Image Processing Using FPGAs

This book presents a selection of papers representing current research on using field programmable gate arrays (FPGAs) for realising image processing algorithms. These papers are reprints of papers selected for a Special Issue of the Journal of Imaging on image processing using FPGAs. A diverse rang...

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Glavni avtor: Bailey, Donald
Format: Online
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Izdano: MDPI - Multidisciplinary Digital Publishing Institute 2021
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author Bailey, Donald
author_browse Bailey, Donald
author_facet Bailey, Donald
author_sort Bailey, Donald
collection Directory of Open Access Books
description This book presents a selection of papers representing current research on using field programmable gate arrays (FPGAs) for realising image processing algorithms. These papers are reprints of papers selected for a Special Issue of the Journal of Imaging on image processing using FPGAs. A diverse range of topics is covered, including parallel soft processors, memory management, image filters, segmentation, clustering, image analysis, and image compression. Applications include traffic sign recognition for autonomous driving, cell detection for histopathology, and video compression. Collectively, they represent the current state-of-the-art on image processing using FPGAs.
format Online
id doab-20.500.12854ir-49906
institution Directory of Open Access Books
language eng
publishDate 2021
publishDateRange 2021
publishDateSort 2021
publisher MDPI - Multidisciplinary Digital Publishing Institute
publisherStr MDPI - Multidisciplinary Digital Publishing Institute
record_format ojs
spelling doab-20.500.12854ir-499062024-03-30T12:51:12Z Image Processing Using FPGAs Bailey, Donald T58.5-58.64 nuclei detection System-on-Chip FPGA K-Means hardware acceleration image analysis perceptual coding line buffer heterogeneous computing window filters processor architectures hardware accelerators stream processing embedded systems image processing pipeline image processing generalized Laplacian of Gaussian filter background estimation real-time systems FPGA implementation hardware architecture compression image borders memory zig-zag scan histopathology just-noticeable difference (JND) memory management downsampling image segmentation feature extraction design mean Shift clustering high-throughput segmentation streaming architecture power D-SWIM hardware/software co-design high-level synthesis contrast masking texture detection pipeline field programmable gate array (FPGA) JPEG-LS low-latency connected components analysis luminance masking field programmable gate arrays (FPGA) thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries This book presents a selection of papers representing current research on using field programmable gate arrays (FPGAs) for realising image processing algorithms. These papers are reprints of papers selected for a Special Issue of the Journal of Imaging on image processing using FPGAs. A diverse range of topics is covered, including parallel soft processors, memory management, image filters, segmentation, clustering, image analysis, and image compression. Applications include traffic sign recognition for autonomous driving, cell detection for histopathology, and video compression. Collectively, they represent the current state-of-the-art on image processing using FPGAs. 2021-02-11T15:52:19Z 2021-02-11T15:52:19Z 2019-06-26 08:44:06 2019 book 33674 9783038979197 9783038979180 https://directory.doabooks.org/handle/20.500.12854/49906 eng image/jpeg Attribution-NonCommercial-NoDerivatives 4.0 International https://mdpi.com/books/pdfview/book/1334 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-03897-919-7 10.3390/books978-3-03897-919-7 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783038979197 9783038979180 204 open access
spellingShingle T58.5-58.64
nuclei detection
System-on-Chip
FPGA
K-Means
hardware acceleration
image analysis
perceptual coding
line buffer
heterogeneous computing
window filters
processor architectures
hardware accelerators
stream processing
embedded systems
image processing pipeline
image processing
generalized Laplacian of Gaussian filter
background estimation
real-time systems
FPGA implementation
hardware architecture
compression
image borders
memory
zig-zag scan
histopathology
just-noticeable difference (JND)
memory management
downsampling
image segmentation
feature extraction
design
mean Shift clustering
high-throughput
segmentation
streaming architecture
power
D-SWIM
hardware/software co-design
high-level synthesis
contrast masking
texture detection
pipeline
field programmable gate array (FPGA)
JPEG-LS
low-latency
connected components analysis
luminance masking
field programmable gate arrays (FPGA)
thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries
Bailey, Donald
Image Processing Using FPGAs
title Image Processing Using FPGAs
title_full Image Processing Using FPGAs
title_fullStr Image Processing Using FPGAs
title_full_unstemmed Image Processing Using FPGAs
title_short Image Processing Using FPGAs
title_sort image processing using fpgas
topic T58.5-58.64
nuclei detection
System-on-Chip
FPGA
K-Means
hardware acceleration
image analysis
perceptual coding
line buffer
heterogeneous computing
window filters
processor architectures
hardware accelerators
stream processing
embedded systems
image processing pipeline
image processing
generalized Laplacian of Gaussian filter
background estimation
real-time systems
FPGA implementation
hardware architecture
compression
image borders
memory
zig-zag scan
histopathology
just-noticeable difference (JND)
memory management
downsampling
image segmentation
feature extraction
design
mean Shift clustering
high-throughput
segmentation
streaming architecture
power
D-SWIM
hardware/software co-design
high-level synthesis
contrast masking
texture detection
pipeline
field programmable gate array (FPGA)
JPEG-LS
low-latency
connected components analysis
luminance masking
field programmable gate arrays (FPGA)
thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries
topic_facet T58.5-58.64
nuclei detection
System-on-Chip
FPGA
K-Means
hardware acceleration
image analysis
perceptual coding
line buffer
heterogeneous computing
window filters
processor architectures
hardware accelerators
stream processing
embedded systems
image processing pipeline
image processing
generalized Laplacian of Gaussian filter
background estimation
real-time systems
FPGA implementation
hardware architecture
compression
image borders
memory
zig-zag scan
histopathology
just-noticeable difference (JND)
memory management
downsampling
image segmentation
feature extraction
design
mean Shift clustering
high-throughput
segmentation
streaming architecture
power
D-SWIM
hardware/software co-design
high-level synthesis
contrast masking
texture detection
pipeline
field programmable gate array (FPGA)
JPEG-LS
low-latency
connected components analysis
luminance masking
field programmable gate arrays (FPGA)
thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries
url 33674
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