@InProceedings{LeónHira:2012:StDyCa,
author = "Le{\'o}n, Leissi Margarita Castañeda and Hirata Junior, Roberto",
affiliation = "{Institute of Mathematics and Statistics } and {Institute of
Mathematics and Statistics}",
title = "Vehicle Detection using Mixture of Deformable Parts Models: Static
and Dynamic Camera",
booktitle = "Proceedings...",
year = "2012",
editor = "Freitas, Carla Maria Dal Sasso and Sarkar, Sudeep and Scopigno,
Roberto and Silva, Luciano",
organization = "Conference on Graphics, Patterns and Images, 25. (SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
keywords = "Mixture of deformable part models, vehicle detection.",
abstract = "Vehicle detection in video is an important problem in Computer
Vision because of the potential applications in security, vehicle
traffic, driving assistance and so on. In this work, we used
Mixture of Deformable Part Models (MDPM) for vehicle detection in
video sequences obtained from static and dynamic cameras. The MDPM
method was originally proposed by Felzenszwalb et al in the realm
of object detection in images. We tested this method in the realm
of video sequences for vehicle detection. We designed a set of
experiments that explore the number of components of the mixture
and the number of parts model. We performed a comparison study of
symmetric and asymmetric MDPMs for vehicle detection. Our findings
show that not only the MDPM performed well in vehicle detection in
video, but also the best number of components and parts model
confirmed the number suggested in Felzenzwalb et al's paper.
Finally, the results show some differences between the symmetric
and asymmetric MDPMs in vehicle video detection considering
different scenarios.",
conference-location = "Ouro Preto, MG, Brazil",
conference-year = "22-25 Aug. 2012",
doi = "10.1109/SIBGRAPI.2012.40",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2012.40",
language = "en",
ibi = "8JMKD3MGPBW34M/3CA2RQE",
url = "http://urlib.net/ibi/8JMKD3MGPBW34M/3CA2RQE",
targetfile = "PID2451827.pdf",
urlaccessdate = "2024, Apr. 27"
}