Search Results for author: Berat Mert Albaba

Found 4 papers, 1 papers with code

A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos

no code implementations10 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.

Activity Recognition Gaze Prediction +1

Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention

no code implementations10 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.

Action Anticipation Graph Neural Network +2

SyNet: An Ensemble Network for Object Detection in UAV Images

1 code implementation23 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.

Object object-detection +1

Driver Modeling through Deep Reinforcement Learning and Behavioral Game Theory

no code implementations24 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.

Autonomous Vehicles reinforcement-learning +2

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