State of the ‘Art’: A Taxonomy of Artistic Stylization Techniques for Images and Video

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Reference

Jan Eric Kyprianidis, John Collomosse, Tinghuai Wang, and Tobias Isenberg: State of the ‘Art’: A Taxonomy of Artistic Stylization Techniques for Images and Video. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2012.

DOI

https://dx.doi.org/10.1109/TVCG.2012.160

Abstract

This paper surveys the field of nonphotorealistic rendering (NPR), focusing on techniques for transforming 2D input (images and video) into artistically stylized renderings. We first present a taxonomy of the 2D NPR algorithms developed over the past two decades, structured according to the design characteristics and behavior of each technique. We then describe a chronology of development from the semiautomatic paint systems of the early nineties, through to the automated painterly rendering systems of the late nineties driven by image gradient analysis. Two complementary trends in the NPR literature are then addressed, with reference to our taxonomy. First, the fusion of higher level computer vision and NPR, illustrating the trends toward scene analysis to drive artistic abstraction and diversity of style. Second, the evolution of local processing approaches toward edge-aware filtering for real-time stylization of images and video. The survey then concludes with a discussion of open challenges for 2D NPR identified in recent NPR symposia, including topics such as user and aesthetic evaluation.

Extended Abstract

Bibtex

Used References

[1] A. Agarwala, “SnakeToonz: A semi-automatic approach to creating cel animation from video,” in Proc. NPAR, 2002, pp. 139–146. http://dx.doi.org/10.1145/508530.508554

[2] A. Agarwala, A. Hertzmann, D. Salesin, and S. M. Seitz, “Keyframe-based tracking for rotoscoping and animation,” ACM Trans. Graph., vol. 23, no. 3, pp. 584–591, 2004. http://dx.doi.org/10.1145/1015706.1015764

[3] A. Agrawal and R. Raskar, “Gradient domain manipulation techniques in vision and graphics,” in ICCV Course, 2007. http://www.umiacs.umd.edu/~aagrawal/ICCV2007Course/

[4] M. Ashikhmin, “Fast texture transfer,” IEEE Comput. Graph. Appl., vol. 23, no. 4, pp. 38–43, 2003. http://dx.doi.org/10.1109/MCG.2003.1210863

[5] J. A. Bangham, S. E. Gibson, and R. Harvey., “The art of scale-space,” in Proc. BMVC, 2003, pp. 569–578. http://www.bmva.org/bmvc/2003/papers/paper-23-165.html

[6] S. Battiato, G. Di Blasi, G. Gallo, G. Guarnera, and G. Puglisi, “Artificial Mosaic by Gradient Vector Flow,” in Proc. EG (Short Presentations), 2008, pp. 53–56. http://www.eg.org/EG/DL/conf/EG2008/short/053-056.pdf

[7] P. Bénard, A. Bousseau, and J. Thollot, “State-of-the-Art Report on Temporal Coherence for Stylized Animations,” Comput. Graph. Forum, vol. 30, no. 8, pp. 2367–2386, 2011. http://dx.doi.org/10.1111/j.1467-8659.2011.02075.x

[8] P. Bhat, C. L. Zitnick, M. F. Cohen, and B. Curless, “GradientShop: A gradient-domain optimization framework for image and video filtering,” ACM Trans. Graph., vol. 29, no. 2, pp. 10:1–14, 2010. http://dx.doi.org/10.1145/1731047.1731048

[9] A. Bousseau, M. Kaplan, J. Thollot, and F. X. Sillion, “Interactive watercolor rendering with temporal coherence and abstraction,” in Proc. NPAR, 2006, pp. 141–149. http://dx.doi.org/10.1145/1124728.1124751

[10] A. Bousseau, F. Neyret, J. Thollot, and D. Salesin, “Video watercolorization using bidirectional texture advection,” ACM Trans. Graph., vol. 26, no. 3, pp. 104:1–7, 2007. http://dx.doi.org/10.1145/1276377.1276507

B. Cabral and L. C. Leedom, “Imaging vector fields using line integral convolution,” in Proc. SIGGRAPH, 1993, pp. 263–270. http://dx.doi.org/10.1145/166117.166151

J. M. Carroll, W. A. Kellogg, and M. B. Rosson, “The task-artifact cycle,” in Designing Interaction: Psychology at the Human-Computer Interface. Cambridge University Press, 1991, pp. 74–102. http://dl.acm.org/citation.cfm?id=120358

S. Chenney, M. Pingel, R. Iverson, and M. Szymanski, “Simulating cartoon style animation,” Proc. NPAR, pp. 133–138, 2002. http://dx.doi.org/10.1145/508530.508553

V. Ciesielski, M. Berry, K. Trist, and D. DeSouza, “Evolution of animated photomosaics,” in Proc. EvoWorkshops, 2007, pp. 498–507. http://dx.doi.org/10.1007/978-3-540-71805-5_55

J. Collomosse and P. M. Hall, “Painterly rendering using image salience,” in Proc. EGUK, 2002, pp. 122–128. http://dx.doi.org/10.1109/EGUK.2002.1011281

