A real-time system for classification of moving objects

Abstract

The paper describes a system for moving object classification. Being restricted by real-time system constraints we found a small set of features, characterizing object shape and motion dynamics. The system was tested on a large movie database including more than 100 image sequences showing people, animals, vehicles and plants in motion. The SVM classifier was used in our system, yielding very good classification results.