Design Of Image Processing Embedded Systems Using Multidimensional Data Flow

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Design of Image Processing Embedded Systems Using Multidimensional Data Flow

Joachim Keinert,Jürgen Teich
Design of Image Processing Embedded Systems Using Multidimensional Data Flow Book PDF

Author : Joachim Keinert,Jürgen Teich
Publisher : Springer Science & Business Media
Page : 314 pages
File Size : 46,5 Mb
Release : 2010-11-18
Category : Technology & Engineering
ISBN : 9781441971821

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Design of Image Processing Embedded Systems Using Multidimensional Data Flow by Joachim Keinert,Jürgen Teich Pdf

This book presents a new set of embedded system design techniques called multidimensional data flow, which combine the various benefits offered by existing methodologies such as block-based system design, high-level simulation, system analysis and polyhedral optimization. It describes a novel architecture for efficient and flexible high-speed communication in hardware that can be used both in manual and automatic system design and that offers various design alternatives, balancing achievable throughput with required hardware size. This book demonstrates multidimensional data flow by showing its potential for modeling, analysis, and synthesis of complex image processing applications. These applications are presented in terms of their fundamental properties and resulting design constraints. Coverage includes a discussion of how far the latter can be met better by multidimensional data flow than alternative approaches. Based on these results, the book explains the principles of fine-grained system level analysis and high-speed communication synthesis. Additionally, an extensive review of related techniques is given in order to show their relation to multidimensional data flow.

Handbook of Signal Processing Systems

Shuvra S. Bhattacharyya,Ed F. Deprettere,Rainer Leupers,Jarmo Takala
Handbook of Signal Processing Systems Book PDF

Author : Shuvra S. Bhattacharyya,Ed F. Deprettere,Rainer Leupers,Jarmo Takala
Publisher : Springer Science & Business Media
Page : 1399 pages
File Size : 55,9 Mb
Release : 2013-06-20
Category : Technology & Engineering
ISBN : 9781461468592

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Handbook of Signal Processing Systems by Shuvra S. Bhattacharyya,Ed F. Deprettere,Rainer Leupers,Jarmo Takala Pdf

Handbook of Signal Processing Systems is organized in three parts. The first part motivates representative applications that drive and apply state-of-the art methods for design and implementation of signal processing systems; the second part discusses architectures for implementing these applications; the third part focuses on compilers and simulation tools, describes models of computation and their associated design tools and methodologies. This handbook is an essential tool for professionals in many fields and researchers of all levels.

Design for Embedded Image Processing on FPGAs

Donald G. Bailey
Design for Embedded Image Processing on FPGAs Book PDF

Author : Donald G. Bailey
Publisher : John Wiley & Sons
Page : 501 pages
File Size : 45,5 Mb
Release : 2023-08-08
Category : Technology & Engineering
ISBN : 9781119819813

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Design for Embedded Image Processing on FPGAs by Donald G. Bailey Pdf

Design for Embedded Image Processing on FPGAs Bridge the gap between software and hardware with this foundational design reference Field-programmable gate arrays (FPGAs) are integrated circuits designed so that configuration can take place. Circuits of this kind play an integral role in processing images, with FPGAs increasingly embedded in digital cameras and other devices that produce visual data outputs for subsequent realization and compression. These uses of FPGAs require specific design processes designed to mediate smoothly between hardware and processing algorithm. Design for Embedded Image Processing on FPGAs provides a comprehensive overview of these processes and their applications in embedded image processing. Beginning with an overview of image processing and its core principles, this book discusses specific design and computation techniques, with a smooth progression from the foundations of the field to its advanced principles. Readers of the second edition of Design for Embedded Image Processing on FPGAs will also find: Detailed discussion of image processing techniques including point operations, histogram operations, linear transformations, and more New chapters covering Deep Learning algorithms and Image and Video Coding Example applications throughout to ground principles and demonstrate techniques Design for Embedded Image Processing on FPGAs is ideal for engineers and academics working in the field of Image Processing, as well as graduate students studying Embedded Systems Engineering, Image Processing, Digital Design, and related fields.

