Image Processing for Multiple-Target Tracking on a Graphics Processing Unit

Name: Image Processing for Multiple-Target Tracking on a Graphics Processing Unit
Brand: Biblioscholar
SKU: 9781249401001
Price: 15.18 EUR
Availability: InStock

Autor: Michael A Tanner

Jazyk:

Väzba: Brožovaná

Vydavateľ: Biblioscholar

Dostupnosť: Skladom u dodávateľa

Odosielame za 9-15 dní

15.18 €

Multiple-target tracking (MTT) systems have been implemented on many di erent platforms, however the...

Informácie o knihe

Autor

Michael A Tanner

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2012

Stránok

EAN

9781249401001

ISBN

9781249401001

Enbook ID

08133911

Vydavateľ

Biblioscholar

Hmotnosť

163

Rozmery

189 x 246 x 4

Kompletný popis

Multiple-target tracking (MTT) systems have been implemented on many di erent platforms, however these solutions are often expensive and have long development times. Such MTT implementations require custom hardware yet o er very little flexibility with ever changing data sets and target tracking requirements. This research explores how to supplement and enhance MTT performance with an existing graphics processing unit (GPU) on a general computing platform. Typical computers are already equipped with powerful GPUs to support various games and multimedia applications. However, such GPUs are not currently being used in desktop MTT applications. Bottleneck MTT image processing functions (frame di erencing) were converted to execute on the GPU. On average, the GPU code executed 287% faster than the MATLAB implementation. Some individual functions actually executed 20 times faster than the baseline. These results indicate that the GPU is a viable source to signi cantly increase the performance of MTT with a low-cost hardware solution.

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež

Najčastejšie vyhľadávané

Categories

Authors

Publishers

Produkty

Produkty

Najčastejšie vyhľadávané

Categories

Authors

Publishers

Produkty

Produkty

Image Processing for Multiple-Target Tracking on a Graphics Processing Unit

Informácie o knihe

Kompletný popis

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež