OpenVX Programming Guide / Frank Brill, (Computer programmer); Victor Erukhimov; Stephen Ramm; Radhakrishna Giduthuru

Contributor(s):

Material type: Text

text

Media type:

unmediated

Carrier type:

volume

ISBN:

9780128164259

Subject(s):

Computer vision

LOC classification:

TA1634 OPE

Contents:

Introduction -- Build your first OpenVX program -- Building an OpenVX graph -- Using the graph API to write efficient portable code -- Deploying an OpenVX graph to a target platform -- Basic image transformations -- Background subtraction and object detection -- Computational photography -- Tracking -- Neural networks -- OpenVX safety-critical applications -- Efficient data input/output -- Interoperability between OpenVX and other frameworks -- Existing implementations and platforms for OpenVX -- Changes in OpenVX 1.3 -- A The list of OpenVX data objects and their attributes -- B The list of computer vision graph API nodes.

Summary: OpenVX is the computer vision API adopted by many high-performance processor vendors. It is quickly becoming the preferred way to write fast and power-efficient code on embedded systems. OpenVX Programming Guidebook presents definitive information on OpenVX 1.2 and 1.3, the Neural Network, and other extensions as well as the OpenVX Safety Critical standard. This book gives a high-level overview of the OpenVX standard, its design principles, and overall structure. It covers computer vision functions and the graph API, providing examples of usage for the majority of the functions. It is intended both for the first-time user of OpenVX and as a reference for experienced OpenVX developers. Get to grips with the OpenVX standard and gain insight why various options were chosen Start developing efficient OpenVX code instantly Understand design principles and use them to create robust code Develop consumer and industrial products that use computer vision to understand and interact with the real world.

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Item type	Current library	Home library	Call number	Copy number	Status	Barcode
Books	Harare Institute of Technology Main Library	Harare Institute of Technology Main Library	TA1634 OPE (Browse shelf(Opens below))	1	Available	BK002492
Books	Harare Institute of Technology Main Library	Harare Institute of Technology Main Library	TA1634 OPE (Browse shelf(Opens below))	2	Available	BK002489
Books	Harare Institute of Technology Main Library	Harare Institute of Technology Main Library	TA1634 OPE (Browse shelf(Opens below))	3	Available	BK002495

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Includes index

Introduction --
Build your first OpenVX program --
Building an OpenVX graph --
Using the graph API to write efficient portable code --
Deploying an OpenVX graph to a target platform --
Basic image transformations --
Background subtraction and object detection --
Computational photography --
Tracking --
Neural networks --
OpenVX safety-critical applications --
Efficient data input/output --
Interoperability between OpenVX and other frameworks --
Existing implementations and platforms for OpenVX --
Changes in OpenVX 1.3 --
A The list of OpenVX data objects and their attributes --
B The list of computer vision graph API nodes.

OpenVX is the computer vision API adopted by many high-performance processor vendors. It is quickly becoming the preferred way to write fast and power-efficient code on embedded systems. OpenVX Programming Guidebook presents definitive information on OpenVX 1.2 and 1.3, the Neural Network, and other extensions as well as the OpenVX Safety Critical standard. This book gives a high-level overview of the OpenVX standard, its design principles, and overall structure. It covers computer vision functions and the graph API, providing examples of usage for the majority of the functions. It is intended both for the first-time user of OpenVX and as a reference for experienced OpenVX developers. Get to grips with the OpenVX standard and gain insight why various options were chosen Start developing efficient OpenVX code instantly Understand design principles and use them to create robust code Develop consumer and industrial products that use computer vision to understand and interact with the real world.

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