FPGA-Accelerated Sliding Window Classifier with Structured Features
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F13%3A00212558" target="_blank" >RIV/68407700:21230/13:00212558 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/FPL.2013.6645560" target="_blank" >http://dx.doi.org/10.1109/FPL.2013.6645560</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/FPL.2013.6645560" target="_blank" >10.1109/FPL.2013.6645560</a>
Alternative languages
Result language
angličtina
Original language name
FPGA-Accelerated Sliding Window Classifier with Structured Features
Original language description
Certain classification tasks in computer vision require the classifier response to be computed in every pixel of an image. When combined with large, complex features, it becomes challenging to build such a classifier on a standard PC architecture and achieve real-time performance. We present an FPGA implementation of a car wheel classifier response computation, built as an instantiation of a generic classification system. An interesting optimization problem concerning performance and speed is addressed.Our implementation is running in real-time as a part of a more complex collision mitigation system based on car detection in video data.
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/7E10037" target="_blank" >7E10037: Accident avoidance by active intervention for Intelligent Vehicles</a><br>
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
FPL 2013: Proceedings of the 23rd International Conference on Field Programmable Logic and Applications
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
Place of publication
Piscataway
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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