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Mastering OpenCV Android Application Programming Kindle电子书

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图书描述

2015年7月29日
Master the art of implementing computer vision algorithms on Android platforms to build robust and efficient applications

About This Book

  • Understand and utilise the features of OpenCV, Android SDK, and OpenGL
  • Detect and track specific objects in a video using Optical Flow and Lucas Kanade Tracker
  • An advanced guide full of real-world examples, helping you to build smart OpenCV Android applications

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.

What You Will Learn

  • Understand image processing using OpenCV
  • Detect specific objects in an image or video using various state-of-the-art feature-matching 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

In Detail

OpenCV is a famous computer vision library, used to analyze and transform copious amounts of image data, even in real time and on a mobile device.

This book focuses on leveraging mobile platforms to build interactive and useful applications. The book starts off with an introduction to OpenCV and Android and how they interact with each other using OpenCV's Java API. You'll also discover basic image processing techniques such as erosion and dilation of images, before walking through how to build more complex applications, such as object detection, image stitching, and face detection. As you progress, you will be introduced to OpenCV's machine learning framework, enabling you to make your applications smarter.

The book ends with a short chapter covering useful Android tips and tricks and some common errors and solutions that people might face while building an application. By the end of the book, readers will have gained more expertise in building their own OpenCV projects for the Android platform and integrating OpenCV application programming into existing projects.


基本信息

  • 版本: Kindle电子书
  • 文件大小: 6904.0 KB
  • 纸书页数: 218
  • >页数源 ISBN: 1783988207
  • 出版社: Packt Publishing (2015年7月29日)
  • 语种: 英语
  • ASIN: B012GGB7O8
  • 标准语音朗读: 已启用
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  • 生词提示功能: 未启用
  • 用户评分: 分享我的评价
  • 亚马逊热销商品排名: Kindle商店商品里排第251,484名 (查看Kindle商店商品销售排行榜)
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此商品在美国亚马逊上最有用的商品评论

美国亚马逊: 5.0 颗星,最多 5 颗星 3 条评论
Carles
5.0 颗星,最多 5 颗星A very useful and deep source of knowledge regarding OpenCV application to develop mobile apps.
2015年9月4日 - 已在美国亚马逊上发表
Gabriel Humpire Mamani
5.0 颗星,最多 5 颗星This book is suitable for people who have at least basic knowledge in Android, OpenCV and Computer Vision
2015年9月24日 - 已在美国亚马逊上发表
André
5.0 颗星,最多 5 颗星A must-read book
2015年8月18日 - 已在美国亚马逊上发表