Architecture-Aware Optimization Strategies in Real-time Image Processing

Chao Li,Souleymane Balla-Arabe,Fan Yang
Architecture Aware Optimization Strategies in Real time Image Processing Book PDF

Author : Chao Li,Souleymane Balla-Arabe,Fan Yang
Publisher : John Wiley & Sons
Page : 180 pages
File Size : 43,7 Mb
Release : 2017-11-29
Category : Technology & Engineering
ISBN : 9781786300942

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Architecture-Aware Optimization Strategies in Real-time Image Processing by Chao Li,Souleymane Balla-Arabe,Fan Yang Pdf

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.

FPGA-based Implementation of Signal Processing Systems

Roger Woods,John McAllister,Gaye Lightbody,Ying Yi
FPGA based Implementation of Signal Processing Systems Book PDF

Author : Roger Woods,John McAllister,Gaye Lightbody,Ying Yi
Publisher : John Wiley & Sons
Page : 360 pages
File Size : 45,7 Mb
Release : 2017-02-06
Category : Technology & Engineering
ISBN : 9781119077978

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FPGA-based Implementation of Signal Processing Systems by Roger Woods,John McAllister,Gaye Lightbody,Ying Yi Pdf

An important working resource for engineers and researchers involved in the design, development, and implementation of signal processing systems The last decade has seen a rapid expansion of the use of field programmable gate arrays (FPGAs) for a wide range of applications beyond traditional digital signal processing (DSP) systems. Written by a team of experts working at the leading edge of FPGA research and development, this second edition of FPGA-based Implementation of Signal Processing Systems has been extensively updated and revised to reflect the latest iterations of FPGA theory, applications, and technology. Written from a system-level perspective, it features expert discussions of contemporary methods and tools used in the design, optimization and implementation of DSP systems using programmable FPGA hardware. And it provides a wealth of practical insights—along with illustrative case studies and timely real-world examples—of critical concern to engineers working in the design and development of DSP systems for radio, telecommunications, audio-visual, and security applications, as well as bioinformatics, Big Data applications, and more. Inside you will find up-to-date coverage of: FPGA solutions for Big Data Applications, especially as they apply to huge data sets The use of ARM processors in FPGAs and the transfer of FPGAs towards heterogeneous computing platforms The evolution of High Level Synthesis tools—including new sections on Xilinx's HLS Vivado tool flow and Altera's OpenCL approach Developments in Graphical Processing Units (GPUs), which are rapidly replacing more traditional DSP systems FPGA-based Implementation of Signal Processing Systems, 2nd Edition is an indispensable guide for engineers and researchers involved in the design and development of both traditional and cutting-edge data and signal processing systems. Senior-level electrical and computer engineering graduates studying signal processing or digital signal processing also will find this volume of great interest.

Electronic Design Automation for IC System Design, Verification, and Testing

Luciano Lavagno,Igor L. Markov,Grant Martin,Louis K. Scheffer
Electronic Design Automation for IC System Design Verification and Testing Book PDF

Author : Luciano Lavagno,Igor L. Markov,Grant Martin,Louis K. Scheffer
Publisher : CRC Press
Page : 644 pages
File Size : 47,5 Mb
Release : 2017-12-19
Category : Technology & Engineering
ISBN : 9781482254631

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Electronic Design Automation for IC System Design, Verification, and Testing by Luciano Lavagno,Igor L. Markov,Grant Martin,Louis K. Scheffer Pdf

The first of two volumes in the Electronic Design Automation for Integrated Circuits Handbook, Second Edition, Electronic Design Automation for IC System Design, Verification, and Testing thoroughly examines system-level design, microarchitectural design, logic verification, and testing. Chapters contributed by leading experts authoritatively discuss processor modeling and design tools, using performance metrics to select microprocessor cores for integrated circuit (IC) designs, design and verification languages, digital simulation, hardware acceleration and emulation, and much more. New to This Edition: Major updates appearing in the initial phases of the design flow, where the level of abstraction keeps rising to support more functionality with lower non-recurring engineering (NRE) costs Significant revisions reflected in the final phases of the design flow, where the complexity due to smaller and smaller geometries is compounded by the slow progress of shorter wavelength lithography New coverage of cutting-edge applications and approaches realized in the decade since publication of the previous edition—these are illustrated by new chapters on high-level synthesis, system-on-chip (SoC) block-based design, and back-annotating system-level models Offering improved depth and modernity, Electronic Design Automation for IC System Design, Verification, and Testing provides a valuable, state-of-the-art reference for electronic design automation (EDA) students, researchers, and professionals.

