Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/1357054.1357328acmconferencesArticle/Chapter ViewAbstractPublication PageschiConference Proceedingsconference-collections
research-article

Picbreeder: evolving pictures collaboratively online

Published: 06 April 2008 Publication History

Abstract

Picbreeder is an online service that allows users to collaboratively evolve images. Like in other Interactive Evolutionary Computation (IEC) programs, users evolve images on Picbreeder by selecting ones that appeal to them to produce a new generation. However, Picbreeder also offers an online community in which to share these images, and most importantly, the ability to continue evolving others' images. Through this process of branching from other images, and through continually increasing image complexity made possible by the NeuroEvolution of Augmenting Topologies (NEAT) algorithm, evolved images proliferate unlike in any other current IEC systems. Participation requires no explicit talent from the users, thereby opening Picbreeder to the entire Internet community. This paper details how Picbreeder encourages innovation, featuring images that were collaboratively evolved.

References

[1]
"Living image project," http://www.w-shadow.com/li/, 2006-2007.
[2]
"Apophysis," http://www.apophysis.org, 2007.
[3]
"Picbreeder," http://www.picbreeder.org/, 2007.
[4]
"Sourceforge," http://sourceforge.net/, 2007.
[5]
"Wikipedia," http://www.wikipedia.org/, 2007.
[6]
J. Balogh, G. Dubbin, M. Do, and K. O. Stanley, "Dance evolution," in Proceedings of the Twenty-Second National Conference on Artificial Intelligence (AAAI-07) AI Video Competition. Menlo Park, CA: AAAI Press, 2007.
[7]
P. J. Bentley and S. Kumar, "The ways to grow designs: A comparison of embryogenies for an evolutionary design problem," in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-1999), 1999, pp. 35--43.
[8]
J. Biles, "Genjam: A genetic algorithm for generating jazz solos," in International Computer Music Conference, 1994, pp. 131--137.
[9]
V. C. L. Collaborative User Experience, "Many eyes," http://services.alphaworks.ibm.com/manyeyes/app, 2007.
[10]
R. Dawkins, The Blind Watchmaker. Essex, U.K.: Longman, 1986.
[11]
M. Fagerlund, "DelphiNEAT homepage," http://www.cambrianlabs.com/mattias/DelphiNEAT/, 2003--2006.
[12]
---, "DelphiNEAT-based genetic art homepage," http://www.cambrianlabs.com/mattias/GeneticArt/, 2005.
[13]
H. Ferstl, "SharpNEAT-based genetic art homepage," http://www.cs.ucf.edu/~kstanley/GenArt.zip, 2006.
[14]
J. Grudin, "Computer-supported cooperative work: Its history and participation," Computer, vol. 27, no. 4, pp. 19--26, 1994.
[15]
---, "Groupware and social dynamics: Eight challenges for developers," Communications of the ACM, vol. 37, no. 1, pp. 93--104, 1994.
[16]
S. Hammond, "Imagebreeder," http://www.imagebreeder.com/, 2007.
[17]
E. Hastings, R. Guha, and K. O. Stanley, "Neat particles: Design, representation, and animation of particle system effects," in Proceedings of the IEEE Symposium on Computational Intelligence and Games (CIG-07). Piscataway, NJ: IEEE Press, 2007.
[18]
G. S. Hornby and J. B. Pollack, "Creating high-level components with a generative representation for body-brain evolution," Artificial Life, vol. 8, no. 3, 2002.
[19]
S. Jorda, "Faust music on line: An approach to real-time collective composition," Leonardo Music Journal, vol. 9, no. 5, pp. 5--12, 1999.
[20]
K. Krause, "Kai's power tools 3," {Software}, 1996.
[21]
W. B. Langdon, "Pfeiffer - A distributed open-ended evolutionary system," in AISB'05: Proceedings of the Joint Symposium on Socially Inspired Computing (METAS 2005), B. Edmonds, N. Gilbert, S. Gustafson, D. Hales, and N. Krasnogor, Eds., 2005, pp. 7--13.
[22]
A. P. Martin, "Increasing genomic complexity by gene duplication and the origin of vertebrates," The American Naturalist, vol. 154, no. 2, pp. 111--128, 1999.
[23]
S. Rooke, Eons of Genetically Evolved Algorithmic Images. Morgan Kaufmann, 2002, ch. 13, pp. 339--365.
[24]
K. Sims, "Artificial evolution for computer graphics," in Proceedings of the 18th Annual Conference on Computer Graphics and Interactive Techniques (SIGGRAPH '91). New York, NY: ACM Press, 1991, pp. 319--328.
[25]
---, "Genetic images interactive exhibit," Centre Georges Pompidou Revue Virtuelle Notebook, vol. 5, 1993.
[26]
---, "Galapagos interactive exhibit, Decordova Museum, Lincoln, MA," http://www.genarts.com/karl/geneticimages, Lincoln, MA, 1997.
[27]
J. R. Smith, "Designing biomorphs with an interactive genetic algorithm," in Proceedings of the 4th International Conference on Genetic Algorithms (ICGA-91), R. K. Belew and L. B. Booker, Eds. San Mateo, CA: Morgan Kaufmann, July 1991, pp. 535--538.
[28]
K. O. Stanley, "Exploiting regularity without development," in Proceedings of the AAAI Fall Symposium on Developmental Systems. Menlo Park, CA: AAAI Press, 2006.
[29]
---, "Compositional pattern producing networks: A novel abstraction of development," Genetic Programming and Evolvable Machines Special Issue on Developmental Systems, vol. 8, no. 2, pp. 131--162, 2007.
[30]
K. O. Stanley and R. Miikkulainen, "Evolving neural networks through augmenting topologies," Evolutionary Computation, vol. 10, pp. 99--127, 2002.
[31]
---, "A taxonomy for artificial embryogeny," Artificial Life, vol. 9, no. 2, pp. 93--130, 2003.
[32]
---, "Competitive coevolution through evolutionary complexification," vol. 21, pp. 63--100, 2004.
[33]
S. R. Szumlanski, A. S. Wu, and C. E. Hughes, "Conflict resolution and a framework for collaborative interactive evolution," in Proc. of the 21st National Conf. on Artificial Intelligence (AAAI). AAAI Press, 2006, pp. 512--517.
[34]
H. Takagi, "Interactive evolutionary computation: Fusion of the capacities of EC optimization and human evaluation, Proceedings of the IEEE, vol. 89, no. 9, pp. 1275--1296, 2001.
[35]
S. Todd and W. Latham, Evolutionary Art and Computers. London: Academic Press, 1992.

