Genetic Programming for Non-Photorealistic Rendering

This thesis focuses on developing an evolutionary art system using genetic programming. The main goal is to produce new forms of evolutionary art that filter existing images into new non-photorealistic (NPR) styles, by obtaining images that look like traditional media such as watercolor or pencil, as well as brand new effects. The approach permits GP to generate creative forms of NPR results. The GP language is extended with different techniques and methods inspired from NPR research such as colour mixing expressions, image processing filters and painting algorithm. Colour mixing is a major new contribution, as it enables many familiar and innovative NPR effects to arise. Another major innovation is that many GP functions process the canvas (rendered image), while is dynamically changing. Automatic fitness scoring uses aesthetic evaluation models and statistical analysis, and multi-objective fitness evaluation is used. Results showed a variety of NPR effects, as well as new, creative possibilities.

Artists Rendering of Isobel Price

Artist’s rendering in colour of Isobel Price in an oval frame with a hook at the top and a section at the back which contains a lock of hair. This painting was done by Gerald Sinclair Hayward who was a renowned artist whose work was displayed at an exhibition in New York in 1899. He painted Theodore Roosevelt, William K. Vanderbilt and members of the ruling families of Britain, Germany and Russia. The frame is enclosed in a folding case lined with velvet and silk. The silk is quite worn. The outside of the case appears to be leather and has a stand for setting it upright. It closes with a metal latch. This is accompanied by a note by R. Band.

Receipt from the Bell Telephone Co. for telephone apparatus at Ontario Street

Receipt from the Bell Telephone Co. for telephone apparatus at Ontario Street, Jan 9, 1887.