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: 6129 HUF
Availability: InStock

Szerző: Michael A Tanner

Nyelv:

Kötés: Puha kötésű

Kiadó: Biblioscholar

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

Információk a könyvről

Szerző

Michael A Tanner

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2012

oldal

EAN

9781249401001

ISBN

9781249401001

Enbook ID

08133911

Kiadó

Biblioscholar

Súly

163

Méretek

189 x 246 x 4

Teljes leírás

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.

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

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