Data-Driven Iconification

Aus de_evolutionary_art_org
Wechseln zu: Navigation, Suche


Reference

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

DOI

http://dx.doi.org/10.2312/exp.20161070

Abstract

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

Bibtex

@inproceedings{Liu:2016:DI:2981324.2981341,
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 = {http://dx.doi.org/10.2312/exp.20161070 http://dl.acm.org/citation.cfm?id=2981324.2981341 http://de.evo-art.org/index.php?title=Data-Driven_Iconification},
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 http://dx.doi.org/10.1145/1015706.1015718

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 http://dx.doi.org/10.2312/EGWR/EGSR05/183-192

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 http://dx.doi.org/10.1109/34.969114

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 http://dx.doi.org/10.1145/1618452.1618470

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 http://dx.doi.org/10.1145/2010324.1964930

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 http://dx.doi.org/10.1145/1015706.1015775

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 http://dx.doi.org/10.1145/2601097.2601131

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 http://dx.doi.org/10.1111/j.1467-8659.2012.03005.x

10 James Hays , Alexei A. Efros, Scene completion using millions of photographs, ACM Transactions on Graphics (TOG), v.26 n.3, July 2007 http://dx.doi.org/>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 http://dx.doi.org/10.1145/2407156.2407204

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 http://dx.doi.org/10.1145/2642918.2647399

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 http://dx.doi.org/10.1111/j.1467-8659.2012.03042.x

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 http://dx.doi.org/10.1145/2185520.2185551

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 http://dx.doi.org/10.1145/882262.882264

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 http://dx.doi.org/10.1145/2601097.2601190

17 Sylvain Lefebvre , Hugues Hoppe, Appearance-space texture synthesis, ACM Transactions on Graphics (TOG), v.25 n.3, July 2006 http://dx.doi.org/10.1145/1141911.1141921

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 http://dx.doi.org/10.1145/2010324.1964922

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 http://dx.doi.org/10.1109/CVPR.2011.5995591

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 http://dx.doi.org/10.1145/2010324.1964928

21 Eric Risser , Charles Han , Rozenn Dahyot , Eitan Grinspun, Synthesizing structured image hybrids, ACM Transactions on Graphics (TOG), v.29 n.4, July 2010 http://dx.doi.org/10.1145/1778765.1778822

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 http://dx.doi.org/10.1145/2366145.2366199

23 Remco C. Veltkamp , Michiel Hagedoorn, State of the art in shape matching, Principles of visual information retrieval, Springer-Verlag, London, UK, 2000 http://dl.acm.org/citation.cfm?id=370810&CFID=558819604&CFTOKEN=68186175

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 http://dx.doi.org/10.1145/2010324.1964975

25 C. Lawrence Zitnick, Handwriting beautification using token means, ACM Transactions on Graphics (TOG), v.32 n.4, July 2013 http://dx.doi.org/10.1145/2461912.2461985


Links

Full Text

intern file

Sonstige Links

http://dl.acm.org/citation.cfm?id=2981341&CFID=558819604&CFTOKEN=68186175