A Parallel Algorithm for High-speed Stereo Matching PDF Download

Author: Andrew F. Laine
Publisher:
ISBN:
Category : Algorithms
Languages : en
Pages : 20

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Book Description

Author: Andrew F. Laine
Publisher:
ISBN:
Category : Algorithms
Languages : en
Pages : 7

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Book Description

Author: Vipin Kumar
Publisher: Springer Science & Business Media
ISBN: 1461233909
Category : Computers
Languages : en
Pages : 445

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Book Description
Recent research results in the area of parallel algorithms for problem solving, search, natural language parsing, and computer vision, are brought together in this book. The research reported demonstrates that substantial parallelism can be exploited in various machine intelligence and vision problems. The chapter authors are prominent researchers actively involved in the study of parallel algorithms for machine intelligence and vision. Extensive experimental studies are presented that will help the reader in assessing the usefulness of an approach to a specific problem. Intended for students and researchers actively involved in parallel algorithms design and in machine intelligence and vision, this book will serve as a valuable reference work as well as an introduction to several research directions in these areas.

Author: Jiannong Cao
Publisher: Springer Science & Business Media
ISBN: 3540241280
Category : Computers
Languages : en
Pages : 1080

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Book Description
This book constitutes the refereed proceedings of the Second International Symposium on Parallel and Distributed Processing and Applications, ISPA 2004, held in Hong Kong, China in December 2004. The 78 revised full papers and 38 revised short papers presented were carefully reviewed and selected from 361 submissions. The papers are organized in topical sections on parallel algorithms and systems, data mining and management, distributed algorithms and systems, fault tolerance protocols and systems, sensor networks and protocols, cluster systems, grid applications and systems, peer-to-peer and ad hoc networking, grid scheduling and algorithms, data replication and caching, software engineering and testing, grid protocols, context-aware and mobile computing, distributed routing and switching protocols, cluster resource scheduling and algorithms, security, high performance processing, networking and protocols, artificial intelligence systems, hardware architecture and implementations, high performance computing architecture, and distributed systems architecture.

Author: Richard Boyle
Publisher: Springer
ISBN: 3540486313
Category : Computers
Languages : en
Pages : 946

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Book Description
The two volume set LNCS 4291 and LNCS 4292 constitutes the refereed proceedings of the Second International Symposium on Visual Computing, ISVC 2006, held in Lake Tahoe, NV, USA in November 2006. The 65 revised full papers and 56 poster papers presented together with 57 papers of ten special tracks were carefully reviewed and selected from more than 280 submissions. The papers cover the four main areas of visual computing.

Author: Min Zhang (M. Eng.)
Publisher:
ISBN:
Category :
Languages : en
Pages : 52

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Currently, most stereo matching algorithms focus their efforts on increasing accuracy at the price of losing run-time performance. However, applications such as robotics require high performance stereo algorithms to perform real time tasks. The problem is due to the difficulty of hand optimizing the complicated stereo matching pipelines. Halide is a programming language that has been widely used in writing high-performance image processing codes. In this work, we explore the usability of Halide in the area of real-time stereo algorithms by implementing several stereo algorithms in Halide. Because of Halide's ability to reduce the computation cost of dense algorithms, we focus on local dense stereo matching algorithms, including the simple box matching algorithm and the adaptive window stereo matching algorithms. Although we have found Halide's limitation in scheduling dynamic programming and recursive filters, our results demonstrate that Halide programs can achieve comparable performance as hand-tuned programs with much simpler and understandable code. Lastly, we also include a design solution to support dynamic programming in Halide.

Author: Vanderlei Bonato
Publisher: Springer
ISBN: 331930481X
Category : Computers
Languages : en
Pages : 374

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Book Description
This book constitutes the refereed proceedings of the 12th International Symposium on Applied Reconfigurable Computing, ARC 2016, held in Rio de Janeiro, Brazil, in March 2016. The 20 full papers presented in this volume were carefully reviewed and selected from 47 submissions. They are organized in topical headings named: video and image processing; fault-tolerant systems; tools and architectures; signal processing; and multicore systems. In addition, the book contains 3 invited papers and 8 poster papers on funded RD running and completed projects.

Author: Gerald Sommer
Publisher: Springer Science & Business Media
ISBN: 3540781560
Category : Computers
Languages : en
Pages : 476

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Book Description
This book constitutes the refereed proceedings of the Second International Workshop on Robot Vision, RobVis 2008, held in Auckland, New Zealand, in February 2008. The 21 revised full papers presented together with 15 posters papers were carefully reviewed and selected from 59 submissions. The papers and posters are organized in topical sections on motion analysis, stereo vision, robot vision, computer vision, visual inspection, urban vision, and the poster section.

Author: George Bebis
Publisher: Springer Science & Business Media
ISBN: 3540486283
Category : Artificial intelligence
Languages : en
Pages : 946

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Book Description

Author:
Publisher: Elsevier
ISBN: 0123849896
Category : Computers
Languages : en
Pages : 889

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Book Description
GPU Computing Gems Emerald Edition offers practical techniques in parallel computing using graphics processing units (GPUs) to enhance scientific research. The first volume in Morgan Kaufmann's Applications of GPU Computing Series, this book offers the latest insights and research in computer vision, electronic design automation, and emerging data-intensive applications. It also covers life sciences, medical imaging, ray tracing and rendering, scientific simulation, signal and audio processing, statistical modeling, video and image processing. This book is intended to help those who are facing the challenge of programming systems to effectively use GPUs to achieve efficiency and performance goals. It offers developers a window into diverse application areas, and the opportunity to gain insights from others' algorithm work that they may apply to their own projects. Readers will learn from the leading researchers in parallel programming, who have gathered their solutions and experience in one volume under the guidance of expert area editors. Each chapter is written to be accessible to researchers from other domains, allowing knowledge to cross-pollinate across the GPU spectrum. Many examples leverage NVIDIA's CUDA parallel computing architecture, the most widely-adopted massively parallel programming solution. The insights and ideas as well as practical hands-on skills in the book can be immediately put to use. Computer programmers, software engineers, hardware engineers, and computer science students will find this volume a helpful resource. For useful source codes discussed throughout the book, the editors invite readers to the following website: ..." Covers the breadth of industry from scientific simulation and electronic design automation to audio / video processing, medical imaging, computer vision, and more Many examples leverage NVIDIA's CUDA parallel computing architecture, the most widely-adopted massively parallel programming solution Offers insights and ideas as well as practical "hands-on" skills you can immediately put to use