——, “Cubist style rendering from photographs,” IEEE Trans. Vis. Comput. Graphics, vol. 4, no. 9, pp. 443–453, 2003. http://dx.doi.org/10.1109/TVCG.2003.1260739

——, “Genetic paint: A search for salient paintings,” in Proc. EvoMUSART, 2005, pp. 437–447. http://dx.doi.org/10.1007/978-3-540-32003-6_44

J. Collomosse and J. E. Kyprianidis, “Artistic stylization of images and video,” in Tutorial at Eurographics, 2011. http://kahlan.eps.surrey.ac.uk/EG2011/

J. Collomosse, D. Rowntree, and P. M. Hall, “Video analysis for cartoon-style special effects,” in Proc. BMVC, 2003, pp. 749–758. http://www.bmva.org/bmvc/2003/papers/paper-23-58.html

——, “Stroke surfaces: A spatio-temporal framework for temporally coherent nonphotorealistic animations,” University of Bath, UK, Tech. Rep. CSBU-2003-01, 2005. http://opus.bath.ac.uk/16858/

——, “Stroke surfaces: Temporally coherent non-photorealistic animations from video,” IEEE Trans. Vis. Comput. Graphics, vol. 11, no. 5, pp. 540–549, 2005. http://dx.doi.org/10.1109/TVCG.2005.85

S. Colton, M. F. Valstar, and M. Pantic, “Emotionally aware automated portrait painting,” in Proc. DIMEA, 2008, pp. 304–311. http://dx.doi.org/10.1145/1413634.1413690

D. Comaniciu and P. Meer, “Mean shift: A robust approach toward feature space analysis,” IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 5, pp. 603–619, 2002. http://dx.doi.org/10.1109/34.1000236

A. Criminisi, T. Sharp, C. Rother, and P. Pérez, “Geodesic image and video editing,” ACM Trans. Graph., vol. 29, no. 5, pp. 134:1–15, 2010. http://dx.doi.org/10.1145/1857907.1857910

C. Curtis, S. Anderson, J. Seims, K. Fleischer, and D. Salesin, “Computer-generated watercolor,” in Proc. SIGGRAPH, 1997, pp. 421–430. http://dx.doi.org/10.1145/258734.258896

R. Dafner, D. Cohen-Or, and Y. Matias, “Context-based space filling curves,” Comput. Graph. Forum, vol. 19, no. 3, pp. 209–218, 2000. http://dx.doi.org/10.1111/1467-8659.00413

K. Dalal, A. Klein, Y. Liu, and K. Smith, “A spectral approach to NPR packing,” in Proc. NPAR, 2006, pp. 71–78. http://dx.doi.org/10.1145/1124728.1124741

D. DeCarlo and M. Stone, “Visual explanations,” in Proc. NPAR, 2010, pp. 173–178. http://dx.doi.org/10.1145/1809939.1809960

D. DeCarlo and A. Santella, “Stylization and abstraction of photographs,” in Proc. SIGGRAPH, 2002, pp. 769–776. http://dx.doi.org/10.1145/566654.566650

O. Deussen, S. Hiller, C. Van Overveld, and T. Strothotte, “Floating points: A method for computing stipple drawings,” Comput. Graph. Forum, vol. 19, no. 3, pp. 41–50, 2000. http://dx.doi.org/10.1111/1467-8659.00396

G. Di Blasi and G. Gallo, “Artificial mosaics,” The Visual Computer, vol. 21, no. 6, pp. 373–383, 2005. http://dx.doi.org/10.1007/s00371-005-0292-4

Y. Dobashi, T. Haga, H. Johan, and T. Nishita, “A method for creating mosaic images using Voronoi diagrams,” in Proc. EG (Short Presentations), 2002, pp. 341–348. http://nis-ei.eng.hokudai.ac.jp/~doba/papers/egshort02_mosaic.pdf

S. Draves, “The Electric Sheep screen-saver: A case study in aesthetic evolution,” in Proc. EvoMUSART, 2005, pp. 458–467. http://dx.doi.org/10.1007/978-3-540-32003-6_46

F. Durand, “An invitation to discuss computer depiction,” in Proc. NPAR, 2002, pp. 111–124. http://dx.doi.org/10.1145/508530.508550

A. Efros and W. Freeman, “Image quilting for texture synthesis and transfer,” in Proc. SIGGRAPH, 2001, pp. 341–346. http://dx.doi.org/10.1145/383259.383296

A. Efros and T. Leung, “Texture synthesis by non-parametric sampling,” in Proc. ICCV, vol. 2, 1999, pp. 1033–1038. http://dx.doi.org/10.1109/ICCV.1999.790383

G. Elber and G. Wolberg, “Rendering traditional mosaics,” The Visual Computer, vol. 19, no. 1, pp. 67–78, 2003. http://dx.doi.org/10.1007/s00371-002-0175-x

Z. Farbman, R. Fattal, D. Lischinski, and R. Szeliski, “Edge-preserving decompositions for multi-scale tone and detail manipulation,” ACM Trans. Graph., vol. 27, no. 3, pp. 67:1–10, 2008. http://dx.doi.org/10.1145/1360612.1360666

