Hand detection algorithm: pre-processing stage

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F20%3A00532163" target="_blank" >RIV/67985556:_____/20:00532163 - isvavai.cz</a>
Alternative codes found
RIV/68407700:21260/20:00342674
Result on the web
<a href="http://dx.doi.org/10.5220/0009885206950701" target="_blank" >http://dx.doi.org/10.5220/0009885206950701</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.5220/0009885206950701" target="_blank" >10.5220/0009885206950701</a>

Result language
angličtina
Original language name
Hand detection algorithm: pre-processing stage
Original language description
The present work describes a new approach to hand detection based on QRD Recursive Least Squares (RLS) Lattice algorithm and probabilistic approach to system identification. The described method is supposed to be used as a pre-processing stage for a hand gesture recognition application based on ultrasound technology. The approach includes a noise cancellation concept and uses linear Finite Impulse Response (FIR) based regression models in MATLAB environment. Within the algorithm the hypothesis testing technique is implemented. The work shows the results of computation using real data from an ultrasound device. The final version of the algorithm is supposed to be implemented on the embedded Xilinx Zynq device.
Czech name
—
Czech description
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Project
<a href="/en/project/8A17006" target="_blank" >8A17006: (Ultra)Sound Interfaces and Low Energy iNtegrated SEnsors</a><br>
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 17th international conference on informatics in control, automation and robotics
ISBN
978-989-758-442-8
ISSN
—
e-ISSN
—
Number of pages
7
Pages from-to
695-701
Publisher name
SCITEPRESS
Place of publication
Setubal
Event location
online conference
Event date
Jul 7, 2020
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000614134300080

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