A Practical Introduction to Computer Vision with OpenCV (Paperback)
暫譯: 使用 OpenCV 的計算機視覺實用入門 (平裝本)
Kenneth Dawson-Howe
- 出版商: Wiley
- 出版日期: 2014-05-12
- 定價: $2,210
- 售價: 9.5 折 $2,100
- 語言: 英文
- 頁數: 234
- 裝訂: Paperback
- ISBN: 1118848454
- ISBN-13: 9781118848456
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相關分類:
影像辨識 Image-recognition、Computer Vision
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商品描述
Explains the theory behind basic computer vision and provides a bridge from the theory to practical implementation using the industry standard OpenCV libraries
Computer Vision is a rapidly expanding area and it is becoming progressively easier for developers to make use of this field due to the ready availability of high quality libraries (such as OpenCV 2). This text is intended to facilitate the practical use of computer vision with the goal being to bridge the gap between the theory and the practical implementation of computer vision. The book will explain how to use the relevant OpenCV library routines and will be accompanied by a full working program including the code snippets from the text. This textbook is a heavily illustrated, practical introduction to an exciting field, the applications of which are becoming almost ubiquitous. We are now surrounded by cameras, for example cameras on computers & tablets/ cameras built into our mobile phones/ cameras in games consoles; cameras imaging difficult modalities (such as ultrasound, X-ray, MRI) in hospitals, and surveillance cameras. This book is concerned with helping the next generation of computer developers to make use of all these images in order to develop systems which are more intuitive and interact with us in more intelligent ways.
- Explains the theory behind basic computer vision and provides a bridge from the theory to practical implementation using the industry standard OpenCV libraries
- Offers an introduction to computer vision, with enough theory to make clear how the various algorithms work but with an emphasis on practical programming issues
- Provides enough material for a one semester course in computer vision at senior undergraduate and Masters levels
- Includes the basics of cameras and images and image processing to remove noise, before moving on to topics such as image histogramming; binary imaging; video processing to detect and model moving objects; geometric operations & camera models; edge detection; features detection; recognition in images
- Contains a large number of vision application problems to provide students with the opportunity to solve real problems. Images or videos for these problems are provided in the resources associated with this book which include an enhanced eBook
商品描述(中文翻譯)
解釋基本電腦視覺背後的理論,並提供從理論到實際應用的橋樑,使用行業標準的 OpenCV 函式庫
電腦視覺是一個快速擴展的領域,隨著高品質函式庫(如 OpenCV 2)的隨手可得,開發者越來越容易利用這個領域。本書旨在促進電腦視覺的實際應用,目標是彌合電腦視覺的理論與實際實現之間的差距。本書將解釋如何使用相關的 OpenCV 函式庫例程,並附有完整的工作程式,包括文本中的程式碼片段。這本教科書是對這個令人興奮的領域的實用介紹,並且有大量插圖,其應用幾乎無處不在。我們現在被各種相機包圍,例如電腦和平板電腦上的相機、內建於手機中的相機、遊戲主機中的相機;醫院中用於成像困難模態(如超聲波、X 光、MRI)的相機,以及監控攝像頭。本書旨在幫助下一代電腦開發者利用這些影像,開發出更直觀且以更智能的方式與我們互動的系統。
- 解釋基本電腦視覺背後的理論,並提供從理論到實際應用的橋樑,使用行業標準的 OpenCV 函式庫
- 提供電腦視覺的介紹,包含足夠的理論以清楚說明各種演算法的運作,但強調實際編程問題
- 提供足夠的材料以供高年級本科生和碩士生的電腦視覺一學期課程使用
- 包括相機和影像的基本知識,以及去除噪音的影像處理,然後再進入影像直方圖、二元影像、視頻處理以檢測和建模移動物體、幾何運算與相機模型、邊緣檢測、特徵檢測、影像識別等主題
- 包含大量視覺應用問題,為學生提供解決實際問題的機會。這些問題的影像或視頻資源在本書附帶的增強電子書中提供