Applications to image/signal processing and analysis have been studied since the very early years in the history of Evolutionary Computation up to a degree of popularity which has allowed terms like Evolutionary Computer Vision (ECV) and Evolutionary Image Processing (EIP) to become common among researchers. Within these fields, the role of EC has gone well beyond basic optimization of the parameters of traditional Computer Vision (CV) or Image Processing (IP) algorithms or mere use within those algorithms which comprise an optimization stage anyway. This paper, far from having the pretence of making an exhaustive review, tries to sketch the motivations behind the success of ECV/EIP, the present status of research in such a field, and a personal view of its possible developments in the near future, based on the authors' more than 20-year long direct experience.

Evolutionary computer vision and image processing: Some FAQs, current challenges and future perspectives / Cagnoni, S; Zhang, M. - ELETTRONICO. - (2016), pp. 1267-1271. ((Intervento presentato al convegno IEEE Congress on Evolutionary Computation, CEC 2016 tenutosi a Vancouver, Canada nel 24 July 2016 through 29 July 2016 [10.1109/CEC.2016.7743933].

Evolutionary computer vision and image processing: Some FAQs, current challenges and future perspectives

CAGNONI, Stefano;
2016

Abstract

Applications to image/signal processing and analysis have been studied since the very early years in the history of Evolutionary Computation up to a degree of popularity which has allowed terms like Evolutionary Computer Vision (ECV) and Evolutionary Image Processing (EIP) to become common among researchers. Within these fields, the role of EC has gone well beyond basic optimization of the parameters of traditional Computer Vision (CV) or Image Processing (IP) algorithms or mere use within those algorithms which comprise an optimization stage anyway. This paper, far from having the pretence of making an exhaustive review, tries to sketch the motivations behind the success of ECV/EIP, the present status of research in such a field, and a personal view of its possible developments in the near future, based on the authors' more than 20-year long direct experience.
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11381/2824788
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