Data-Driven Iconification

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Yiming Liu, Aseem Agarwala, Jingwan Lu, and Szymon Rusinkiewicz: Data-Driven Iconification. In: Computational Aesthetics 2016 CAE'16, 113-124.



Pictograms (icons) are ubiquitous in visual communication, but creating the best icon is not easy: users may wish to see a variety of possibilities before settling on a final form, and they might lack the ability to draw attractive and effective pictograms by themselves. We describe a system that synthesizes novel pictograms by remixing portions of icons retrieved from a large online repository. Depending on the user's needs, the synthesis can be controlled by a number of interfaces ranging from sketch-based modeling and editing to fully-automatic hybrid generation and scribble-guided montage. Our system combines icon-specific algorithms for salient-region detection, shape matching, and multi-label graph-cut stitching to produce results in styles ranging from line drawings to solid shapes with interior structure.

Extended Abstract


author = {Liu, Yiming and Agarwala, Aseem and Lu, Jingwan and Rusinkiewicz, Szymon},
title = {Data-driven Iconification},
booktitle = {Proceedings of the Joint Symposium on Computational Aesthetics and Sketch Based Interfaces and Modeling and Non-Photorealistic Animation and Rendering},
series = {Expresive '16},
year = {2016},
location = {Lisbon, Portugal},
pages = {113--124},
numpages = {12},
url = {},
acmid = {2981341},
publisher = {Eurographics Association},
address = {Aire-la-Ville, Switzerland, Switzerland},

Used References

1 Aseem Agarwala , Mira Dontcheva , Maneesh Agrawala , Steven Drucker , Alex Colburn , Brian Curless , David Salesin , Michael Cohen, Interactive digital photomontage, ACM Transactions on Graphics (TOG), v.23 n.3, August 2004

2 Pascal Barla , Joelle Thollot , François X. Sillion, Geometric clustering for line drawing simplification, Proceedings of the Sixteenth Eurographics conference on Rendering Techniques, June 29-July 01, 2005, Konstanz, Germany

3 Yuri Boykov , Olga Veksler , Ramin Zabih, Fast Approximate Energy Minimization via Graph Cuts, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.23 n.11, p.1222-1239, November 2001

4 Tao Chen , Ming-Ming Cheng , Ping Tan , Ariel Shamir , Shi-Min Hu, Sketch2Photo: internet image montage, ACM Transactions on Graphics (TOG), v.28 n.5, December 2009

5 Siddhartha Chaudhuri , Evangelos Kalogerakis , Leonidas Guibas , Vladlen Koltun, Probabilistic reasoning for assembly-based 3D modeling, ACM Transactions on Graphics (TOG), v.30 n.4, July 2011

6 {FJ05} Frigo M., Johnson S.: The design and implementation of FFTW3. Proc. IEEE 93, 2 (Feb. 2005), 216--231. 10

7 Thomas Funkhouser , Michael Kazhdan , Philip Shilane , Patrick Min , William Kiefer , Ayellet Tal , Szymon Rusinkiewicz , David Dobkin, Modeling by example, ACM Transactions on Graphics (TOG), v.23 n.3, August 2004

8 Elena Garces , Aseem Agarwala , Diego Gutierrez , Aaron Hertzmann, A similarity measure for illustration style, ACM Transactions on Graphics (TOG), v.33 n.4, July 2014

9 Chen Goldberg , Tao Chen , Fang-Lue Zhang , Ariel Shamir , Shi-Min Hu, Data-Driven Object Manipulation in Images, Computer Graphics Forum, v.31 n.2pt1, p.265-274, May 2012

10 James Hays , Alexei A. Efros, Scene completion using millions of photographs, ACM Transactions on Graphics (TOG), v.26 n.3, July 2007>10.1145/1276377.1276382

11 Thomas Hurtut , Pierre-Edouard Landes, Synthesizing structured doodle hybrids, SIGGRAPH Asia 2012 Posters, November 28-December 01, 2012, Singapore, Singapore

12 Jun Xie , Aaron Hertzmann , Wilmot Li , Holger Winnemöller, PortraitSketch: face sketching assistance for novices, Proceedings of the 27th annual ACM symposium on User interface software and technology, October 05-08, 2014, Honolulu, Hawaii, USA

13 Arjun Jain , Thorsten Thormählen , Tobias Ritschel , Hans-Peter Seidel, Exploring Shape Variations by 3D-Model Decomposition and Part-based Recombination, Computer Graphics Forum, v.31 n.2pt3, p.631-640, May 2012

14 Evangelos Kalogerakis , Siddhartha Chaudhuri , Daphne Koller , Vladlen Koltun, A probabilistic model for component-based shape synthesis, ACM Transactions on Graphics (TOG), v.31 n.4, p.1-11, July 2012

15 Vivek Kwatra , Arno Schödl , Irfan Essa , Greg Turk , Aaron Bobick, Graphcut textures: image and video synthesis using graph cuts, ACM Transactions on Graphics (TOG), v.22 n.3, July 2003

16 Jingwan Lu , Connelly Barnes , Connie Wan , Paul Asente , Radomir Mech , Adam Finkelstein, DecoBrush: drawing structured decorative patterns by example, ACM Transactions on Graphics (TOG), v.33 n.4, July 2014

17 Sylvain Lefebvre , Hugues Hoppe, Appearance-space texture synthesis, ACM Transactions on Graphics (TOG), v.25 n.3, July 2006

18 Yong Jae Lee , C. Lawrence Zitnick , Michael F. Cohen, ShadowDraw: real-time user guidance for freehand drawing, ACM Transactions on Graphics (TOG), v.30 n.4, July 2011

19 Tianyang Ma , L. J. Latecki, From partial shape matching through local deformation to robust global shape similarity for object detection, Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition, p.1441-1448, June 20-25, 2011

20 Maks Ovsjanikov , Wilmot Li , Leonidas Guibas , Niloy J. Mitra, Exploration of continuous variability in collections of 3D shapes, ACM Transactions on Graphics (TOG), v.30 n.4, July 2011

21 Eric Risser , Charles Han , Rozenn Dahyot , Eitan Grinspun, Synthesizing structured image hybrids, ACM Transactions on Graphics (TOG), v.29 n.4, July 2010

22 Chao-Hui Shen , Hongbo Fu , Kang Chen , Shi-Min Hu, Structure recovery by part assembly, ACM Transactions on Graphics (TOG), v.31 n.6, November 2012

23 Remco C. Veltkamp , Michiel Hagedoorn, State of the art in shape matching, Principles of visual information retrieval, Springer-Verlag, London, UK, 2000

24 Kai Xu , Hanlin Zheng , Hao Zhang , Daniel Cohen-Or , Ligang Liu , Yueshan Xiong, Photo-inspired model-driven 3D object modeling, ACM Transactions on Graphics (TOG), v.30 n.4, July 2011

25 C. Lawrence Zitnick, Handwriting beautification using token means, ACM Transactions on Graphics (TOG), v.32 n.4, July 2013


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