Multiple object tracking by scale space representation of objects, method of linear assignment, and kalman filter

Document Type

Book Chapter

Publication Title

Computer Vision: Concepts, Methodologies, Tools, and Applications

Abstract

This chapter presents a multi-object tracking system using scale space representation of objects, the method of linear assignment and Kalman filter. In this chapter basically two very prominent problems of multi object tracking have been resolved; the two prominent problems are (i) irrespective of the size of the objects, tracking all the moving objects simultaneously and (ii) tracking of objects under partial and/or complete occlusion. The primary task of tracking multiple objects is performed by the method of linear assignment for which few cost parameters are computed depending upon the extracted features of moving objects in video scene. In the feature extraction phase scale space representation of objects have been used. Tracking of occluded objects is performed by Kalman filter.

First Page

800

Last Page

823

DOI

10.4018/978-1-5225-5204-8.ch032

Publication Date

1-1-2018

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