G. M. Faustino and L. H. de Figueiredo, “Simple adaptive mosaic effects,” in Proc. SIBGRAPI, 2005, pp. 315–322. http://dx.doi.org/10.1109/SIBGRAPI.2005.46

A. Gooch, J. Long, L. Ji, A. Estey, and B. Gooch, “Viewing progress in non-photorealistic rendering through Heinlein’s lens,” in Proc. NPAR, 2010, pp. 165–171. http://dx.doi.org/10.1145/1809939.1809959

B. Gooch, G. Coombe, and P. Shirley, “Artistic vision: Painterly rendering using computer vision techniques,” in Proc. NPAR, 2002, pp. 83–90. http://dx.doi.org/10.1145/508530.508545

B. Gooch and A. Gooch, Non-photorealistic Rendering. AK Peters, 2001. http://www.crcpress.com/ecommerce_product/product_detail.jsf?isbn=9781568811338

B. Gooch, E. Reinhard, and A. Gooch, “Human facial illustrations: Creation and psychophysical evaluation,” ACM Trans. Graph., vol. 23, no. 1, pp. 27–44, 2004. http://dx.doi.org/10.1145/966131.966133

S. Green, D. Salesin, S. Schofield, A. Hertzmann, P. Litwinowicz, A. Gooch, C. Curtis, and B. Gooch, “Non-photorealistic rendering,” in SIGGRAPH courses, 1999. http://mrl.nyu.edu/publications/npr-course1999/

J. Grubert, S. Carpendale, and T. Isenberg, “Interactive stroke-based NPR using hand postures on large displays,” in EG 2008 Short Papers, 2008, pp. 279–282. http://www.cs.rug.nl/~isenberg/VideosAndDemos/Grubert2008ISN

M. Grundland, C. Gibbs, and N. Dodgson, “Stylized multiresolution image representation,” J. Electron. Imaging, vol. 17, no. 1, pp. 013 009:1–17, 2008. http://dx.doi.org/10.1117/1.2898894

P. Haeberli, “Paint by numbers: Abstract image representations,” in Proc. SIGGRAPH, 1990, pp. 207–214. http://dx.doi.org/10.1145/97880.97902

P. Haggerty, “Almost automatic computer painting,” IEEE Comput. Graph. Appl., vol. 11, no. 6, pp. 11–12, 1991. http://dx.doi.org/10.1109/MCG.1991.10051

P. M. Hall, J. Collomosse, Y.-Z. Song, P. Shen, and C. Li, “RTcams: A new perspective on nonphotorealistic rendering from photographs,” IEEE Trans. Vis. Comput. Graphics, vol. 13, no. 5, pp. 966–979, 2007. http://dx.doi.org/10.1109/TVCG.2007.1047

R. Hashimoto, H. Johan, and T. Nishita, “Creating various styles of animations using example based filtering,” in Proc. CGI, 2003, pp. 312–317. http://dx.doi.org/10.1109/CGI.2003.1214488

A. Hausner, “Simulating decorative mosaics,” in Proc. SIGGRAPH, 2001, pp. 573–580. http://dx.doi.org/10.1145/383259.383327

J. Hays and I. Essa, “Image and video based painterly animation,” in Proc. NPAR, 2004, pp. 113–120. http://dx.doi.org/10.1145/987657.987676

C. Healey and J. Enns, “Perception and painting: A search for effective, engaging visualizations,” IEEE Comput. Graph. Appl., vol. 22, no. 2, pp. 10–15, 2002. http://dx.doi.org/10.1109/38.988741

A. Hertzmann, “Non-photorealistic rendering and the science of art,” in Proc. NPAR, 2010, pp. 147—-157. http://dx.doi.org/10.1145/1809939.1809957

——, “Painterly rendering with curved brush strokes of multiple sizes,” in Proc. SIGGRAPH, 1998, pp. 453–460. http://dx.doi.org/10.1145/280814.280951

——, “Paint by relaxation,” in Proc. CGI, 2001, pp. 47–54. http://dl.acm.org/citation.cfm?id=735238

——, “Fast paint texture,” in Proc. NPAR, 2002, pp. 91–96. http://dx.doi.org/10.1145/508530.508546

——, “Tutorial: A survey of stroke-based rendering,” IEEE Comput. Graph. Appl., vol. 23, no. 4, pp. 70–81, 2003. http://dx.doi.org/10.1109/MCG.2003.1210867

A. Hertzmann, C. E. Jacobs, N. Oliver, B. Curless, and D. Salesin, “Image analogies,” in Proc. SIGGRAPH, 2001, pp. 327–340. http://dx.doi.org/10.1145/383259.383295

A. Hertzmann and K. Perlin, “Painterly rendering for video and interaction,” in Proc. NPAR, 2000, pp. 7–12. http://dx.doi.org/10.1145/340916.340917

S. Hiller, H. Hellwig, and O. Deussen, “Beyond stippling— Methods for distributing objects on the plane,” Comput. Graph. Forum, vol. 22, no. 3, pp. 515–522, 2003. http://dx.doi.org/10.1111/1467-8659.00699

