• DocumentCode
    2218625
  • Title

    From pherographia to color pherographia: Color sketching with artificial ants

  • Author

    Fernandes, Carlos M. ; Isidoro, Carlos ; Barata, Fábio ; Rosa, Agostinho C. ; Merelo, Juan Julián

  • Author_Institution
    Dept. of Electrotech. Eng., Tech. Univ. of Lisbon, Lisbon, Portugal
  • fYear
    2011
  • fDate
    5-8 June 2011
  • Firstpage
    1124
  • Lastpage
    1131
  • Abstract
    Ant algorithms are known to return effective results in those problems that may be reduced to finding paths through a graph. However, this class of bio-inspired heuristics have raised the interest of the artistic community as well, namely of the artists that work on the blurred border between art and science. This paper describes an extension of an ant algorithm that, although has been designed as an edge detection tool and a model for collective perception, has also been used for creating artworks that were exhibited to a heterogeneous audience. The algorithm is a self-organized and stigmergic social insects´ model that is able to evolve lines along the contours of an image, in a decentralized and local manner. The result is the emergence of global patterns called pheromone maps. These maps which were later named with the term pherographia are grayscale sketches of the original black-and-white image on top of which the model evolves. This work goes beyond grayscale images and addresses colored pherographia, by proposing several image transformation and border selection methods based on behavioral variations of the basic algorithm.
  • Keywords
    art; artificial intelligence; edge detection; graph theory; image colour analysis; optimisation; artificial ant algorithm; artistic community; artworks; black-and-white image; border selection method; collective perception; color pherographia; color sketching; edge detection tool; graph theory; grayscale sketches; heterogeneous audience; image contours; image transformation; pheromone maps; self-organized algorithm; stigmergic social insect model; Art; Equations; Gray-scale; Image color analysis; Image edge detection; Mathematical model; Photography; Ant Algorithms; Artificial Art; Pherographia;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation (CEC), 2011 IEEE Congress on
  • Conference_Location
    New Orleans, LA
  • ISSN
    Pending
  • Print_ISBN
    978-1-4244-7834-7
  • Type

    conf

  • DOI
    10.1109/CEC.2011.5949743
  • Filename
    5949743