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Mastering OpenCV Android Application Programming Cover

Mastering OpenCV Android Application Programming

Master the art of implementing computer vision algorithms on Android platforms to build robust and efficient applications

Publisher:Packt Publishing Limited
By:  and    
Paid access
|Jan 2025
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Description

Key Features

    Book Description

    If you are a Java and Android developer looking to enhance your skills by learning the latest features of OpenCV Android application programming, then this book is for you.

    What you will learn

    • Understand image processing using OpenCV
    • Detect specific objects in an image or video using various stateoftheart featurematching algorithms such as SIFT, SURF, and ORB
    • Perform image transformations such as changing color, space, resizing, applying filters like Gaussian blur, and likes
    • Use mobile phone cameras to interact with the real world
    • Explore face detection, object detection, and image stitching in OpenCV Android programming
    • Build smarter applications by using machine learning algorithms
    • Learn to debug applications and create optimal custom algorithms by understanding how data is stored internally

    Who this book is for

    If you are a Java and Android developer looking to enhance your skills by learning the latest features of OpenCV Android application programming, then this book is for you.

    Table of Contents

    1. Applying Effects to Images
    2. Detecting Features
    3. Detecting Objects
    4. Drilling Deeper into Object Detection -- Using Cascade Classifiers
    5. Tracking Objects in Videos
    6. Working with Image Alignment and Stitching
    7. Modeling the Structure of Objects using Camera Motion
    8. Troubleshooting and Best Practices
    9. Bringing It All Together -- Building an Indoor Navigation Project using OpenCV
    PDF ISBN: 978-1-78398-821-1
    Publisher: Packt Publishing Limited
    Copyright owner: © 2015 Packt Publishing Limited
    Publication date: 2025
    Language: English
    Pages: 216
    Related subjects:
    Computer sciences,
    Fundamentals of computer sciences
    BISAC subjects:
    COM000000,
    COM051460,
    COM060090
    Thema subjects:
    UB,
    UMS,
    UBW

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