Cited By

View all
  • (2024)PositionProceedings of the 41st International Conference on Machine Learning10.5555/3692070.3692896(20597-20616)Online publication date: 21-Jul-2024
  • (2024)PromptbreederProceedings of the 41st International Conference on Machine Learning10.5555/3692070.3692611(13481-13544)Online publication date: 21-Jul-2024
  • (2024)Generative Models for the Psychology of Art and AestheticsEmpirical Studies of the Arts10.1177/02762374241288696Online publication date: 7-Oct-2024
  • Show More Cited By

Recommendations

Comments

Information & Contributors

Information

Published In

cover image ACM Conferences
CHI '08: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
April 2008
1870 pages
ISBN:9781605580111
DOI:10.1145/1357054
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]

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 06 April 2008

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. collaborative interactive evolution
  2. interactive evolutionary computation

Qualifiers

  • Research-article

Conference

CHI '08
Sponsor:

Acceptance Rates

CHI '08 Paper Acceptance Rate 157 of 714 submissions, 22%;
Overall Acceptance Rate 6,199 of 26,314 submissions, 24%

Upcoming Conference

CHI 2025
ACM CHI Conference on Human Factors in Computing Systems
April 26 - May 1, 2025
Yokohama , Japan

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)73
  • Downloads (Last 6 weeks)12
Reflects downloads up to 13 Jan 2025

Other Metrics

Citations

Cited By

View all
  • (2024)PositionProceedings of the 41st International Conference on Machine Learning10.5555/3692070.3692896(20597-20616)Online publication date: 21-Jul-2024
  • (2024)PromptbreederProceedings of the 41st International Conference on Machine Learning10.5555/3692070.3692611(13481-13544)Online publication date: 21-Jul-2024
  • (2024)Generative Models for the Psychology of Art and AestheticsEmpirical Studies of the Arts10.1177/02762374241288696Online publication date: 7-Oct-2024
  • (2024)Language Model Crossover: Variation through Few-Shot PromptingACM Transactions on Evolutionary Learning and Optimization10.1145/36947914:4(1-40)Online publication date: 5-Sep-2024
  • (2024)Evolutionary Art and Design in the Machine Learning EraProceedings of the Genetic and Evolutionary Computation Conference Companion10.1145/3638530.3648408(1460-1501)Online publication date: 14-Jul-2024
  • (2024)Baba is Y'all 2.0: Design and Investigation of a Collaborative Mixed-Initiative SystemIEEE Transactions on Games10.1109/TG.2022.322352716:1(75-89)Online publication date: Mar-2024
  • (2024)A Framework for Generating Images and Hashtags for Social Media Posts for Artificial Influencers2024 IEEE 7th International Conference on Multimedia Information Processing and Retrieval (MIPR)10.1109/MIPR62202.2024.00014(42-48)Online publication date: 7-Aug-2024
  • (2024)A comprehensive survey on interactive evolutionary computation in the first two decades of the 21st centuryApplied Soft Computing10.1016/j.asoc.2024.111950164(111950)Online publication date: Oct-2024
  • (2024)Evolutionary ComputationAI Versus Epidemics10.1007/978-3-031-64373-6_2(5-20)Online publication date: 25-Sep-2024
  • (2024)MAP-Elites with Transverse Assessment for Multimodal Problems in Creative DomainsArtificial Intelligence in Music, Sound, Art and Design10.1007/978-3-031-56992-0_26(401-417)Online publication date: 29-Mar-2024
  • Show More Cited By

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media