Algorithms for Acceleration of Image Processing at Automatic Registration of Meeting Participants
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F14%3A43923339" target="_blank" >RIV/49777513:23520/14:43923339 - isvavai.cz</a>
Result on the web
<a href="http://link.springer.com/chapter/10.1007/978-3-319-11581-8_11" target="_blank" >http://link.springer.com/chapter/10.1007/978-3-319-11581-8_11</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-11581-8_11" target="_blank" >10.1007/978-3-319-11581-8_11</a>
Alternative languages
Result language
angličtina
Original language name
Algorithms for Acceleration of Image Processing at Automatic Registration of Meeting Participants
Original language description
The aim of the research is to develop the algorithms for acceleration of image processing at automatic registration of meeting participant based on implementation of blurriness estimation and recognition of participants faces procedures. The data captured by the video registration system in the intelligent meeting room are used for calculation variety of person face size in captured image as well as for estimation of face recognition methods. The results shows that LBP method has highest recognition accuracy (79,5%) as well as PCA method has the lowest false alarm rate (1,3%). The implementation of the blur estimation procedure allowed the registration system to exclude 22% photos with insufficient quality, as a result the speed of the whole system were significantly increased.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JD - Use of computers, robotics and its application
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED1.1.00%2F02.0090" target="_blank" >ED1.1.00/02.0090: NTIS - New Technologies for Information Society</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Speech and Computer, 16th International Conference, SPECOM 2014, Novi Sad, Serbia, October 5-9, 2014, Proceedings
ISBN
978-3-319-11580-1
ISSN
0302-9743
e-ISSN
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Number of pages
8
Pages from-to
89-96
Publisher name
Springer
Place of publication
Heidelberg
Event location
Novi Sad, Serbia
Event date
Oct 5, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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