Handbook of Data Intensive Computing

Borko Furht,Armando Escalante
Handbook of Data Intensive Computing Book PDF

Author : Borko Furht,Armando Escalante
Publisher : Springer Science & Business Media
Page : 795 pages
File Size : 50,6 Mb
Release : 2011-12-09
Category : Computers
ISBN : 9781461414148

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Handbook of Data Intensive Computing by Borko Furht,Armando Escalante Pdf

Data Intensive Computing refers to capturing, managing, analyzing, and understanding data at volumes and rates that push the frontiers of current technologies. The challenge of data intensive computing is to provide the hardware architectures and related software systems and techniques which are capable of transforming ultra-large data into valuable knowledge. Handbook of Data Intensive Computing is written by leading international experts in the field. Experts from academia, research laboratories and private industry address both theory and application. Data intensive computing demands a fundamentally different set of principles than mainstream computing. Data-intensive applications typically are well suited for large-scale parallelism over the data and also require an extremely high degree of fault-tolerance, reliability, and availability. Real-world examples are provided throughout the book. Handbook of Data Intensive Computing is designed as a reference for practitioners and researchers, including programmers, computer and system infrastructure designers, and developers. This book can also be beneficial for business managers, entrepreneurs, and investors.

Data Access and Storage Management for Embedded Programmable Processors

Francky Catthoor,K. Danckaert,K.K. Kulkarni,E. Brockmeyer,Per Gunnar Kjeldsberg,T. van Achteren,Thierry Omnes
Data Access and Storage Management for Embedded Programmable Processors Book PDF

Author : Francky Catthoor,K. Danckaert,K.K. Kulkarni,E. Brockmeyer,Per Gunnar Kjeldsberg,T. van Achteren,Thierry Omnes
Publisher : Springer Science & Business Media
Page : 316 pages
File Size : 51,5 Mb
Release : 2013-03-14
Category : Computers
ISBN : 9781475749038

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Data Access and Storage Management for Embedded Programmable Processors by Francky Catthoor,K. Danckaert,K.K. Kulkarni,E. Brockmeyer,Per Gunnar Kjeldsberg,T. van Achteren,Thierry Omnes Pdf

Data Access and Storage Management for Embedded Programmable Processors gives an overview of the state-of-the-art in system-level data access and storage management for embedded programmable processors. The targeted application domain covers complex embedded real-time multi-media and communication applications. Many of these applications are data-dominated in the sense that their cost related aspects, namely power consumption and footprint are heavily influenced (if not dominated) by the data access and storage aspects. The material is mainly based on research at IMEC in this area in the period 1996-2001. In order to deal with the stringent timing requirements and the data dominated characteristics of this domain, we have adopted a target architecture style that is compatible with modern embedded processors, and we have developed a systematic step-wise methodology to make the exploration and optimization of such applications feasible in a source-to-source precompilation approach.

Scheduling Real-Time Streaming Applications onto an Embedded Multiprocessor

Orlando Moreira,Henk Corporaal
Scheduling Real Time Streaming Applications onto an Embedded Multiprocessor Book PDF

Author : Orlando Moreira,Henk Corporaal
Publisher : Springer Science & Business Media
Page : 193 pages
File Size : 50,8 Mb
Release : 2013-11-20
Category : Technology & Engineering
ISBN : 9783319012469

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Scheduling Real-Time Streaming Applications onto an Embedded Multiprocessor by Orlando Moreira,Henk Corporaal Pdf

This book provides a comprehensive overview of the state-of-the-art, data flow-based techniques for the analysis, modeling and mapping technologies of concurrent applications on multi-processors. The authors present a flow for designing embedded hard/firm real-time multiprocessor streaming applications, based on data flow formalisms, with a particular focus on wireless modem applications. Architectures are described for the design tools and run-time scheduling and resource management of such a platform.

