@InProceedings{CahuinaChav:2013:NeMeSt,
author = "Cahuina, Edward Jorge Yuri Cayllahua and Chavez, Guillermo
C{\'a}mara",
affiliation = "UCSP, UFOP and {Universidade Federal de Ouro Preto UFOP}",
title = "A New Method for Static Video Summarization Using Local
Descriptors and Video Temporal Segmentation",
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 = "Local descriptors, Temporal segmentation,Video summarization.",
abstract = "The continuous creation of digital video has caused an exponential
growth of digital video content. To increase the usability of such
large volume of videos, a lot of research has been made. Video
summarization has been proposed to rapidly browse large video
collections. To summarize any type of video, researchers have
relied on visual features contained in frames. In order to extract
these features, different techniques have used local or global
descriptors. In this paper, we propose a method for static video
summarization that can produce meaningful and informative video
summaries. We perform an evaluation using over 100 videos in order
to achieve a stronger position about the performance of local
descriptors in semantic video summarization. Our experimental
results show, with a confidence level of 99\%, that our proposed
method using local descriptors and temporal video segmentation
produces better summaries than state of the art methods. We also
demonstrate the importance of a more elaborate method for temporal
video segmentation, improving the generation of summaries,
achieving 10\% improvement in accuracy. We also acknowledge a
marginal importance of color information when using local
descriptors to produce video summaries.",
conference-location = "Arequipa, Peru",
conference-year = "5-8 Aug. 2013",
doi = "10.1109/SIBGRAPI.2013.39",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2013.39",
language = "en",
ibi = "8JMKD3MGPBW34M/3EERDE5",
url = "http://urlib.net/ibi/8JMKD3MGPBW34M/3EERDE5",
targetfile = "114951.pdf",
urlaccessdate = "2024, May 03"
}