عنوان
پدید آورنده
موضوع
رده
TA1634
TA1634
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1785289772
(Number (ISBN
9781785289774
Erroneous ISBN
1785283847
Erroneous ISBN
9781785283840
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Learning OpenCV 3 computer vision with Python :
General Material Designation
[Book]
Other Title Information
unleash the power of computer vision with Python using OpenCV /
First Statement of Responsibility
Joe Minichino, Joseph Howse.
EDITION STATEMENT
Edition Statement
Second edition.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Birmingham, UK :
Name of Publisher, Distributor, etc.
Packt Publishing,
Date of Publication, Distribution, etc.
[2015]
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource.
SERIES
Series Title
Community experience distilled
GENERAL NOTES
Text of Note
Includes index.
CONTENTS NOTE
Text of Note
Cover; Copyright; Credits; About the Authors; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Setting Up OpenCV; Choosing and using the right setup tools; Installation on Windows; Using binary installers (no support for depth cameras); Using CMake and compilers; Installing on OS X; Using MacPorts with ready-made packages; Using MacPorts with your own custom packages; Using Homebrew with ready-made packages (no support for depth cameras); Using Homebrew with your own custom packages; Installation on Ubuntu and its derivatives
Text of Note
Cameo -- an object-oriented designAbstracting a video stream with managers.CaptureManager; Abstracting a window and keyboard with managers.WindowManager; Applying everything with cameo.Cameo; Summary; Chapter 3: Processing Images with OpenCV 3; Converting between different color spaces; A quick note on BGR; The Fourier Transform; High pass filter; Low pass filter; Creating modules; Edge detection; Custom kernels -- getting convoluted; Modifying the application; Edge detection with Canny; Contour detection; Contours -- bounding box, minimum area rectangle, and minimum enclosing circle
Text of Note
Contours -- convex contours and the Douglas-Peucker algorithmLine and circle detection; Line detection; Circle detection; Detecting shapes; Summary; Chapter 4: Depth Estimation and Segmentation; Creating modules; Capturing frames from a depth camera; Creating a mask from a disparity map; Masking a copy operation; Depth estimation with a normal camera; Object segmentation using the Watershed and GrabCut algorithms; Example of foreground detection with GrabCut; Image segmentation with the Watershed algorithm; Summary; Chapter 5: Detecting and Recognizing Faces; Conceptualizing Haar cascades
Text of Note
Detecting features -- corners
Text of Note
Getting Haar cascade dataUsing OpenCV to perform face detection; Performing face detection on a still image; Performing face detection on a video; Performing face recognition; Generating the data for face recognition; Recognizing faces; Preparing the training data; Loading the data and recognizing faces; Performing an Eigenfaces recognition; Performing face recognition with Fisherfaces; Performing face recognition with LBPH; Discarding results with confidence score; Summary; Chapter 6: Retrieving Images and Searching Using Image Descriptors; Feature detection algorithms; Defining features
Text of Note
Using the Ubuntu repository (no support for depth cameras)Building OpenCV from a source; Installation on other Unix-like systems; Installing the Contrib modules; Running samples; Finding documentation, help, and updates; Summary; Chapter 2: Handling Files, Cameras, and GUIs; Basic I/O scripts; Reading/writing an image file; Converting between an image and raw bytes; Accessing image data with numpy.array; Reading/writing a video file; Capturing camera frames; Displaying images in a window; Displaying camera frames in a window; Project Cameo (face tracking and image manipulation)
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ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
OverDrive, Inc.
Source for Acquisition/Subscription Address
MIL
Stock Number
2103504B-4212-4A57-80C5-09BC438D66F4
Stock Number
834724
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
1-78528-384-7
TOPICAL NAME USED AS SUBJECT
Computer vision.
Python (Computer program language)
Computer vision.
COMPUTERS-- General.
Python (Computer program language)
(SUBJECT CATEGORY (Provisional
COM-- 000000
DEWEY DECIMAL CLASSIFICATION
Number
006
.
3/7
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
TA1634
PERSONAL NAME - PRIMARY RESPONSIBILITY
Minichino, Joe.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Howse, Joseph.
ORIGINATING SOURCE
Date of Transaction
20200823054315.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
