Search Results for author: Matt Poyser

Found 3 papers, 1 papers with code

Does lossy image compression affect racial bias within face recognition?

no code implementations16 Aug 2022 Seyma Yucer, Matt Poyser, Noura Al Moubayed, Toby P. Breckon

Yes - This study investigates the impact of commonplace lossy image compression on face recognition algorithms with regard to the racial characteristics of the subject.

Face Recognition Image Compression

On the Impact of Lossy Image and Video Compression on the Performance of Deep Convolutional Neural Network Architectures

no code implementations28 Jul 2020 Matt Poyser, Amir Atapour-Abarghouei, Toby P. Breckon

Recent advances in generalized image understanding have seen a surge in the use of deep convolutional neural networks (CNN) across a broad range of image-based detection, classification and prediction tasks.

Action Recognition Image Compression +7

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