E. R. S. Hodges, Ed., The Guild Handbook of Scientific Illustration, 2nd ed. John Wiley & Sons, 2003. http://eu.wiley.com/WileyCDA/WileyTitle/productCd-0471360112.html

T. Hurtut, P.-E. Landes, J. Thollot, Y. Gousseau, R. Drouillhet, and J.-F. Coeurjolly, “Appearance-guided synthesis of element arrangements by example,” in Proc. NPAR, 2009, pp. 51–60. http://dx.doi.org/10.1145/1572614.1572623

T. C. Inglis and C. S. Kaplan, “Generating op art lines,” in Proc. CAe, 2011, pp. 25–32. http://dx.doi.org/10.1145/2030441.2030446

T. Isenberg, P. Neumann, S. Carpendale, M. C. Sousa, and J. A. Jorge, “Non-photorealistic rendering in context: An observational study,” in Proc. NPAR, 2006, pp. 115–126. http://dx.doi.org/10.1145/1124728.1124747

M. Kagaya, W. Brendel, Q. Deng, T. Kesterson, S. Todorovic, P. J. Neill, and E. Zhang, “Video painting with space-time- varying style parameters.” IEEE Trans. Vis. Comput. Graphics, vol. 17, no. 1, pp. 74–87, 2011. http://dx.doi.org/10.1109/TVCG.2010.25

D. Kang, Y.-J. Ohn, M.-H. Han, and K. Yoon, “Animation for ancient tile mosaics,” in Proc. NPAR, 2011, pp. 157–165. http://dx.doi.org/10.1145/2024676.2024701

H. Kang and S. Lee, “Shape-simplifying image abstraction,” Comput. Graph. Forum, vol. 27, no. 7, pp. 1773–1780, 2008. http://dx.doi.org/10.1111/j.1467-8659.2008.01322.x

H. Kang, S. Lee, and C. K. Chui, “Coherent line drawing,” in Proc. NPAR, 2007, pp. 43–50. http://dx.doi.org/10.1145/1274871.1274878

——, “Flow-based image abstraction,” IEEE Trans. Vis. Comput. Graphics, vol. 15, no. 1, pp. 62–76, 2009. http://dx.doi.org/10.1109/TVCG.2008.81

M. Kass, A. Witkin, and D. Terzopoulos, “Snakes: Active contour models,” International Journal of Computer Vision, vol. 1, no. 4, pp. 321–331, 1988. http://dx.doi.org/10.1007/BF00133570

D. Kim, M. Son, Y. Lee, H. Kang, and S. Lee, “Feature-guided image stippling,” Comput. Graph. Forum, vol. 27, no. 4, pp. 1209–1216, 2008. http://dx.doi.org/10.1111/j.1467-8659.2008.01259.x

J. Kim and F. Pellacini, “Jigsaw image mosaics,” ACM Trans. Graph., vol. 21, no. 3, pp. 657–664, 2002. http://dx.doi.org/10.1145/566654.566633

S. Kim, R. Maciejewski, T. Isenberg, W. M. Andrews, W. Chen, M. C. Sousa, and D. Ebert, “Stippling by example,” in Proc. NPAR, 2009, pp. 41–50. http://dx.doi.org/10.1145/1572614.1572622

S. Kim, I. Woo, R. Maciejewski, and D. Ebert, “Automated hedcut illustration using isophotes,” in Proc. Smart Graphics, 2010, pp. 172–183. http://dx.doi.org/10.1007/978-3-642-13544-6_17

A. Klein, T. Grant, A. Finkelstein, and M. F. Cohen, “Video mosaics,” in Proc. NPAR, 2002, pp. 21–28. http://dx.doi.org/10.1145/508530.508534

A. Kolliopoulos, “Image Segmentation for Stylized Non- Photorealistic Rendering and Animation,” Master’s thesis, University of Toronto, 2005. http://www.dgp.toronto.edu/~alexk/segnpr.html

J. Kopf, D. Cohen-Or, O. Deussen, and D. Lischinski, “Recursive Wang tiles for real-time blue noise,” ACM Trans. Graph., vol. 25, no. 3, pp. 509–518, 2006. http://dx.doi.org/10.1145/1141911.1141916

L. Kovács and T. Szirányi, “Creating animations combining stochastic paintbrush transformation and motion detection,” in Proc. ICPR, vol. 2, 2002, pp. 1090–1093. http://dx.doi.org/10.1109/ICPR.2002.1048495

M. Kuwahara, K. Hachimura, S. Ehiu, and M. Kinoshita, “Pro- cessing of ri-angiocardiographic images,” in Digital Processing of Biomedical Images. Plenum Press, 1976, pp. 187–203.

J. E. Kyprianidis, “Image and video abstraction by multi-scale anisotropic Kuwahara filtering,” in Proc. NPAR, 2011, pp. 55–64.

J. E. Kyprianidis and J. Döllner, “Image abstraction by structure adaptive filtering,” in Proc. EG UK TPCG, 2008, pp. 51–58.

