22 citations · 97 across the 19 of their papers we have counts for
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cs.CV2024
Self-Supervised Contrastive Learning for Videos using Differentiable Local Alignment
Keyne Oei, Amr Gomaa, Anna Maria Feit +1
Robust frame-wise embeddings are essential to perform video analysis and understanding tasks. We present a self-supervised method for representation learning based on aligning temp…
cs.CV2023★ 7 cited
It's all about you: Personalized in-Vehicle Gesture Recognition with a Time-of-Flight Camera
Amr Gomaa, Guillermo Reyes, Michael Feld
Despite significant advances in gesture recognition technology, recognizing gestures in a driving environment remains challenging due to limited and costly data and its dynamic, ev…
cs.CV2023★ 3 cited
SynthoGestures: A Novel Framework for Synthetic Dynamic Hand Gesture Generation for Driving Scenarios
Amr Gomaa, Robin Zitt, Guillermo Reyes +1
Creating a diverse and comprehensive dataset of hand gestures for dynamic human-machine interfaces in the automotive domain can be challenging and time-consuming. To overcome this…