Open Access. Powered by Scholars. Published by Universities.®
Articles 1 - 3 of 3
Full-Text Articles in Computer Engineering
Accelerating Pattern Recognition Algorithms On Parallel Computing Architectures, Kenneth Rice
Accelerating Pattern Recognition Algorithms On Parallel Computing Architectures, Kenneth Rice
All Dissertations
The move to more parallel computing architectures places more responsibility on the programmer to achieve greater performance. The programmer must now have a greater understanding of the underlying architecture and the inherent algorithmic parallelism. Using parallel computing architectures for exploiting algorithmic parallelism can be a complex task. This dissertation demonstrates various techniques for using parallel computing architectures to exploit algorithmic parallelism. Specifically, three pattern recognition (PR) approaches are examined for acceleration across multiple parallel computing architectures, namely field programmable gate arrays (FPGAs) and general purpose graphical processing units (GPGPUs).
Phase-only filter correlation for fingerprint identification was studied as the first …
Field-Programmable Gate Array Implementation Of A Scalable Integral Image Architecture Based On Systolic Arrays, Juan Alberto De La Cruz
Field-Programmable Gate Array Implementation Of A Scalable Integral Image Architecture Based On Systolic Arrays, Juan Alberto De La Cruz
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
The integral image representation of an image is important for a large number of modern image processing algorithms. Integral image representations can reduce computation and increase the operating speed of certain algorithms, improving real-time performance. Due to increasing demand for real-time image processing performance, an integral image architecture capable of accelerating the calculation based on the amount of available resources is presented. Use of the proposed accelerator allows for subsequent stages of a design to have data sooner and execute in parallel. It is shown here how, with some additional resources used in the Field Programmable Gate Array (FPGA), a …
Towards Securing Virtualization Using A Reconfigurable Platform, Tushar Janefalkar
Towards Securing Virtualization Using A Reconfigurable Platform, Tushar Janefalkar
All Theses
Virtualization is no longer limited to main stream processors and servers. Virtualization software for General Purpose Processors (GPP) that allow one Operating System (OS) to run as an application in another OS have become commonplace. To exploit the full potential of the available hardware, virtualization is now prevalent across all systems big and small. Besides GPPs, state-of-the-art embedded processors are now capable of running rich operating systems and their virtualization is now a hot topic of research. However, this technological progress also opens doors for attackers to snoop on data that is not only confined to storage servers but also …