Faculty of Information Technology, BUT

Publication Details

Quality Assurance in Large Collections of Video Sequences

POLOK Lukáš, KLICNAR Lukáš, ZEMČÍK Pavel, BERAN Vítězslav and SMRŽ Pavel. Quality Assurance in Large Collections of Video Sequences. In: Proceedings of 2015 IEEE International Conference on Image Processing. Québec: IEEE Computer Society Press, 2015, pp. 1-8. ISBN 978-1-4799-8338-4. Available from: http://ieeexplore.ieee.org/document/7351471/?arnumber=7351471
Czech title
Knntrola kvality v rozsáhlých kolekcích videosekvencí
Type
conference paper
Language
english
Authors
URL
Keywords
big data, accelerated processing, 
Abstract
In the modern digital cinema production, extremely large volumes (in order of 10s of TB) of footage data are captured every day. The process of cataloging and reviewing such footage is nowadays largely manual and time consuming process. In our work, we aim at technical quality aspects, such as correct exposure, color compatibility of adjacent shots, and focusing. The main goal is to assist the reviewing process by providing shot quality meta-data and possibly ordering or even culling significant portion of the data from the review, as better quality shot of the same scene exists. However, in order to meaningfully compare technical quality, temporal shot synchronization needs to be performed first.

We propose a fast and robust method for time synchronization of video sequences, capturing similar scenes, which arise naturally in digital cinema production. The method is tested on an extensive library of sequences and its performance is evaluated. We further present a preview of application of the proposed method to detecting focusing errors.

Published
2015
Pages
1-8
Proceedings
Proceedings of 2015 IEEE International Conference on Image Processing
Conference
International Conference on Image Processing (ICIP) 2015, Québec, CA
ISBN
978-1-4799-8338-4
Publisher
IEEE Computer Society Press
Place
Québec, CA
DOI
BibTeX
@INPROCEEDINGS{FITPUB10894,
   author = "Luk\'{a}\v{s} Polok and Luk\'{a}\v{s} Klicnar and Pavel Zem\v{c}\'{i}k and V\'{i}t\v{e}zslav Beran and Pavel Smr\v{z}",
   title = "Quality Assurance in Large Collections of Video Sequences",
   pages = "1--8",
   booktitle = "Proceedings of 2015 IEEE International Conference on Image Processing",
   year = 2015,
   location = "Qu\'{e}bec, CA",
   publisher = "IEEE Computer Society Press",
   ISBN = "978-1-4799-8338-4",
   doi = "10.1109/ICIP.2015.7351471",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/10894"
}
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