Readings in Hardware/Software Co-Design

Giovanni De Micheli,Rolf Ernst,Wayne Wolf
Readings in Hardware Software Co Design Book PDF

Author : Giovanni De Micheli,Rolf Ernst,Wayne Wolf
Publisher : Elsevier
Page : 697 pages
File Size : 45,9 Mb
Release : 2001-06-19
Category : Computers
ISBN : 9780080515793

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Readings in Hardware/Software Co-Design by Giovanni De Micheli,Rolf Ernst,Wayne Wolf Pdf

Embedded system designers are constantly looking for new tools and techniques to help satisfy the exploding demand for consumer information appliances and specialized industrial products. One critical barrier to the timely release of embedded system products is integrating the design of the hardware and software systems. Hardware/software co-design is a set of methodologies and techniques specifically created to support the concurrent design of both systems, effectively reducing multiple iterations and major redesigns. In addition to its critical role in the development of embedded systems, many experts believe that co-design will be a key design methodology for Systems-on-a-Chip. Readings in Hardware/Software Co-Design presents the papers that have shaped the hardware/software co-design field since its inception in the early 90s. Field experts -- Giovanni De Micheli, Rolf Ernst, and Wayne Wolf -- introduce sections of the book, and provide context for the paper that follow. This collection provides professionals, researchers and graduate students with a single reference source for this critical aspect of computing design. * Over 50 peer-reviewed papers written from leading researchers and designers in the field * Selected, edited, and introduced by three of the fields' most eminent researchers and educators * Accompanied by an annually updated companion Web site with links and references to recently published papers, providing a forum for the editors to comment on how recent work continues or breaks with previous work in the field

Embedded Computer Vision

Branislav Kisacanin,Shuvra S. Bhattacharyya,Sek Chai
Embedded Computer Vision Book PDF

Author : Branislav Kisacanin,Shuvra S. Bhattacharyya,Sek Chai
Publisher : Springer Science & Business Media
Page : 300 pages
File Size : 51,7 Mb
Release : 2008-09-26
Category : Computers
ISBN : 9781848003040

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Embedded Computer Vision by Branislav Kisacanin,Shuvra S. Bhattacharyya,Sek Chai Pdf

As a graduate student at Ohio State in the mid-1970s, I inherited a unique c- puter vision laboratory from the doctoral research of previous students. They had designed and built an early frame-grabber to deliver digitized color video from a (very large) electronic video camera on a tripod to a mini-computer (sic) with a (huge!) disk drive—about the size of four washing machines. They had also - signed a binary image array processor and programming language, complete with a user’s guide, to facilitate designing software for this one-of-a-kindprocessor. The overall system enabled programmable real-time image processing at video rate for many operations. I had the whole lab to myself. I designed software that detected an object in the eldofview,trackeditsmovementsinrealtime,anddisplayedarunningdescription of the events in English. For example: “An object has appeared in the upper right corner...Itismovingdownandtotheleft...Nowtheobjectisgettingcloser...The object moved out of sight to the left”—about like that. The algorithms were simple, relying on a suf cient image intensity difference to separate the object from the background (a plain wall). From computer vision papers I had read, I knew that vision in general imaging conditions is much more sophisticated. But it worked, it was great fun, and I was hooked.

The VLSI Handbook

Wai-Kai Chen
The VLSI Handbook Book PDF

Author : Wai-Kai Chen
Publisher : CRC Press
Page : 1788 pages
File Size : 43,9 Mb
Release : 2019-07-17
Category : Technology & Engineering
ISBN : 1420049674

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The VLSI Handbook by Wai-Kai Chen Pdf

Over the years, the fundamentals of VLSI technology have evolved to include a wide range of topics and a broad range of practices. To encompass such a vast amount of knowledge, The VLSI Handbook focuses on the key concepts, models, and equations that enable the electrical engineer to analyze, design, and predict the behavior of very large-scale integrated circuits. It provides the most up-to-date information on IC technology you can find. Using frequent examples, the Handbook stresses the fundamental theory behind professional applications. Focusing not only on the traditional design methods, it contains all relevant sources of information and tools to assist you in performing your job. This includes software, databases, standards, seminars, conferences and more. The VLSI Handbook answers all your needs in one comprehensive volume at a level that will enlighten and refresh the knowledge of experienced engineers and educate the novice. This one-source reference keeps you current on new techniques and procedures and serves as a review for standard practice. It will be your first choice when looking for a solution.

