Title :
Comparison of trajectories formed with kinect motion capture data
Author :
Sen, Mehmed Oguz ; Erturkler, Metin
Author_Institution :
Bilgisayar Muhendisligi Bolumu, Inonu Univ., Malatya, Turkey
Abstract :
Motion capture is the process of recording people or object movements. Generally, marker based systems are used for this process. In these systems, motion data is acquired by placing markers on certain points on the object whose motion is going to be captured. However preserving markers´ positions on the object, dependency on the object, high cost and requirement of specially designed workspace causes difficulties in usage. In recent years, development of motion sensing camera systems like Microsoft Kinect became an alternative of marker based systems. In this study, Fréchet distance algorithm is suggested for similarity measurement of movement trajectories that are formed by motion capture data acquired using Microsoft Kinect cameras. Measurement of movement similarity is crucial for certain applications. (activity recognition, object classification, path finding for humanoid robots etc).
Keywords :
cameras; image capture; image matching; image sensors; motion estimation; Frechet distance algorithm; Kinect motion capture data; Microsoft Kinect cameras; marker based systems; motion sensing camera systems; object movement recording process; people movement recording process; similarity measurement; Cameras; Computer vision; Conferences; Robot sensing systems; Three-dimensional displays; Trajectory; Fréchet distance; Kinect; curve matching; curve similarity; motion capture;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2015 23th
Conference_Location :
Malatya
DOI :
10.1109/SIU.2015.7130433