13 citations · 25 across the 3 of their papers we have counts for
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cs.CV2023
Leveraging Driver Field-of-View for Multimodal Ego-Trajectory Prediction
M. Eren Akbiyik, Nedko Savov, Danda Pani Paudel +5
Understanding drivers' decision-making is crucial for road safety. Although predicting the ego-vehicle's path is valuable for driver-assistance systems, existing methods mainly foc…
cs.CV2023★ 12 cited
Data Augmentation in Training CNNs: Injecting Noise to Images
M. Eren Akbiyik
Noise injection is a fundamental tool for data augmentation, and yet there is no widely accepted procedure to incorporate it with learning frameworks. This study analyzes the effec…