no code implementations • 10 Apr 2024 • Suleyman Ozdel, Yao Rong, Berat Mert Albaba, Yen-Ling Kuo, Xi Wang
Eye-tracking applications that utilize the human gaze in video understanding tasks have become increasingly important.
no code implementations • 10 Apr 2024 • Suleyman Ozdel, Yao Rong, Berat Mert Albaba, Yen-Ling Kuo, Xi Wang
We introduce the Gaze-guided Action Anticipation algorithm, which establishes a visual-semantic graph from the video input.
1 code implementation • 23 Dec 2020 • Berat Mert Albaba, Sedat Ozer
Recent advances in camera equipped drone applications and their widespread use increased the demand on vision based object detection algorithms for aerial images.
no code implementations • 24 Mar 2020 • Berat Mert Albaba, Yildiray Yildiz
In this paper, a synergistic combination of deep reinforcement learning and hierarchical game theory is proposed as a modeling framework for behavioral predictions of drivers in highway driving scenarios.