id: 06095254
dt: a
an: 06095254
au: Machado, Penousal; Correia, João; Romero, Juan
ti: Expression-based evolution of faces.
so: Machado, Penousal (ed.) et al., Evolutionary and biologically inspired
    music, sound, art and design. First international conference, EvoMUSART
    2012, Málaga, Spain, April 11‒13, 2012. Proceedings. Berlin:
    Springer (ISBN 978-3-642-29141-8/pbk). Lecture Notes in Computer
    Science 7247, 187-198 (2012).
py: 2012
pu: Berlin: Springer
la: EN
cc: 
ut: evolutionary art; automatic fitness assignment; face detection
ci: 
li: doi:10.1007/978-3-642-29142-5_17
ab: Summary: The combination of a classifier system with an evolutionary image
    generation engine is explored. The framework is instantiated using an
    off-the-shelf face detection system and a general purpose,
    expression-based, genetic programming engine. By default, the
    classifier returns a binary output, which is inadequate to guide
    evolution. By retrieving information provided by intermediate results
    of the classification task, it became possible to develop a suitable
    fitness function. The experimental results show the ability of the
    system to evolve images that are classified as faces. A subjective
    analysis also reveals the unexpected nature and artistic potential of
    the evolved images.
rv: