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题名:
Cognitive mechanism related to line drawings and its applications in intelligent process of visual media: a survey
作者: Liu, Yongjin1; Yu, Minjing1; Fu, Qiufang(付秋芳)2; Chen, Wenfeng(陈文锋)2; Liu, Ye2; Xie, Lexing3
文章类型: Review
关键词: line drawings ; cognitive computation ; visual media ; intelligent process
刊名: FRONTIERS OF COMPUTER SCIENCE
ISSN号: 2095-2228
出版日期: 2016-04-01
卷号: 10, 期号:2, 页码:216-232
收录类别: SCI ; EI
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)
英文摘要:

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.

语种: 英语
WOS记录号: WOS:000371615600002
DOI标识: 10.1007/s11704-015-4450-1
WOS标题词: Science & Technology ; Technology
类目[WOS]: Computer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods
研究领域[WOS]: Computer Science
关键词[WOS]: OBJECT RECOGNITION ; STANDARDIZED SET ; MODEL RETRIEVAL ; NATURAL SCENES ; PHASE ; CATEGORIZATION ; AMPLITUDE ; PICTURES ; SURFACE ; PERCEPTION
Citation statistics:
内容类型: 期刊论文
URI标识: http://ir.psych.ac.cn/handle/311026/19691
Appears in Collections:脑与认知科学国家重点实验室_期刊论文

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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

Recommended Citation:
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.
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所有评论 (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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