J. E. Kyprianidis and H. Kang, “Image and video abstraction by coherence-enhancing filtering,” Comput. Graph. Forum, vol. 30, no. 2, pp. 593–602, 2011.

J. E. Kyprianidis, H. Kang, and J. Döllner, “Image and video abstraction by anisotropic Kuwahara filtering,” Comput. Graph. Forum, vol. 28, no. 7, pp. 1955–1963, 2009. http://dx.doi.org/10.1145/2024676.2024686

J. Lasseter, “Principles of traditional animation applied to 3D computer animation,” in Proc. SIGGRAPH, vol. 21, no. 4, 1987, pp. 35–44. http://dx.doi.org/10.1145/37401.37407

H. Lee, S. Seo, S. Ryoo, and K. Yoon, “Directional texture transfer,” in Proc. NPAR, 2010, pp. 43–50. http://dx.doi.org/10.1145/1809939.1809945

H. Li and D. Mould, “Structure-preserving stippling by priority-based error diffusion,” in Proc. GI, 2011, pp. 127–134. http://dl.acm.org/citation.cfm?id=1992917.1992938

W. Li, M. Agrawala, B. Curless, and D. Salesin, “Automated generation of interactive 3D exploded view diagrams,” ACM Trans. Graph., vol. 27, no. 3, pp. 101:1–7, 2008. http://dx.doi.org/10.1145/1360612.1360700

L. Lin, K. Zeng, H. Lv, Y. Wang, Y. Xu, and S.-C. Zhu, “Painterly animation using video semantics and feature correspondence,” in Proc. NPAR, 2010, pp. 73–80. http://dx.doi.org/10.1145/1809939.1809948

P. Litwinowicz, “Processing images and video for an impressionist effect,” in Proc. SIGGRAPH, 1997, pp. 407–414. http://dx.doi.org/10.1145/258734.258893

C. Liu, A. Torralba, W. Freeman, F. Durand, and E. H. Adelson, “Motion magnification,” ACM Trans. Graph., vol. 24, no. 3, pp. 519–526, 2005. http://dx.doi.org/10.1145/1073204.1073223

Y. Liu, O. Veksler, and O. Juan, “Generating Classic Mosaics with Graph Cuts,” Comput. Graph. Forum, vol. 29, no. 8, pp. 2387–2399, 2010. http://dx.doi.org/10.1111/j.1467-8659.2010.01752.x

S. Lloyd, “Least squares quantization in PCM,” IEEE Trans. Inf. Theory, vol. 28, no. 2, pp. 129–137, 1982. http://dx.doi.org/10.1109/TIT.1982.1056489

J. Lu, P. V. Sander, and A. Finkelstein, “Interactive painterly stylization of images, videos and 3D animations,” in Proc. I3D, 2010, pp. 127–134. http://dx.doi.org/10.1145/1730804.1730825

K.-L. Ma, A. Hertzmann, V. Interrante, and E. B. Lum, “Recent advances in non-photorealistic rendering for art and visualization,” in SIGGRAPH courses, 2002. http://www.cs.ucdavis.edu/~ma/SIGGRAPH02/course23/

R. Maciejewski, T. Isenberg, W. M. Andrews, D. Ebert, M. C. Sousa, and W. Chen, “Measuring stipple aesthetics in hand-drawn and computer-generated images,” IEEE Comput. Graph. Appl., vol. 28, no. 2, pp. 62–74, 2008. http://dx.doi.org/10.1109/MCG.2008.35

R. Maharik, M. Bessmeltsev, A. Sheffer, A. Shamir, and N. Carr, “Digital micrography,” ACM Trans. Graph., vol. 30, no. 4, pp. 100:1–11, 2011. http://dx.doi.org/10.1145/1964921.1964995

D. Martín, G. Arroyo, M. Victoria Luzón, and T. Isenberg, “Scale-dependent and example-based grayscale stippling,” Computers & Graphics, vol. 35, no. 1, pp. 160–174, 2011. http://dx.doi.org/10.1016/j.cag.2010.11.006

M. McCool and E. Fiume, “Hierarchical Poisson disk sampling distributions,” in Proc. GI, 1992, pp. 94–105. http://dl.acm.org/citation.cfm?id=155294.155306

M. McGuire, H. Halen, J.-F. St-Amour, A. Thibault, and B. Martel, “Stylized rendering in games,” in SIGGRAPH courses, 2010. http://graphics.cs.williams.edu/courses/SRG10/

P. Meer and B. Georgescu, “Edge detection with embedded confidence,” IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 12, pp. 1351–1365, 2001. http://dx.doi.org/10.1109/34.977560

B. J. Meier, “Painterly rendering for animation,” in Proc. SIGGRAPH, 1996, pp. 477–484. http://dx.doi.org/10.1145/237170.237288

X. Mi, D. DeCarlo, and M. Stone, “Abstraction of 2D shapes in terms of parts,” in Proc. NPAR, 2009, pp. 15–24. http://dx.doi.org/10.1145/1572614.1572617

