OpenCV 3 Blueprints (Paperback)
暫譯: OpenCV 3 實戰藍圖 (平裝本)
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 折 $948
- 語言: 英文
- 頁數: 366
- 裝訂: Paperback
- ISBN: 1784399752
- ISBN-13: 9781784399757
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相關分類:
影像辨識 Image-recognition
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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 建立驚人的專案
關於本書
建立計算機視覺專案,以捕捉高品質的影像數據、檢測和追蹤物體、處理人類或動物的行為,還有更多。通過建立在成熟的開源庫 OpenCV 3 之上,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。
本書適合誰
如果您渴望建立比競爭對手更智能、更快速、更複雜和更實用的計算機視覺系統,那麼這本書非常適合您。這是一本進階書籍,適合那些已經有一些設置 OpenCV 開發環境和使用 OpenCV 建立應用程式經驗的人。您應該對計算機視覺概念、物件導向程式設計、圖形程式設計、IDE 和命令行感到熟悉。
您將學到什麼
選擇和配置攝影系統,以查看不可見光、快速運動和遠距物體
建立一個「相機陷阱」,如自然攝影師所使用的,並處理照片以創造美麗的效果
開發一個面部表情識別系統,使用各種特徵提取技術和機器學習方法
使用 OpenCV 拼接模組在 C++ 中建立一個全景 Android 應用程式,並支援 NDK
優化您的物體檢測模型,使其對旋轉不變,並應用場景特定的約束,使其更快且更穩健
基於個人的生物特徵(如指紋、虹膜和面部)創建一個人員識別和註冊系統
融合來自視頻和陀螺儀的數據,以穩定從手機拍攝的視頻並創建超時視頻
詳細內容
計算機視覺正變得對大量軟體開發人員變得可及,他們可以利用成熟的庫,如 OpenCV。然而,隨著他們的進步...