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cs.CV2026
SoccerLens: Grounded Soccer Video Understanding Beyond Accuracy
Ismael Elsharkawi, Ahmed Sait, Silvio Giancola +3
Vision-language models (VLMs) have recently shown strong potential in soccer video understanding. However, given the high complexity of soccer videos due to large viewpoint variati…
cs.CV2025
ViG-LRGC: Vision Graph Neural Networks with Learnable Reparameterized Graph Construction
Ismael Elsharkawi, Hossam Sharara, Ahmed Rafea
Image Representation Learning is an important problem in Computer Vision. Traditionally, images were processed as grids, using Convolutional Neural Networks or as a sequence of vis…