9 citations · 15 across the 5 of their papers we have counts for
6 papers
Moving by Looking: Towards Vision-Driven Avatar Motion Generation
Markos Diomataris, Berat Mert Albaba, Giorgio Becherini +3
The way we perceive the world fundamentally shapes how we move, whether it is how we navigate in a room or how we interact with other humans. Current human motion generation method…
A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos
Suleyman Ozdel, Yao Rong, Berat Mert Albaba +3
Eye-tracking applications that utilize the human gaze in video understanding tasks have become increasingly important. To effectively automate the process of video analysis based o…
Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention
Suleyman Ozdel, Yao Rong, Berat Mert Albaba +3
Humans utilize their gaze to concentrate on essential information while perceiving and interpreting intentions in videos. Incorporating human gaze into computational algorithms can…
SyNet: An Ensemble Network for Object Detection in UAV Images
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 detection…
Driver Modeling through Deep Reinforcement Learning and Behavioral Game Theory
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 hi…
Modeling Cyber-Physical Human Systems via an Interplay Between Reinforcement Learning and Game Theory
Mert Albaba, Yildiray Yildiz
Predicting the outcomes of cyber-physical systems with multiple human interactions is a challenging problem. This article reviews a game theoretical approach to address this issue,…