Eleftherios Ioannou

Profile

I'm a researcher in Computer Vision and I have completed my PhD at the Computer Vision Research Group of the University of Sheffield under the supervision of  Dr Steve Maddock. My research's underlying topic is Style Transfer which can be defined as the process of transferring the style of one image onto an input content image.

I'm interested in neural style transfer, computer vision, computer graphics, machine learning, image processing, computer games and augmented/virtual reality. During my PhD, I explored the utilization of depth and other data to improve the quality of artistic style transfer models. I am also intrigued by the intersection of computer science and art and I have studied computational aesthetics and computational creativity. I also have a deep interest in generative techniques and especially methods that can be utilized for synthesizing art (e.g., diffusion, GANs).

https://ioannoue.github.io/

Publications

A Synthetic Dataset for Semantic Segmentation of Waterbodies in Out-of-Distribution Situations

A Synthetic Dataset for Semantic Segmentation of Waterbodies in Out-of-Distribution Situations

Eleftherios Ioannou, Sainath Thalatam, Serban Georgescu

Nature Scientific Data 2024

Evaluation in Neural Style Transfer: A Review

Evaluation in Neural Style Transfer: A Review

Eleftherios Ioannou, Steve Maddock

Computer Graphics Forum 2024

Towards Real-time G-buffer-Guided Style Transfer in Computer Games

Towards Real-time G-buffer-Guided Style Transfer in Computer Games

Eleftherios Ioannou, Steve Maddock

IEEE Transactions on Games 2024

Neural Style Transfer for Computer Games

Neural Style Transfer for Computer Games

Eleftherios Ioannou, Steve Maddock

BMVC 2023 (CVG Workshop)

Depth-aware Neural Style Transfer for Videos

Depth-aware Neural Style Transfer for Videos

Eleftherios Ioannou, Steve Maddock

Computers 2023

Depth-aware Neural Style Transfer using Instance Normalization

Depth-aware Neural Style Transfer using Instance Normalization

Eleftherios Ioannou, Steve Maddock

CGVC 2022

Breathing life into statues using Augmented Reality

Breathing life into statues using Augmented Reality

Eleftherios Ioannou, Steve Maddock

CGVC 2020

Through the eyes of Teachers or Students?

Through the eyes of Teachers or Students?

Christos Kyrlitsias, Eleftherios Ioannou, Kalliopi-Evangelia Stavroulia, Despina Michael Grigoriou, Andreas Lanitis

CASA 2023

Augmented Reality Cultural Route at the Xeros River Valley, Larnaca, Cyprus

Augmented Reality Cultural Route at the Xeros River Valley, Larnaca, Cyprus

Eleftherios Ioannou, Andreas Lanitis, Athanasios K Vionis, Giorgos Papantoniou, Niki Savvides

Euro-Mediterranean Conference, 2020