Browsing Scopus İndeksli Yayınlar Koleksiyonu by Author "Akgül, Yusuf Sinan"
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Action Recognition Using Random Forest Prediction with Combined Pose-based and Motion-based Features
Ar, İlktan; Akgül, Yusuf Sinan (IEEE, 2013)In this paper we propose a novel human action recognition system that uses random forest prediction with statistically combined pose-based and motion-based features. Given a set of training and test image sequences (videos) ... -
A Computerized Recognition System for the Home-Based Physiotherapy Exercises Using an RGBD Camera
Ar, İlktan; Akgül, Yusuf Sinan (IEEE, 2014)Computerized recognition of the home based physiotherapy exercises has many benefits and it has attracted considerable interest among the computer vision community. However most methods in the literature view this task as ... -
A framework for combined recognition of actions and objects
Ar, İlktan; Akgül, Yusuf Sinan (Springer-Verlag Berlin, 2012)This paper proposes a novel approach to recognize actions and objects within the context of each other. Assuming that the different actions involve different objects in image sequences and there is one-to-one relation ... -
A monitoring system for home-based physiotherapy exercises
Ar, İlktan; Akgül, Yusuf Sinan (2013)This paper describes a robust low-cost vision based monitoring system for home-based physical therapy exercises (HPTE). Our system contains two different modules. The first module achieves exercise recognition by building ...