@InProceedings{MotaSouzAraúViei:2013:CoOrTe,
author = "Mota, Virg{\'{\i}}nia Fernandes and Souza, J{\'e}ssica Ione
Concei{\c{c}}{\~a}o and Ara{\'u}jo, Arnaldo de Albuquerque and
Vieira, Marcelo Bernardes",
affiliation = "{Universidade Federal de Minas Gerais} and {Universidade Federal
de Minas Gerais} and {Universidade Federal de Minas Gerais} and
{Universidade Federal de Juiz de Fora}",
title = "Combining Orientation Tensors for Human Action Recognition",
booktitle = "Proceedings...",
year = "2013",
editor = "Boyer, Kim and Hirata, Nina and Nedel, Luciana and Silva,
Claudio",
organization = "Conference on Graphics, Patterns and Images, 26. (SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
keywords = "Histogram of gradients, Orientation tensor, Motion description,
Human action recognition.",
abstract = "This paper presents a new tensor motion descriptor based on
histogram of oriented gradients. We model the temporal evolution
of gradient distribution with orientation tensors in equally sized
blocks throughout the video sequence. Subsequently, these blocks
are concatenated to create the final descriptor. Using a SVM
classifier, even without any bag-of-feature based approach, our
method achieves recognition rates greater than those found by
other HOG techniques on KTH dataset and a competitive recognition
rate for UCF11 and Hollywood2 datasets.",
conference-location = "Arequipa, Peru",
conference-year = "5-8 Aug. 2013",
doi = "10.1109/SIBGRAPI.2013.52",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2013.52",
language = "en",
ibi = "8JMKD3MGPBW34M/3EEGUEH",
url = "http://urlib.net/ibi/8JMKD3MGPBW34M/3EEGUEH",
targetfile = "paper_mota_114911.pdf",
urlaccessdate = "2024, Apr. 28"
}