D. Mould, “A stained glass image filter,” in Proc. EGSR, 2003, pp. 20–25. http://diglib.eg.org/EG/DL/WS/EGWR/EGWR03/020-025.pdf.abstract.pdf;internal&action=action.digitallibrary.ShowPaperAbstract

——, “Stipple placement using distance in a weighted graph,” in Proc. CAe, 2007, pp. 45–52. http://dx.doi.org/10.2312/COMPAESTH/COMPAESTH07/045-052

D. Mould and K. Grant, “Stylized black and white images from photographs,” in Proc. NPAR, 2008, pp. 49–58. http://dx.doi.org/10.1145/1377980.1377991

L. Neumann and A. Neumann, “Color style transfer techniques using hue, lightness and saturation histogram matching,” in Proc. CAe, 2005, pp. 111–122. http://dx.doi.org/10.2312/COMPAESTH/COMPAESTH05/111-122

P. O’Donovan and A. Hertzmann, “AniPaint: Interactive painterly animation from video.” IEEE Trans. Vis. Comput. Graphics, vol. 18, no. 3, pp. 475–487, 2012. http://dx.doi.org/10.1109/TVCG.2011.51

P. O’Donovan and D. Mould, “Felt-based rendering,” in Proc. NPAR, 2006, pp. 55–62. http://dx.doi.org/10.1145/1124728.1124738

J. Orchard and C. S. Kaplan, “Cut-out image mosaics,” in Proc. NPAR, 2008, pp. 79–87. http://dx.doi.org/10.1145/1377980.1377997

A. Orzan, A. Bousseau, P. Barla, and J. Thollot, “Structure- preserving manipulation of photographs,” in Proc. NPAR, 2007, pp. 103–110. http://doi.acm.org/10.1145/1274871.1274888

S. Osher and L. I. Rudin, “Feature-oriented image enhancement using shock filters,” SIAM Journal on Numerical Analysis, vol. 27, no. 4, pp. 919–940, 1990. http://dx.doi.org/10.1137/0727053

V. Ostromoukhov, “Pseudo-random halftone screening for colour and black&white printing,” in Int. Congr. in Non Impact Printing Technologies, 1993, pp. 579–582. http://diwww.epfl.ch/w3lsp/publications/colour/prhsfcabp_93.html

——, “Artistic halftoning: Between technology and art,” in Proc. SPIE, vol. 3963, no. 1, 1999, pp. 489–509. http://dx.doi.org/10.1117/12.373433

——, “Digital facial engraving,” in Proc. SIGGRAPH, 1999, pp. 417–424. http://dx.doi.org/10.1145/311535.311604

V. Ostromoukhov and R. D. Hersch, “Multi-color and artistic dithering,” in Proc. SIGGRAPH, 1999, pp. 425–432. http://dx.doi.org/10.1145/311535.311605

V. Ostromoukhov, R. D. Hersch, and I. Amidror, “Rotated dispersed dither,” in Proc. SIGGRAPH, 1994, pp. 123–130. http://dx.doi.org/10.1145/192161.192188

W.-M. Pang, Y. Qu, T.-T. Wong, D. Cohen-Or, and P.-A. Heng, “Structure-aware halftoning,” ACM Trans. Graph., vol. 27, no. 3, pp. 89:1–8, 2008. http://dx.doi.org/10.1145/1360612.1360688

G. Papari, N. Petkov, and P. Campisi, “Artistic edge and corner enhancing smoothing,” IEEE Trans. Image Process., vol. 16, no. 10, pp. 2449–2462, 2007. http://dx.doi.org/10.1109/TIP.2007.903912

G. Papari and N. Petkov, “Continuous glass patterns for painterly rendering.” IEEE Trans. Image Process., vol. 18, no. 3, pp. 652–64, 2009. http://dx.doi.org/10.1109/TIP.2008.2009800

S. Paris, P. Kornprobst, J. Tumblin, and F. Durand, “Bilateral filtering: Theory and applications,” Foundations and Trends in Computer Graphics and Vision, vol. 4, no. 1, pp. 1–73, 2008. http://dx.doi.org/10.1561/0600000020

Y. Park and K. Yoon, “Motion map generation for maintaining the temporal coherence of brush strokes,” in Proc. GRAPP, vol. 4, 2007, pp. 139–152. http://dx.doi.org/10.1007/978-3-540-75274-5_9

H. Pedersen and K. Singh, “Organic labyrinths and mazes,” in Proc. NPAR, 2006, pp. 79–86. http://dx.doi.org/10.1145/1124728.1124742

T. Pouli and E. Reinhard, “Progressive color transfer for images of arbitrary dynamic range,” Computers & Graphics, vol. 35, no. 1, pp. 67–80, 2011. http://dx.doi.org/10.1016/j.cag.2010.11.003

Y. Qu, W.-M. Pang, T.-T. Wong, and P.-A. Heng, “Richness- preserving manga screening,” ACM Trans. Graph., vol. 27, no. 5, pp. 155:1–8, 2008. http://dx.doi.org/10.1145/1409060.1409108

