Digital Art

Evolutionary Image Transition

Aneta Neumann, Bradley Alexander, Frank Neumann (2016): Evolutionary Image Transition Based on Theoretical Insights of Random Processes.
CoRR abs/1604.06187

start — Starting image (left) and target image (right)

target — Starting image (left) and target image (right)

(1+1) EA with Asymmetric Mutation

5000 generations — Asymmetric mutation at 12.5%, 37.5%, 62.5%, 87.5% pixels of target image.

15000 generations — Asymmetric mutation at 12.5%, 37.5%, 62.5%, 87.5% pixels of target image.

Video

Uniform Random Walk Mutation

5000 generations — Uniform random walk mutation at 12.5%, 37.5%, 62.5%, 87.5% pixels of target image.

15000 generations — Uniform random walk mutation at 12.5%, 37.5%, 62.5%, 87.5% pixels of target image.

Video

Biased Random Walk Mutation

5000 generations — Biased random walk mutation at 12.5%, 37.5%, 62.5%, 87.5% pixels of target image.

15000 generations — Biased random walk mutation at 12.5%, 37.5%, 62.5%, 87.5% pixels of target image.

Video

Combination of Asymmetric Mutation and Uniform Random Walk Mutation

5000 generations — Combination of asymmetric mutation and uniform random walk mutation at 12.5%, 37.5%, 62.5%, 87.5% pixels of target image.

15000 generations — Combination of asymmetric mutation and uniform random walk mutation at 12.5%, 37.5%, 62.5%, 87.5% pixels of target image.

Video

Combination of Asymmetric Mutation and Biased Random Walk Mutation

5000 generations — Combination of asymmetric mutation and biased random walk mutation at 12.5%, 37.5%, 62.5%, 87.5% pixels of target image.

15000 generations — Combination of asymmetric mutation and biased random walk mutation at 12.5%, 37.5%, 62.5%, 87.5% pixels of target image.

Video

Uniform Random Walk

5000 generations — Uniform random walk at 12.5%, 37.5%, 62.5%, 87.5% pixels of target image.

15000 generations — Uniform random walk at 12.5%, 37.5%, 62.5%, 87.5% pixels of target image.

Video

Biased Random Walk

5000 generations — Biased random walk at 12.5%, 37.5%, 62.5%, 87.5% pixels of target image.

15000 generations — Biased random walk at 12.5%, 37.5%, 62.5%, 87.5% pixels of target image.

Video