The data conundrum: compression of automotive imaging data and deep neural network based perception. - Pak Hung Chan; Georgina Souvalioti; Anthony Huggett; Graham Kirsch; Valentina Donzella (LIM, 2021)

Influence of AVC and HEVC compression on detection of vehicles through Faster R-CNN. - Pak Hung Chan; Anthony Huggett; Georgina Souvalioti; Paul Jennings; Valentina Donzella (IV, 2024)

Lightweight RAW Object Detection for Automated Driving. - Georgia Souvalioti; Abhishek Goswami; Aru Ranjan Singh; Kurt Debattista; Valentina Donzella (IV, 2025)