@InProceedings{MotaDiaSanVieAra:2015:TeClHu,
author = "Mota, Virginia Fernandes and Dias, Gabriel Dutra and Santos,
Wisney Tadeu dos and Vieira, Marcelo Bernardes and Ara{\'u}jo,
Arnaldo de Albuquerque",
affiliation = "{NPDI/DCC/UFMG and COLTEC/UFMG} and COLTEC/UFMG and COLTEC/UFMG
and GCG/DCC/UFJF and NPDI/DCC/UFMG",
title = "Tensor Clustering for Human Action Recognition",
booktitle = "Proceedings...",
year = "2015",
editor = "Rios, Ricardo Araujo and Paiva, Afonso",
organization = "Conference on Graphics, Patterns and Images, 28. (SIBGRAPI)",
publisher = "Sociedade Brasileira de Computa{\c{c}}{\~a}o",
address = "Porto Alegre",
keywords = "orientation tensor, tensor clustering, bag-of-features, human
action recognition.",
abstract = "In this work, we present a new technique called Bag- of-tensors.
This research aims to create a new method for video description
based on tensors which takes into account the nature of the tensor
and its anisotropic properties. Therefore, the Bag-of- tensors is
composed by three main steps: Feature extraction with tensor
creation, coding based on tensor clustering and aggregated
pooling. For the task of human action recognition, we used the KTH
dataset. Our experiments show that this technique is promising and
interesting to be further explored.",
conference-location = "Salvador, BA, Brazil",
conference-year = "26-29 Aug. 2015",
language = "en",
ibi = "8JMKD3MGPBW34M/3JRK52L",
url = "http://urlib.net/ibi/8JMKD3MGPBW34M/3JRK52L",
targetfile = "paper_id_13_wip2015.pdf",
urlaccessdate = "2024, Apr. 28"
}