OpenCV 3 Blueprints (Paperback)

Joseph Howse, Steven Puttemans, Quan Hua, Utkarsh Sinha

  • 出版商: Packt Publishing
  • 出版日期: 2015-11-04
  • 定價: $1,580
  • 售價: 6.0$948
  • 語言: 英文
  • 頁數: 366
  • 裝訂: Paperback
  • ISBN: 1784399752
  • ISBN-13: 9781784399757
  • 相關分類: 影像辨識 Image-recognition
  • 立即出貨 (庫存 < 3)

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商品描述

Expand your knowledge of computer vision by building amazing projects with OpenCV 3 About This Book Build computer vision projects to capture high-quality image data, detect and track objects, process the actions of humans or animals, and much more Discover practical and interesting innovations in computer vision while building atop a mature open-source library, OpenCV 3 Familiarize yourself with multiple approaches and theories wherever critical decisions need to be made Who This Book Is For This book is ideal for you if you aspire to build computer vision systems that are smarter, faster, more complex, and more practical than the competition. This is an advanced book intended for those who already have some experience in setting up an OpenCV development environment and building applications with OpenCV. You should be comfortable with computer vision concepts, object-oriented programming, graphics programming, IDEs, and the command line. What You Will Learn Select and configure camera systems to see invisible light, fast motion, and distant objects Build a "camera trap", as used by nature photographers, and process photos to create beautiful effects Develop a facial expression recognition system with various feature extraction techniques and machine learning methods Build a panorama Android application using the OpenCV stitching module in C++ with NDK support Optimize your object detection model, make it rotation invariant, and apply scene-specific constraints to make it faster and more robust Create a person identification and registration system based on biometric properties of that person, such as their fingerprint, iris, and face Fuse data from videos and gyroscopes to stabilize videos shot from your mobile phone and create hyperlapse style videos In Detail Computer vision is becoming accessible to a large audience of software developers who can leverage mature libraries such as OpenCV. However, as they move

商品描述(中文翻譯)

擴展您對計算機視覺的知識,通過使用OpenCV 3來建立令人驚嘆的項目

關於本書
通過構建基於成熟的開源庫OpenCV 3的項目,發現計算機視覺中的實用和有趣的創新
在需要做出關鍵決策的地方,熟悉多種方法和理論

本書適合對於構建比競爭對手更智能、更快速、更複雜和更實用的計算機視覺系統有志之士。這是一本高級書籍,適合那些已經有一些在OpenCV開發環境中設置和構建應用程序的經驗的人。您應該對計算機視覺概念、面向對象編程、圖形編程、集成開發環境和命令行感到舒適。

您將學到什麼
選擇和配置攝像系統以看到隱形光、快速運動和遠距離物體
構建一個“相機陷阱”,如自然攝影師所使用的,並處理照片以創建美麗的效果
使用各種特徵提取技術和機器學習方法開發面部表情識別系統
使用OpenCV的C++和NDK支持在Android應用程序中構建全景應用程序
優化您的物體檢測模型,使其具有旋轉不變性,並應用場景特定的限制,使其更快速和更可靠
基於人的生物特徵(如指紋、虹膜和面部)創建人物識別和註冊系統
從視頻和陀螺儀中融合數據,穩定從您的手機拍攝的視頻並創建超時攝影風格的視頻

詳細內容
計算機視覺正變得對於許多軟件開發人員可用,他們可以利用成熟的庫,如OpenCV。然而,隨著他們的發展