Title :
Fast Metric Multi-Object Vehicle Tracking for Dynamical Environment Comprehension
Author :
Francisco A.R. Alencar;Carlos Massera Filho;Daniela A. Ridel;Denis F. Wolf
Author_Institution :
Mobile Robot. Lab., Univ. of Sao Paulo, Sao Carlos, Brazil
Abstract :
Tracking can be defined as the problem of estimating the trajectory of an object in image sequence as it moves around a scene. In other words, a tracker assigns consistent labels to the tracked objects in different frames of a video. One of the most widely used technique to this task is the Kalman filter. This paper presents a car tracker using Kalman filter and optical flow, which shows excellent results and low processing time.
Keywords :
"Vehicles","Mathematical model","Optical imaging","Cameras","Tracking","Kalman filters","Adaptive optics"
Conference_Titel :
Robotics Symposium (LARS) and 2015 3rd Brazilian Symposium on Robotics (LARS-SBR), 2015 12th Latin American
DOI :
10.1109/LARS-SBR.2015.60