Institutional Repository, Institute of Psychology, Chinese Academy of Sciences
| 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
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| 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 |
| 2016-04-01 | |
| 语种 | 英语 |
| DOI | 10.1007/s11704-015-4450-1 |
| 发表期刊 | FRONTIERS OF COMPUTER SCIENCE
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| ISSN | 2095-2228 |
| 卷号 | 10期号:2页码:216-232 |
| 期刊论文类型 | Review |
| 收录类别 | SCI ; EI |
| WOS关键词 | OBJECT RECOGNITION ; STANDARDIZED SET ; MODEL RETRIEVAL ; NATURAL SCENES ; PHASE ; CATEGORIZATION ; AMPLITUDE ; PICTURES ; SURFACE ; PERCEPTION |
| WOS标题词 | Science & Technology ; Technology |
| 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 |
| 资助机构 | 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) |
| 引用统计 | |
| 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 |
| 推荐引用方式 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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| 2016 Cognitive mecha（1231KB） | 期刊论文 | 作者接受稿 | 限制开放 | CC BY-NC-SA | 请求全文 | |
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