research-article

Automatic pencil drawing generation using saliency map

Authors:

Michitaka Hata,

Masahiro Toyoura,

Xiaoyang MaoAuthors Info & Claims

SAP '13: Proceedings of the ACM Symposium on Applied Perception

Page 119

https://doi.org/10.1145/2492494.2501878

Published: 22 August 2013 Publication History

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Abstract

An artist usually does not draw all the areas in a picture homogeneously, but tries to make the work more expressive by emphasizing what is important while eliminating irrelevant details. We present a technique for automatically converting an input image into a pencil drawing with such effect of emphasis and elimination [HATA, et al. 2012]. The technique combines Saliency Map [ITTI, et al. 1998] and Line Integral Convolution(LIC) based pencil drawing filter [MAO, et al. 2001]. Saliency map is used to predict the focus of attention in the input image. Multi-resolution pyramid is used to locally adapt the density and appearance of pencil strokes to the degree of attention defined with saliency map

References

[1]

Hata, M, Toyoura, M., and Mao, X., 2012, Accentuated Pencil Drawing Generation Using Saliency Map and LIC, Visual Computer, vol.28, no.6-8, 657--668.

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[2]

Itti, L., Koch,. C, Niebur, E., 1998, A Model of Saliency-Based Visual Attention for Rapid Scene Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.20, no. 11, 1254--1259.

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[3]

Mao, X., Nagasaka, Y. Imamiya, A., 2001, Automatic Generation of Pencil Drawing from 2D Images Using Line Integral Convolution. In Proceedings of CAD/GRAPHICS'01, 240--248.

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Cited By

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Qiu JLiu BHe JLiu CLi Y(2019)Parallel Fast Pencil Drawing Generation Algorithm Based on GPUIEEE Access10.1109/ACCESS.2019.29246587(83543-83555)Online publication date: 2019
https://doi.org/10.1109/ACCESS.2019.2924658
Jin YLi PWang WZhang SLin DYin C(2019)GAN-based pencil drawing learning system for art education on large-scale image datasets with learning analyticsInteractive Learning Environments10.1080/10494820.2019.163682731:5(2544-2561)Online publication date: 8-Jul-2019
https://doi.org/10.1080/10494820.2019.1636827
Jin YLi PSheng BNie YKim JWu E(2019)SRNPD: Spatial rendering network for pencil drawing stylizationComputer Animation and Virtual Worlds10.1002/cav.189030:3-4Online publication date: 22-May-2019
https://doi.org/10.1002/cav.1890
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Automatic pencil drawing generation using saliency map
1. Computing methodologies
  1. Computer graphics

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Information & Contributors

Information

Published In

SAP '13: Proceedings of the ACM Symposium on Applied Perception

August 2013

150 pages

ISBN:9781450322621

DOI:10.1145/2492494

Conference Chairs:
Ludovic Hoyet
Trinity College Dublin
,
Betsy Williams Sanders
Rhodes College
,
Program Chairs:
Joe Geigel
Rochester Institute of Technology
,
Jeanine Stefanucci
University of Utah

Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 22 August 2013

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SAP' 13

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SIGGRAPH

SAP' 13: ACM Symposium on Applied Perception 2013

August 22 - 23, 2013

Dublin, Ireland

Acceptance Rates

SAP '13 Paper Acceptance Rate 22 of 54 submissions, 41%;

Overall Acceptance Rate 43 of 94 submissions, 46%

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Cited By

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Qiu JLiu BHe JLiu CLi Y(2019)Parallel Fast Pencil Drawing Generation Algorithm Based on GPUIEEE Access10.1109/ACCESS.2019.29246587(83543-83555)Online publication date: 2019
https://doi.org/10.1109/ACCESS.2019.2924658
Jin YLi PWang WZhang SLin DYin C(2019)GAN-based pencil drawing learning system for art education on large-scale image datasets with learning analyticsInteractive Learning Environments10.1080/10494820.2019.163682731:5(2544-2561)Online publication date: 8-Jul-2019
https://doi.org/10.1080/10494820.2019.1636827
Jin YLi PSheng BNie YKim JWu E(2019)SRNPD: Spatial rendering network for pencil drawing stylizationComputer Animation and Virtual Worlds10.1002/cav.189030:3-4Online publication date: 22-May-2019
https://doi.org/10.1002/cav.1890
Chen ZJin YSheng BLi PSun H(2018)Parallel Pencil Drawing Stylization via Structure-Aware OptimizationProceedings of the 31st International Conference on Computer Animation and Social Agents10.1145/3205326.3205352(32-37)Online publication date: 21-May-2018
https://dl.acm.org/doi/10.1145/3205326.3205352
HIRAOKA TURAHAMA K(2016)Generation of Oil-Film-Like Images by Bilateral Infra-Envelope FilterIEICE Transactions on Information and Systems10.1587/transinf.2015EDL8246E99.D:6(1724-1728)Online publication date: 2016
https://doi.org/10.1587/transinf.2015EDL8246

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