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OpenCV 3 Blueprints

You're reading from   OpenCV 3 Blueprints Expand your knowledge of computer vision by building amazing projects with OpenCV 3

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Product type Paperback
Published in Nov 2015
Publisher
ISBN-13 9781784399757
Length 382 pages
Edition 1st Edition
Tools
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Toc

Table of Contents (9) Chapters Close

Preface 1. Getting the Most out of Your Camera System FREE CHAPTER 2. Photographing Nature and Wildlife with an Automated Camera 3. Recognizing Facial Expressions with Machine Learning 4. Panoramic Image Stitching Application Using Android Studio and NDK 5. Generic Object Detection for Industrial Applications 6. Efficient Person Identification Using Biometric Properties 7. Gyroscopic Video Stabilization Index

Rounding up the unusual suspects

This chapter's demo applications are tested with three cameras, which are described in the following table. The demos are also compatible with many additional cameras; we will discuss compatibility later as part of each demo's detailed description. The three chosen cameras differ greatly in terms of price and features but each one can do things that an ordinary webcam cannot!

Name

Price

Purposes

Modes

Optics

Sony PlayStation Eye

$10

Passive, color imaging in visible light

640x480 @ 60 FPS

320x240 @ 187 FPS

FOV: 75 degrees or 56 degrees (two zoom settings)

ASUS Xtion PRO Live

$230

Passive, color imaging in visible light

Active, monochrome imaging in NIR light

Depth estimation

Color or NIR: 1280x1024 @ 60 FPS

Depth: 640x480 @ 30 FPS

FOV: 70 degrees

PGR Grasshopper 3 GS3-U3-23S6M-C

$1000

Passive, monochrome imaging in visible light

1920x1200 @ 162 FPS

C-mount lens (not included)

Note

For examples of lenses that we can use with the GS3-U3-23S6M-C camera, refer to the Shopping for glass section, later in this chapter.

We will try to push these cameras to the limits of their capabilities. Using multiple libraries, we will write applications to access unusual capture modes and to process frames so rapidly that the input remains the bottleneck. To borrow a term from the automobile designers who made 1950s muscle cars, we might say that we want to "supercharge" our systems; we want to supply them with specialized or excess input to see what they can do!

You have been reading a chapter from
OpenCV 3 Blueprints
Published in: Nov 2015
Publisher:
ISBN-13: 9781784399757
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