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Photogrowth: non-photorealistic renderings through ant paintings

Published: 07 July 2012 Publication History

Abstract

We introduce photogrowth, an evolutionary approach to the production of non-photorealistic renderings of images. The painting algorithm - inspired by ant colony approaches - is described and explained, giving emphasis to its novel aspects: the evolution of the sensory parameters of the ants; the production of resolution independent images; the rendering lines of variable width. The experimental results highlight the range of imagery that can be evolved by the system and show the potential of the approach for the production of large-format artworks.

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Cited By

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  • (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
  • (2022)Fast robotic pencil drawing based on image evolution by means of genetic algorithmRobotics and Autonomous Systems10.1016/j.robot.2021.103912148:COnline publication date: 1-Feb-2022
  • (2021)Evolutionary Image Transition and Painting Using Random WalksEvolutionary Computation10.1162/evco_a_0027028:4(643-675)Online publication date: 25-Feb-2021
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      cover image ACM Conferences
      GECCO '12: Proceedings of the 14th annual conference on Genetic and evolutionary computation
      July 2012
      1396 pages
      ISBN:9781450311779
      DOI:10.1145/2330163
      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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      Publication History

      Published: 07 July 2012

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      Author Tags

      1. ant colony
      2. evolutionary art
      3. non-photorealistic rendering

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      GECCO '12
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      GECCO '12: Genetic and Evolutionary Computation Conference
      July 7 - 11, 2012
      Pennsylvania, Philadelphia, USA

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      Cited By

      View all
      • (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
      • (2022)Fast robotic pencil drawing based on image evolution by means of genetic algorithmRobotics and Autonomous Systems10.1016/j.robot.2021.103912148:COnline publication date: 1-Feb-2022
      • (2021)Evolutionary Image Transition and Painting Using Random WalksEvolutionary Computation10.1162/evco_a_0027028:4(643-675)Online publication date: 25-Feb-2021
      • (2021)ConclusionSwarm Systems in Art and Architecture10.1007/978-981-16-4357-6_7(103-127)Online publication date: 20-Oct-2021
      • (2021)System OutputSwarm Systems in Art and Architecture10.1007/978-981-16-4357-6_4(41-65)Online publication date: 20-Oct-2021
      • (2021)ModelSwarm Systems in Art and Architecture10.1007/978-981-16-4357-6_3(15-39)Online publication date: 20-Oct-2021
      • (2020)Generative Art with Swarm LandscapesEntropy10.3390/e2211128422:11(1284)Online publication date: 12-Nov-2020
      • (2019)Artificial life based on boids model and evolutionary chaotic neural networks for creating artworksSwarm and Evolutionary Computation10.1016/j.swevo.2017.09.00347(80-88)Online publication date: Jun-2019
      • (2015)Generating art tile patterns using genetic algorithm2015 4th Iranian Joint Congress on Fuzzy and Intelligent Systems (CFIS)10.1109/CFIS.2015.7391652(1-4)Online publication date: Sep-2015
      • (2015)Artistic image processing with cellular automata and evolutionary algorithms2015 IEEE Congress on Evolutionary Computation (CEC)10.1109/CEC.2015.7257150(2153-2159)Online publication date: May-2015

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