Title :
Autonomous Audio-Supported Learning of Visual Classifiers for Traffic Monitoring
Author :
Bischof, Horst ; Godec, Martin ; Leistner, Christian ; Rinner, Bernhard ; Starzacher, Andreas
Author_Institution :
Graz Univ. of Technol., Graz, Austria
Abstract :
In this paper, using acoustic detection and classification of vehicles, the proposed autonomous self-learning framework generates scene adaptive vehicle classifiers without the need to hand label any video data.
Keywords :
acoustic signal processing; road vehicles; traffic engineering computing; acoustic detection; audio-supported learning; autonomous self-learning framework; hand label; traffic monitoring; vehicle classification; audio and video processing; autonomous traffic monitoring; intelligent systems; online learning; vehicle classification;
Journal_Title :
Intelligent Systems, IEEE
DOI :
10.1109/MIS.2010.28
