High Performance Architecture for Object Detection in Streamed Videos
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F13%3APU106390" target="_blank" >RIV/00216305:26230/13:PU106390 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6645559" target="_blank" >http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6645559</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/FPL.2013.6645559" target="_blank" >10.1109/FPL.2013.6645559</a>
Alternative languages
Result language
angličtina
Original language name
High Performance Architecture for Object Detection in Streamed Videos
Original language description
In this paper, we introduce a novel architecture of an engine for high performance multi-scale detection of objects in videos based on WaldBoost training algorithm.The key properties of the architecture include processing of streamed data and low resource consumption. We implemented the engine in FPGA and we show that it can process 640x480 pixel video streams at over 160 fps without the need of external memory. We evaluate the design on the face detection task, compare it to state of the art designs, and discuss its features and limitations.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of FPL 2013
ISBN
978-1-4799-0004-6
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
1-4
Publisher name
IEEE Circuits and Systems Society
Place of publication
Porto
Event location
Porto
Event date
Sep 2, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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