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OpenCV 3 Blueprints

OpenCV 3 Blueprints

By : Joseph Howse, Puttemans, Sinha
4.3 (12)
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OpenCV 3 Blueprints

OpenCV 3 Blueprints

4.3 (12)
By: Joseph Howse, Puttemans, Sinha

Overview of this book

Computer vision is becoming accessible to a large audience of software developers who can leverage mature libraries such as OpenCV. However, as they move beyond their first experiments in computer vision, developers may struggle to ensure that their solutions are sufficiently well optimized, well trained, robust, and adaptive in real-world conditions. With sufficient knowledge of OpenCV, these developers will have enough confidence to go about creating projects in the field of computer vision. This book will help you tackle increasingly challenging computer vision problems that you may face in your careers. It makes use of OpenCV 3 to work around some interesting projects. Inside these pages, you will find practical and innovative approaches that are battle-tested in the authors’ industry experience and research. Each chapter covers the theory and practice of multiple complementary approaches so that you will be able to choose wisely in your future projects. You will also gain insights into the architecture and algorithms that underpin OpenCV’s functionality. We begin by taking a critical look at inputs in order to decide which kinds of light, cameras, lenses, and image formats are best suited to a given purpose. We proceed to consider the finer aspects of computational photography as we build an automated camera to assist nature photographers. You will gain a deep understanding of some of the most widely applicable and reliable techniques in object detection, feature selection, tracking, and even biometric recognition. We will also build Android projects in which we explore the complexities of camera motion: first in panoramic image stitching and then in video stabilization. By the end of the book, you will have a much richer understanding of imaging, motion, machine learning, and the architecture of computer vision libraries and applications!
Table of Contents (9 chapters)
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8
Index

Customer support

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Downloading the example code

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The code is also maintained on a GitHub repository by the authors of this book. This code repository can be found at https://github.com/OpenCVBlueprints/OpenCVBlueprints.

Downloading the color images of this book

We also provide you with a PDF file that has color images of the screenshots/diagrams used in this book. The color images will help you better understand the changes in the output. You can download this file from https://www.packtpub.com/sites/default/files/downloads/B04028_ColorImages.pdf.

Errata

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To view the previously submitted errata, go to https://www.packtpub.com/books/content/support and enter the name of the book in the search field. The required information will appear under the Errata section.

Since this book also has a GitHub repository assigned to it, you can also report content errata by creating an issue at the following page: https://github.com/OpenCVBlueprints/OpenCVBlueprints/issues.

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Questions

If you have a problem with any aspect of this book, you can contact us at , and we will do our best to address the problem. Or as mentioned before, you could open up an issue on the GitHub repository and one of the authors will help you as soon as possible.

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