Paint by numbers: abstract image representations
SIGGRAPH '90 Proceedings of the 17th annual conference on Computer graphics and interactive techniques
Processing images and video for an impressionist effect
Proceedings of the 24th annual conference on Computer graphics and interactive techniques
Painterly rendering with curved brush strokes of multiple sizes
Proceedings of the 25th annual conference on Computer graphics and interactive techniques
An algorithm for automatic painterly rendering based on local source image approximation
NPAR '00 Proceedings of the 1st international symposium on Non-photorealistic animation and rendering
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Artistic Vision: painterly rendering using computer vision techniques
NPAR '02 Proceedings of the 2nd international symposium on Non-photorealistic animation and rendering
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Learning with Genetic Algorithms: An Overview
Machine Learning
CGI '01 Computer Graphics International 2001
Random Paintbrush Transformation
ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 3
A Trainable Low-level Feature Detector
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 1 - Volume 01
Empathic painting: interactive stylization through observed emotional state
Proceedings of the 4th international symposium on Non-photorealistic animation and rendering
Structure-preserving manipulation of photographs
Proceedings of the 5th international symposium on Non-photorealistic animation and rendering
NPAR '08 Proceedings of the 6th international symposium on Non-photorealistic animation and rendering
Animated drawings rendered by genetic programming
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Evolutionary pointillist modules: evolving assemblages of 3D objects
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Supervised genetic search for parameter selection in painterly rendering
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Evolving artistic styles through visual dialogues
EvoCOMNET'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part II
Photogrowth: non-photorealistic renderings through ant paintings
Proceedings of the 14th annual conference on Genetic and evolutionary computation
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The contribution of this paper is a novel non-photorealistic rendering (NPR) algorithm for rendering real images in an impasto painterly style. We argue that figurative artworks are salience maps, and develop a novel painting algorithm that uses a genetic algorithm (GA) to search the space of possible paintings for a given image, so approaching an “optimal” artwork in which salient detail is conserved and non-salient detail is attenuated. We demonstrate the results of our technique on a wide range of images, illustrating both the improved control over level of detail due to our salience adaptive painting approach, and the benefits gained by subsequent relaxation of the painting using the GA.