24 citations · 50 across the 6 of their papers we have counts for
5 papers · 1 filter
Perceptually Aligned Evaluation of Style Transfer
Yang Deng, Eleftherios Ioannou, David Mould +3
Style transfer lacks a reliable evaluation standard: ground truth is inherently ill-defined, and existing automatic metrics often fail to reflect human preference. This paper intro…
PQDAST: Depth-Aware Arbitrary Style Transfer for Games via Perceptual Quality-Guided Distillation
Eleftherios Ioannou, Steve Maddock
Artistic style transfer is concerned with the generation of imagery that combines the content of an image with the style of an artwork. In the realm of computer games, most work ha…
Evaluation in Neural Style Transfer: A Review
Eleftherios Ioannou, Steve Maddock
The field of Neural Style Transfer (NST) has witnessed remarkable progress in the past few years, with approaches being able to synthesize artistic and photorealistic images and vi…
Neural Style Transfer for Computer Games
Eleftherios Ioannou, Steve Maddock
Neural Style Transfer (NST) research has been applied to images, videos, 3D meshes and radiance fields, but its application to 3D computer games remains relatively unexplored. Whil…
Depth-aware Neural Style Transfer using Instance Normalization
Eleftherios Ioannou, Steve Maddock
Neural Style Transfer (NST) is concerned with the artistic stylization of visual media. It can be described as the process of transferring the style of an artistic image onto an or…