
Architecture-Aware Optimization Strategies in Real-time Image Processing
Wiley-ISTE (Publisher)
1st Edition
Published on 10. October 2017
Book
Hardback
192 pages
978-1-78630-094-2 (ISBN)
Description
In the field of image processing, many applications require real-time execution, particularly those in the domains of medicine, robotics and transmission, to name but a few. Recent technological developments have allowed for the integration of more complex algorithms with large data volume into embedded systems, in turn producing a series of new sophisticated electronic architectures at affordable prices. This book performs an in-depth survey on this topic. It is primarily written for those who are familiar with the basics of image processing and want to implement the target processing design using different electronic platforms for computing acceleration. The authors present techniques and approaches, step by step, through illustrative examples. This book is also suitable for electronics/embedded systems engineers who want to consider image processing applications as sufficient imaging algorithm details are given to facilitate their understanding.
More details
Language
English
Place of publication
London
United Kingdom
Target group
Professional and scholarly
Product notice
sewn/stitched
Cloth over boards
Dimensions
Height: 235 mm
Width: 157 mm
Thickness: 14 mm
Weight
422 gr
ISBN-13
978-1-78630-094-2 (9781786300942)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

Chao Li | Souleymane Balla-Arabe | Fan Yang
Architecture-Aware Optimization Strategies in Real-time Image Processing
E-Book
11/2017
Wiley-ISTE
€139.99
Available for download

Chao Li | Souleymane Balla-Arabe | Fan Yang
Architecture-Aware Optimization Strategies in Real-time Image Processing
E-Book
10/2017
Wiley-ISTE
€139.99
Available for download
Persons
Chao Li works in Institute of Acoustics of Chinese Academy of Sciences. His research interests include image processing and acoustic detection.
Souleymane Balla-Arabe is a research fellow at LE2I CNRS-UMR laboratory. His research interests are GPU-based computations, computational intelligence, machine learning, and computer vision.
Fan Yang is Full Professor at University of Burgundy. Her current research focuses on eHealth, neural network, and real-time image processing.
Souleymane Balla-Arabe is a research fellow at LE2I CNRS-UMR laboratory. His research interests are GPU-based computations, computational intelligence, machine learning, and computer vision.
Fan Yang is Full Professor at University of Burgundy. Her current research focuses on eHealth, neural network, and real-time image processing.
Author
Chinese Academy of Sciences, China
CNRS, France
University of Burgundy, France
Content
1. Introduction of Real-time Image Processing.
2. Hardware Architectures for?Real-time Processing.
3. Rapid Prototyping of Parallel Reconfigurable Instruction Set Processor for Efficient Real-Time Image Processing.
4. Exploration of High-Level Synthesis Technique.
5. CDMS4HLS: A Novel Source- To-Source?Compilation Strategy for HLS-Based FPGA Design.
6. Embedded Implementation of VHR Satellite Image Segmentation.
7. Real-time Image Processing with Very High-level Synthesis.
2. Hardware Architectures for?Real-time Processing.
3. Rapid Prototyping of Parallel Reconfigurable Instruction Set Processor for Efficient Real-Time Image Processing.
4. Exploration of High-Level Synthesis Technique.
5. CDMS4HLS: A Novel Source- To-Source?Compilation Strategy for HLS-Based FPGA Design.
6. Embedded Implementation of VHR Satellite Image Segmentation.
7. Real-time Image Processing with Very High-level Synthesis.