Model-Based Design for Embedded Systems

Gabriela Nicolescu,Pieter J. Mosterman
Model Based Design for Embedded Systems Book PDF

Author : Gabriela Nicolescu,Pieter J. Mosterman
Publisher : CRC Press
Page : 670 pages
File Size : 47,9 Mb
Release : 2018-09-03
Category : Computers
ISBN : 9781351834711

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Model-Based Design for Embedded Systems by Gabriela Nicolescu,Pieter J. Mosterman Pdf

The demands of increasingly complex embedded systems and associated performance computations have resulted in the development of heterogeneous computing architectures that often integrate several types of processors, analog and digital electronic components, and mechanical and optical components—all on a single chip. As a result, now the most prominent challenge for the design automation community is to efficiently plan for such heterogeneity and to fully exploit its capabilities. A compilation of work from internationally renowned authors, Model-Based Design for Embedded Systems elaborates on related practices and addresses the main facets of heterogeneous model-based design for embedded systems, including the current state of the art, important challenges, and the latest trends. Focusing on computational models as the core design artifact, this book presents the cutting-edge results that have helped establish model-based design and continue to expand its parameters. The book is organized into three sections: Real-Time and Performance Analysis in Heterogeneous Embedded Systems, Design Tools and Methodology for Multiprocessor System-on-Chip, and Design Tools and Methodology for Multidomain Embedded Systems. The respective contributors share their considerable expertise on the automation of design refinement and how to relate properties throughout this refinement while enabling analytic and synthetic qualities. They focus on multi-core methodological issues, real-time analysis, and modeling and validation, taking into account how optical, electronic, and mechanical components often interface. Model-based design is emerging as a solution to bridge the gap between the availability of computational capabilities and our inability to make full use of them yet. This approach enables teams to start the design process using a high-level model that is gradually refined through abstraction levels to ultimately yield a prototype. When executed well, model-based design encourages enhanced performance and quicker time to market for a product. Illustrating a broad and diverse spectrum of applications such as in the automotive aerospace, health care, consumer electronics, this volume provides designers with practical, readily adaptable modeling solutions for their own practice.

The Circuits and Filters Handbook

Wai-Kai Chen
The Circuits and Filters Handbook Book PDF

Author : Wai-Kai Chen
Publisher : CRC Press
Page : 3076 pages
File Size : 40,6 Mb
Release : 2002-12-23
Category : Computers
ISBN : 1420041401

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The Circuits and Filters Handbook by Wai-Kai Chen Pdf

A bestseller in its first edition, The Circuits and Filters Handbook has been thoroughly updated to provide the most current, most comprehensive information available in both the classical and emerging fields of circuits and filters, both analog and digital. This edition contains 29 new chapters, with significant additions in the areas of computer-

Multidimensional Signal and Color Image Processing Using Lattices

Eric Dubois
Multidimensional Signal and Color Image Processing Using Lattices Book PDF

Author : Eric Dubois
Publisher : John Wiley & Sons
Page : 488 pages
File Size : 49,5 Mb
Release : 2019-03-19
Category : Technology & Engineering
ISBN : 9781119111764

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Multidimensional Signal and Color Image Processing Using Lattices by Eric Dubois Pdf

An Innovative Approach to Multidimensional Signals and Systems Theory for Image and Video Processing In this volume, Eric Dubois further develops the theory of multi-D signal processing wherein input and output are vector-value signals. With this framework, he introduces the reader to crucial concepts in signal processing such as continuous- and discrete-domain signals and systems, discrete-domain periodic signals, sampling and reconstruction, light and color, random field models, image representation and more. While most treatments use normalized representations for non-rectangular sampling, this approach obscures much of the geometrical and scale information of the signal. In contrast, Dr. Dubois uses actual units of space-time and frequency. Basis-independent representations appear as much as possible, and the basis is introduced where needed to perform calculations or implementations. Thus, lattice theory is developed from the beginning and rectangular sampling is treated as a special case. This is especially significant in the treatment of color and color image processing and for discrete transform representations based on symmetry groups, including fast computational algorithms. Other features include: An entire chapter on lattices, giving the reader a thorough grounding in the use of lattices in signal processing Extensive treatment of lattices as used to describe discrete-domain signals and signal periodicities Chapters on sampling and reconstruction, random field models, symmetry invariant signals and systems and multidimensional Fourier transformation properties Supplemented throughout with MATLAB examples and accompanying downloadable source code Graduate and doctoral students as well as senior undergraduates and professionals working in signal processing or video/image processing and imaging will appreciate this fresh approach to multidimensional signals and systems theory, both as a thorough introduction to the subject and as inspiration for future research.