E. Reinhard, M. Ashikhmin, B. Gooch, and P. Shirley, “Colour transfer between images,” IEEE Comput. Graph. Appl., vol. 21, pp. 34–41, 2001. http://dx.doi.org/10.1109/38.946629

C. Reynolds, “Stylized depiction in computer graphics.” http://www.red3d.com/cwr/npr/ [Online]. Available: http://www.red3d.com/cwr/npr/

M. Salisbury, C. Anderson, D. Lischinski, and D. Salesin, “Scale-dependent reproduction of pen-and-ink illustrations,” in Proc. SIGGRAPH, 1996, pp. 461–468. http://dx.doi.org/10.1145/237170.237286

[129] M. Salisbury, S. E. Anderson, R. Barzel, and D. Salesin, “Interactive pen-and-ink illustration,” in Proc. SIGGRAPH, 1994, pp. 101–108. http://dx.doi.org/10.1145/192161.192185

[130] M. Salisbury, M. T. Wong, J. F. Hughes, and D. Salesin, “Orientable textures for image-based pen-and-ink illustration,” in Proc. SIGGRAPH, 1997, pp. 401–406. http://dx.doi.org/10.1145/258734.258890

[131] A. Santella and D. DeCarlo, “Abstracted painterly renderings using eye-tracking data,” in Proc. NPAR, 2002, pp. 75–82. http://dx.doi.org/10.1145/508530.508544

[132] ——, “Visual interest and NPR: An evaluation and manifesto,” in Proc. NPAR, 2004, pp. 71–150. http://dx.doi.org/10.1145/987657.987669

[133] S. Schlechtweg, “NPR literature.” [Online]. http://isgwww.cs.uni-magdeburg.de/~stefans/npr/ Available: http://isgwww.cs.uni-magdeburg.de/~stefans/npr/

[134] S. Schlechtweg, T. Germer, and T. Strothotte, “RenderBots— Multi-agent systems for direct image generation,” Comput. Graph. Forum, vol. 24, no. 2, pp. 137–148, 2005. http://dx.doi.org/10.1111/j.1467-8659.2005.00838.x

[135] A. Schödl, R. Szeliski, D. Salesin, and I. Essa, “Video textures,” in Proc. SIGGRAPH, 2000, pp. 489–498. http://dx.doi.org/10.1145/344779.345012

[136] M. Schwarz, T. Isenberg, K. Mason, and S. Carpendale, “Modeling with rendering primitives: An interactive non- photorealistic canvas,” in Proc. NPAR, 2007, pp. 15–22. http://dx.doi.org/10.1145/1274871.1274874

[137] A. Secord, “Weighted Voronoi stippling,” in Proc. NPAR, 2002, pp. 37–43. http://dx.doi.org/10.1145/508530.508537

[138] A. Secord, W. Heidrich, and L. Streit, “Fast primitive distribution for illustration,” in Proc. EGWR, 2002, pp. 215–226. http://diglib.eg.org/EG/DL/WS/EGWR/EGWR02/215-226.pdf.abstract.pdf;internal&action=action.digitallibrary.ShowPaperAbstract

[139] V. Setlur and S. Wilkinson, “Automatic stained glass rendering,” in Proc. CGI, 2006, pp. 682–691. http://dx.doi.org/10.1007/11784203_66

[140] M. Shiraishi and Y. Yamaguchi, “An algorithm for automatic painterly rendering based on local source image approximation,” in Proc. NPAR, 2000, pp. 53–58. http://dx.doi.org/10.1145/340916.340923

[141] M. Shugrina, M. Betke, and J. Collomosse, “Empathic painting: Interactive stylization using observed emotional state,” in Proc. NPAR, 2006, pp. 87–96. http://dx.doi.org/10.1145/1124728.1124744

[142] K. Smith, Y. Liu, and A. Klein, “Animosaics,” in Proc. SCA, 2005, pp. 201–208. http://dx.doi.org/10.1145/1073368.1073397

[143] M. Son, Y. Lee, H. Kang, and S. Lee, “Structure grid for directional stippling,” Graphical Models, vol. 73, no. 3, pp. 74–87, 2011. http://dx.doi.org/10.1016/j.gmod.2010.12.001

[144] Y. Song, P. M. Hall, P. Rosin, and J. Collomosse, “Arty shapes,” in Proc. CAe, 2008, pp. 65–72. http://dx.doi.org/10.2312/COMPAESTH/COMPAESTH08/065-072

[145] E. Stavrakis, “Non-photorealistic computer graphics library.” http://www.npcglib.org/ [Online]. Available: http://www.npcglib.org/

[146] S. Strassmann, “Hairy brushes,” in Proc. SIGGRAPH, 1986, pp. 225–232. http://dx.doi.org/10.1145/15886.15911

[147] L. Streit and J. Buchanan, “Importance driven halftoning,” Comput. Graph. Forum, vol. 17, no. 3, pp. 207–217, 1998. http://dx.doi.org/10.1111/1467-8659.00268

[148] T. Strothotte and S. Schlechtweg, Non-photorealistic Computer Graphics. Morgan Kaufmann, 2002. http://www.elsevierdirect.com/product.jsp?isbn=9781558607873

