Vehicle subtype, make and model classification from side profile video

Jonathan Boyle, James Ferryman
2015 2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)  
This paper addresses the challenging domain of vehicle classification from pole-mounted roadway cameras, specifically from side-profile views. A new public vehicle dataset is made available consisting of over 10000 side profile images (86 make/model and 9 sub-type classes). 5 state-of-the-art classifiers are applied to the dataset, with the best achieving high classification rates of 98.7% for sub-type and 99.7-99.9% for make and model recognition, confirming the assertion made that single
more » ... le side profile images can be used for robust classification.
doi:10.1109/avss.2015.7301783 dblp:conf/avss/BoyleF15 fatcat:mdhuwpxlangwbgsjg54bbkwmha