Learning OpenCV: Computer Vision with the OpenCV Library (Paperback)
暫譯: 學習 OpenCV:使用 OpenCV 函式庫的電腦視覺

Gary Bradski, Adrian Kaehler

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商品描述

"This library is useful for practitioners, and is an excellent tool for those entering the field: it is a set of computer vision algorithms that work as advertised."
-William T. Freeman, Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology

Learning OpenCV puts you in the middle of the rapidly expanding field of computer vision. Written by the creators of the free open source OpenCV library, this book introduces you to computer vision and demonstrates how you can quickly build applications that enable computers to "see" and make decisions based on that data.

Computer vision is everywhere-in security systems, manufacturing inspection systems, medical image analysis, Unmanned Aerial Vehicles, and more. It stitches Google maps and Google Earth together, checks the pixels on LCD screens, and makes sure the stitches in your shirt are sewn properly. OpenCV provides an easy-to-use computer vision framework and a comprehensive library with more than 500 functions that can run vision code in real time.

Learning OpenCV will teach any developer or hobbyist to use the framework quickly with the help of hands-on exercises in each chapter. This book includes:

  • A thorough introduction to OpenCV
  • Getting input from cameras
  • Transforming images
  • Segmenting images and shape matching
  • Pattern recognition, including face detection
  • Tracking and motion in 2 and 3 dimensions
  • 3D reconstruction from stereo vision
  • Machine learning algorithms

Getting machines to see is a challenging but entertaining goal. Whether you want to build simple or sophisticated vision applications, Learning OpenCV is the book you need to get started.

商品描述(中文翻譯)

「這本書對於實務工作者非常有用,並且是進入這個領域的優秀工具:它是一組如廣告所示的電腦視覺演算法。」
— 威廉·T·弗里曼,麻省理工學院計算機科學與人工智慧實驗室

《Learning OpenCV》讓你置身於快速擴展的電腦視覺領域。這本書由免費開源的 OpenCV 函式庫的創作者撰寫,介紹了電腦視覺並展示了如何快速構建應用程式,使電腦能夠「看見」並根據這些數據做出決策。

電腦視覺無處不在——在安全系統、製造檢查系統、醫療影像分析、無人機等領域。它將 Google 地圖和 Google Earth 結合在一起,檢查 LCD 螢幕上的像素,並確保你襯衫上的縫線縫製正確。OpenCV 提供了一個易於使用的電腦視覺框架和一個包含超過 500 個函數的綜合函式庫,能夠實時運行視覺代碼。

《Learning OpenCV》將教會任何開發者或愛好者如何快速使用這個框架,並在每一章中提供實作練習。這本書包括:

- OpenCV 的全面介紹
- 從相機獲取輸入
- 影像轉換
- 影像分割和形狀匹配
- 模式識別,包括人臉檢測
- 2D 和 3D 的追蹤與運動
- 從立體視覺進行 3D 重建
- 機器學習演算法

讓機器看見是一個具有挑戰性但又有趣的目標。無論你想構建簡單或複雜的視覺應用程式,《Learning OpenCV》都是你入門所需的書籍。

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