic Research Program of China(2011CB302200) ; Beijing Higher Institution Engineering Research Center of Visual Media Intelligent Processing and Security ; Tsinghua National Lab for Information Science and Technology Cross-Discipline Foundation ; Tsinghua University Initiative Scientific Research Program(20131089252) ; 61272228)
WOS研究方向Computer Science
WOS类目Computer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods
WOS记录号WOS:000371615600002
WOS标题词Science & Technology ; Technology
关键词[WOS]OBJECT RECOGNITION ; STANDARDIZED SET ; MODEL RETRIEVAL ; NATURAL SCENES ; PHASE ; CATEGORIZATION ; AMPLITUDE ; PICTURES ; SURFACE ; PERCEPTION
引用统计
被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.psych.ac.cn/handle/311026/19691
专题脑与认知科学国家重点实验室
作者单位1.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
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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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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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