Cognitive mechanism related to line drawings and its applications in intelligent process of visual media: a survey

Yongjin Liu; Minjing Yu; Qiufang Fu; Wenfeng Chen; Ye Liu; Lexing Xie

doi:10.1007/s11704-015-4450-1

Cognitive mechanism related to line drawings and its applications in intelligent process of visual media: a survey

Yongjin Liu^*, Minjing Yu, Qiufang Fu, Wenfeng Chen, Ye Liu, Lexing Xie

^*Corresponding author for this work

Research output: Contribution to journal › Review article › peer-review

11 Citations (Scopus)

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.

Original language	English
Pages (from-to)	216-232
Number of pages	17
Journal	Frontiers of Computer Science
Volume	10
Issue number	2
DOIs	https://doi.org/10.1007/s11704-015-4450-1
Publication status	Published - 1 Apr 2016

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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.",

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AU - Liu, Ye

AU - Xie, Lexing

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AB - 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.

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Cognitive mechanism related to line drawings and its applications in intelligent process of visual media: a survey

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