Today is a free download without charge Download

Michael Beyeler - OpenCV with Python Blueprints [2015, PDF/EPUB, ENG]

Reply to topic
 
Author
Message

Omen ®

Longevity: 8 years 4 months

Posts: 181087

Торрент-статистика

Post 21-Oct-2016 01:00

[Quote]

OpenCV with Python Blueprints
Год издания: 2015
Автор: Michael Beyeler
Жанр или тематика: Программирование
Издательство: Packt Publishing
ISBN: 9781785282690
Язык: Английский
Формат: PDF/EPUB
Качество: Издательский макет или текст (eBook)
Интерактивное оглавление: Да
Количество страниц: 230
Описание: OpenCV is a native cross platform C++ Library for computer vision, machine learning, and image processing. It is increasingly being adopted in Python for development. OpenCV has C++/C, Python, and Java interfaces with support for Windows, Linux, Mac, iOS, and Android. Developers using OpenCV build applications to process visual data; this can include live streaming data from a device like a camera, such as photographs or videos. OpenCV offers extensive libraries with over 500 functions
This book demonstrates how to develop a series of intermediate to advanced projects using OpenCV and Python, rather than teaching the core concepts of OpenCV in theoretical lessons. Instead, the working projects developed in this book teach the reader how to apply their theoretical knowledge to topics such as image manipulation, augmented reality, object tracking, 3D scene reconstruction, statistical learning, and object categorization.
By the end of this book, readers will be OpenCV experts whose newly gained experience allows them to develop their own advanced computer vision applications.
What You Will Learn
- Generate real-time visual effects using different filters and image manipulation techniques such as dodging and burning
- Recognize hand gestures in real time and perform hand-shape analysis based on the output of a Microsoft Kinect sensor
- Learn feature extraction and feature matching for tracking arbitrary objects of interest
- Reconstruct a 3D real-world scene from 2D camera motion and common camera reprojection techniques
- Track visually salient objects by searching for and focusing on important regions of an image
- Detect faces using a cascade classifier and recognize emotional expressions in human faces using multi-layer peceptrons (MLPs)
- Recognize street signs using a multi-class adaptation of support vector machines (SVMs)
- Strengthen your OpenCV2 skills and learn how to use new OpenCV3 features

Примеры страниц

Оглавление

Table of Contents
1: Fun with Filters
2: Hand Gesture Recognition Using a Kinect Depth Sensor
3: Finding Objects via Feature Matching and Perspective Transforms
4: 3D Scene Reconstruction Using Structure from Motion
5: Tracking Visually Salient Objects
6: Learning to Recognize Traffic Signs
7: Learning to Recognize Emotions on Faces
Other forum [Profile] [PM]
Display posts from previous:    
Reply to topic

The time now is: Today 17:20

All times are GMT + 3 Hours



You cannot post new topics in this forum
You cannot reply to topics in this forum
You cannot edit your posts in this forum
You cannot delete your posts in this forum
You cannot vote in polls in this forum
You cannot attach files in this forum
You cannot download files in this forum