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Learning style translation for the lines of a drawing

Authors:

William T. Freeman,

Joshua B. Tenenbaum,

Egon C. PasztorAuthors Info & Claims

ACM Transactions on Graphics (TOG), Volume 22, Issue 1

Pages 33 - 46

https://doi.org/10.1145/588272.588277

Published: 01 January 2003 Publication History

Abstract

We present an example-based method for translating line drawings into different styles. We fit each line as a linear combination of similar lines in a training set, and interpolate between the corresponding training examples in the output style. The synthesized lines preserve the desired stylistic features of the output style.

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Cited By

Myronova MNeveu WBessmeltsev M(2023)Differential Operators on Sketches via Alpha ContoursACM Transactions on Graphics10.1145/359242042:4(1-15)Online publication date: 26-Jul-2023
https://dl.acm.org/doi/10.1145/3592420
Chen JZhu XEven MBasset JBénard PBarla P(2023)Efficient Interpolation of Rough Line DrawingsComputer Graphics Forum10.1111/cgf.1494642:7Online publication date: 5-Nov-2023
https://doi.org/10.1111/cgf.14946
Liu XWu YHall P(2023)Painterly Style Transfer With Learned Brush StrokesIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2023.333295030:9(6309-6320)Online publication date: 15-Nov-2023
https://dl.acm.org/doi/10.1109/TVCG.2023.3332950
Show More Cited By

Index Terms

Learning style translation for the lines of a drawing
1. Computing methodologies
  1. Computer graphics
    1. Image manipulation
    2. Shape modeling
      1. Parametric curve and surface models
2. Mathematics of computing
  1. Mathematical analysis
    1. Numerical analysis
      1. Interpolation
  2. Probability and statistics
    1. Probabilistic representations
      1. Nonparametric representations
        Spline models

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Published In

cover image ACM Transactions on Graphics

ACM Transactions on Graphics Volume 22, Issue 1

January 2003

129 pages

ISSN:0730-0301

EISSN:1557-7368

DOI:10.1145/588272

Issue’s Table of Contents

Copyright © 2003 ACM.

Permission to make digital or hard copies of all or part 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 components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 January 2003

Published in TOG Volume 22, Issue 1

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Cited By

Myronova MNeveu WBessmeltsev M(2023)Differential Operators on Sketches via Alpha ContoursACM Transactions on Graphics10.1145/359242042:4(1-15)Online publication date: 26-Jul-2023
https://dl.acm.org/doi/10.1145/3592420
Chen JZhu XEven MBasset JBénard PBarla P(2023)Efficient Interpolation of Rough Line DrawingsComputer Graphics Forum10.1111/cgf.1494642:7Online publication date: 5-Nov-2023
https://doi.org/10.1111/cgf.14946
Liu XWu YHall P(2023)Painterly Style Transfer With Learned Brush StrokesIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2023.333295030:9(6309-6320)Online publication date: 15-Nov-2023
https://dl.acm.org/doi/10.1109/TVCG.2023.3332950
Van Mossel DLiu CVining NBessmeltsev MSheffer A(2021)StrokeStripACM Transactions on Graphics10.1145/3450626.345977740:4(1-18)Online publication date: 19-Jul-2021
https://dl.acm.org/doi/10.1145/3450626.3459777
Looi LGreen R(2021)Estimating Drawing Guidelines for Portrait Drawing2021 36th International Conference on Image and Vision Computing New Zealand (IVCNZ)10.1109/IVCNZ54163.2021.9653407(1-6)Online publication date: 9-Dec-2021
https://doi.org/10.1109/IVCNZ54163.2021.9653407
Chen MJiang YCao YZomaya A(2020)CreativeBioMan: A Brain- and Body-Wearable, Computing-Based, Creative Gaming SystemIEEE Systems, Man, and Cybernetics Magazine10.1109/MSMC.2019.29293126:1(14-22)Online publication date: Jan-2020
https://doi.org/10.1109/MSMC.2019.2929312
Fan DZhang SWu YLiu YCheng MRen BRosin PJi R(2019)Scoot: A Perceptual Metric for Facial Sketches2019 IEEE/CVF International Conference on Computer Vision (ICCV)10.1109/ICCV.2019.00571(5611-5621)Online publication date: Oct-2019
https://doi.org/10.1109/ICCV.2019.00571
Shaheen S(2019)Brush-Style Transfer through Constrained Convolutional Sparse Coding2019 12th International Conference on Developments in eSystems Engineering (DeSE)10.1109/DeSE.2019.00176(950-955)Online publication date: Oct-2019
https://doi.org/10.1109/DeSE.2019.00176
Shaheen SGhanem BPeytavie ABosch C(2017)Stroke style transferProceedings of the European Association for Computer Graphics: Short Papers10.2312/egsh.20171013(53-56)Online publication date: 24-Apr-2017
https://dl.acm.org/doi/10.2312/egsh.20171013
Hu RLi WKaick OHuang HAverkiou MCohen-Or DZhang H(2017)Co-Locating Style-Defining Elements on 3D ShapesACM Transactions on Graphics10.1145/309281736:3(1-15)Online publication date: 27-Jun-2017
https://dl.acm.org/doi/10.1145/3092817
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