[149] T. Strothotte, B. Preim, A. Raab, J. Schumann, and D. R. Forsey, “How to render frames and influence people,” Comput. Graph. Forum, vol. 13, no. 3, pp. 455–466, 1994. http://dx.doi.org/10.1111/1467-8659.1330455

[150] T. Szirányi, Z. Tóth, M. Figueiredo, J. Zerubia, and A. Jain, “Optimization of paintbrush rendering of images by dynamic MCMC methods,” in Proc. EMMCVPR, 2001, pp. 201–215. http://dx.doi.org/10.1007/3-540-44745-8_14

[151] S. M. F. Treavett and M. Chen, “Statistical techniques for the automated synthesis of non-photorealistic images,” in Proc. EGUK, 1997, pp. 201–210.

[152] P. Tresset and F. F. Leymarie, “Generative portrait sketching,” VSMM’05, pp. 739–748, 2005. http://www.doc.gold.ac.uk/aikon/TressetLeymarieVSMM05.pdf

[153] R. Ulichney, Digital Halftoning. The MIT Press, 1987. http://mitpress.mit.edu/catalog/item/default.asp?ttype=2&tid=4433

[154] D. Vanderhaeghe, P. Barla, J. Thollot, and F. X. Sillion, “Dynamic Point Distribution for Stroke-based Rendering,” in Proc. EGSR, 2007, pp. 139–146. http://dx.doi.org/10.2312/EGWR/EGSR07/139-146

[155] J. Wang, S. M. Drucker, M. Agrawala, and M. F. Cohen, “The cartoon animation filter,” ACM Trans. Graph., vol. 25, no. 3, pp. 1169–1173, 2006. http://dx.doi.org/10.1145/1141911.1142010

[156] J. Wang, Y. Xu, H.-Y. Shum, and M. F. Cohen, “Video tooning,” ACM Trans. Graph., vol. 23, no. 3, p. 574, 2004. http://dx.doi.org/10.1145/1015706.1015763

[157] T. Wang, J. Collomosse, D. Slatter, P. Cheatle, and D. Greig, “Video stylization for digital ambient displays of home movies,” in Proc. NPAR, 2010, pp. 137–146. http://dx.doi.org/10.1145/1809939.1809955

[158] L.-Y. Wei and M. Levoy, “Fast texture synthesis using tree-structured vector quantization,” in Proc. SIGGRAPH, 2000, pp. 479–488. http://dx.doi.org/10.1145/344779.345009

[159] J. Weickert, Anisotropic Diffusion in Image Processing. Teubner- Verlag, Germany, 1998. http://www.mia.uni-saarland.de/weickert/book.html

[160] ——, “Coherence-enhancing shock filters,” in DAGM- Symposium. Springer, 2003, pp. 1–8. http://dx.doi.org/10.1007/978-3-540-45243-0_1

[161] F. Wen, Q. Luan, L. Liang, Y.-Q. Xu, and H.-Y. Shum, “Color sketch generation,” in Proc. NPAR, 2006, pp. 47–54. http://dx.doi.org/10.1145/1124728.1124737

[162] J. Willats and F. Durand, “Defining pictorial style: Lessons from linguistics and computer graphics,” Axiomathes, vol. 15, no. 3, pp. 319–351, 2005. http://dx.doi.org/10.1007/s10516-004-5449-7

[163] H. Winnemöller, “XDoG: Advanced image stylization with eXtended difference-of-Gaussians,” in Proc. NPAR, 2011, pp. 147–155. http://dx.doi.org/10.1145/2024676.2024700

[164] H. Winnemöller, S. Olsen, and B. Gooch, “Real-time video abstraction,” in Proc. SIGGRAPH, 2006, pp. 1221–1226. http://dx.doi.org/10.1145/1141911.1142018

[165] X. Xiao and L. Ma, “Gradient-preserving color transfer,” Comput. Graph. Forum, vol. 28, no. 18, pp. 79–86, 2009. http://dx.doi.org/10.1111/j.1467-8659.2009.01566.x

[166] J. Xu and C. S. Kaplan, “Calligraphic packing,” in Proc. GI, 2007, pp. 43–50. http://dx.doi.org/10.1145/1268517.1268527

[167] ——, “Artistic thresholding,” in Proc. NPAR, 2008, pp. 39–47. http://dx.doi.org/10.1145/1377980.1377990

[168] K. Zeng, M. Zhao, C. Xiong, and S.-C. Zhu, “From image parsing to painterly rendering,” ACM Trans. Graph., vol. 29, no. 1, pp. 2:1–11, 2009. http://dx.doi.org/10.1145/1640443.1640445

[169] M. Zhao and S.-C. Zhu, “Sisley the abstract painter,” in Proc. NPAR, 2010, pp. 99–107. http://dx.doi.org/10.1145/1809939.1809951

[170] ——, “Portrait painting using active templates,” in Proc. NPAR, 2011, pp. 117–124. http://dx.doi.org/10.1145/2024676.2024696


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