Title :
Vehicle dimensions estimation scheme using AAM on stereoscopic video
Author :
Ratajczak, Robert ; Grajek, Tomasz ; Wegner, Krzysztof ; Klimaszewski, Krzysztof ; Kurc, Maciej ; Domanski, Marek
Author_Institution :
Dept. of Multimedia Telecommun. & Microelectron., Poznan Univ. of Technol., Poznan, Poland
Abstract :
Recently, stereoscopic video systems are studied in the context of many new applications. This paper addresses the question how the road traffic surveillance may benefit from stereoscopic video analysis. In particular, we propose a novel method for estimating vehicle dimensions using stereoscopic video analysis. This method is based on active appearance model (AAM), a technique already used, e.g. for face detection. Experimental results are provided in the paper in order to demonstrate satisfactory precision of the measurements.
Keywords :
face recognition; measurement; road vehicles; stereo image processing; traffic information systems; video signal processing; AAM; active appearance model; face detection; road traffic surveillance; stereoscopic video analysis; stereoscopic video systems; vehicle dimensions estimation scheme; Active appearance model; Cameras; Estimation; Shape; Stereo image processing; Three-dimensional displays; Vehicles;
Conference_Titel :
Advanced Video and Signal Based Surveillance (AVSS), 2013 10th IEEE International Conference on
Conference_Location :
Krakow
DOI :
10.1109/AVSS.2013.6636686