Pattern Recognition and Tracking Using Correlation Filters

Name: Pattern Recognition and Tracking Using Correlation Filters
Brand: VDM Verlag Dr. Mueller E.K.
SKU: 9783639042504
Price: 1583 CZK
Availability: InStock

With Applications to Forward Looking Infrared Imagery

Autor: Sharif M a Bhuiyan

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag Dr. Mueller E.K.

Dostupnost: Skladem u dodavatele

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1 583 Kč

Four correlation filters, namely, maximum average correlation height (MACH), extended MACH (EMACH),...

Informace o knize

Autor

Sharif M a Bhuiyan

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2008

Stránek

168

EAN

9783639042504

ISBN

3639042506

Enbook ID

06813836

Vydavatel

VDM Verlag Dr. Mueller E.K.

Hmotnost

238

Rozměry

155 x 230 x 9

Kompletní popis

Four correlation filters, namely, maximum average correlation height (MACH), extended MACH (EMACH), distance classifier correlation filter (DCCF) and polynomial DCCF (PDCCF) are employed to recognize and track single and multiple identical and/or dissimilar targets. The MACH and EMACH filters are used for detection while DCCF and PDCCF filters are utilized for classification. Three different two-step algorithms are developed, based on the combination of the filters, called MACH-DCCF, MACH-PDCCF and EMACH-PDCCF algorithms. In the first step, the input scene is correlated with all the detection filters (one for each desired target class) and the resulting correlation outputs are combined. Then a predefined number of regions of interest (ROI) are selected from the input scene based on the higher correlation peak values. In the second step, a classification filter is applied to these ROIs to identify target types and reject clutters and backgrounds. Moving target tracking is accomplished by applying this technique independently to all incoming image frames. Simulation results are given for the proposed algorithms using forward looking infrared (FLIR) imagery.

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Pattern Recognition and Tracking Using Correlation Filters

With Applications to Forward Looking Infrared Imagery

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také