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Accelerated Image Processing in Hardware

Autor Alexander Bochem
en Limba Engleză Paperback – mar 2012
This thesis work presents the implementation and validation of image processing problems in hardware to estimate the performance and precision gain. It compares the implementation for the addressed problem on a Field Programmable Gate Array (FPGA) with a software implementation for a General Purpose Processor (GPP) architecture. For both solutions the implementation costs for their development is an important aspect in the validation. The analysis of the flexibility and extendability that can be achieved by a modular implementation for the FPGA design was another major aspect. This work is based upon approaches, which included the detection of Binary Large OBjects (BLOBs) in static images and continuous video streams. One addressed problem of this work is the tracking of the detected BLOBs in continuous image material. This has been implemented for the FPGA platform and the GPP architecture. Both approaches have been compared with respect to performance and precision.
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Specificații

ISBN-13: 9783848410576
ISBN-10: 3848410575
Pagini: 116
Dimensiuni: 152 x 229 x 7 mm
Greutate: 0.18 kg
Editura: LAP LAMBERT ACADEMIC PUBLISHING AG & CO KG
Colecția LAP Lambert Academic Publishing

Notă biografică

M.Sc. Autonomous Systems 2010Bonn-Rhein-Sieg University of Applied SciencesSankt Augustin, Nordrhein-Westfalen, GermanyM.Sc. Computer Science 2010University of New Brunswick, Faculty of Computer ScienceFredericton, New Brunswick, Canada