Sensor Fusion Method of Distance Data and Image Data with Data Vagueness for Objects Detection

This paper presents a sensor fusion algorithm for obstacle detection in which objects with a possibility index of existence are detected. It describes experiments in which pedestrians and vehicles were detected using a laser range finder. Results indicate that the algorithm is effective involving problems of under-detection and over-detection.