3 papers
cs.CV2025
Deep Learning-based Event Data Coding: A Joint Spatiotemporal and Polarity Solution
Abdelrahman Seleem, André F. R. Guarda, Nuno M. M. Rodrigues +1
Neuromorphic vision sensors, commonly referred to as event cameras, generate a massive number of pixel-level events, composed by spatiotemporal and polarity information, thus deman…
cs.CV2024
A Double Deep Learning-based Solution for Efficient Event Data Coding and Classification
Abdelrahman Seleem, André F. R. Guarda, Nuno M. M. Rodrigues +1
Event cameras have the ability to capture asynchronous per-pixel brightness changes, called "events", offering advantages over traditional frame-based cameras for computer vision a…
cs.CV2023
Deep Learning-based Compressed Domain Multimedia for Man and Machine: A Taxonomy and Application to Point Cloud Classification
Abdelrahman Seleem, André F. R. Guarda, Nuno M. M. Rodrigues +1
In the current golden age of multimedia, human visualization is no longer the single main target, with the final consumer often being a machine which performs some processing or co…