학술논문
Real-time motion estimation based on event-based vision sensor
Document Type
Conference
Author
Source
2014 IEEE International Conference on Image Processing (ICIP) Image Processing (ICIP), 2014 IEEE International Conference on. :204-208 Oct, 2014
Subject
Language
ISSN
1522-4880
2381-8549
2381-8549
Abstract
Fast and efficient motion estimation is essential for a number of applications including the gesture-based user interface (UI) for portable devices like smart phones. In this paper, we propose a highly efficient method that can estimate four degree of freedom (DOF) motional components of a moving object based on an event-based vision sensor, the dynamic vision sensor (DVS). The proposed method finds informative events occurred at edges and estimates their velocities for global motion analysis. We will also describe a novel method to correct the aperture problem in the motion estimation.