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Learning Image Processing with OpenCV : exploit the amazing features of OpenCV to create powerful image processing applications through easy-to-follow examples / Gloria Bueno García [and five others].

Author/Creator:
Garcia, Gloria Bueno, author.
Publication:
Birmingham, England : Packt Publishing, 2015.
Series:
Community experience distilled.
Community Experience Distilled
Format/Description:
Book
1 online resource (232 p.)
Subjects:
Computer vision.
Form/Genre:
Electronic books.
Language:
English
Summary:
If you are a competent C++ programmer and want to learn the tricks of image processing with OpenCV, then this book is for you. A basic understanding of image processing is required.
Contents:
""Cover""; ""Copyright""; ""Credits""; ""About the Authors""; ""About the Reviewers""; ""www.PacktPub.com""; ""Table of Contents""; ""Preface""; ""Chapter 1: Handling Image and Video Files""; ""An introduction to OpenCV""; ""Downloading and installing OpenCV""; ""Getting a compiler and setting CMake""; ""Configuring OpenCV with CMake""; ""Compiling and installing the library""; ""The structure of OpenCV""; ""Creating user projects with OpenCV""; ""General usage of the library""; ""Tools to develop new projects""; ""Creating an OpenCV C++ program with Qt Creator""
""Reading and writing image files""""The basic API concepts""; ""Image file-supported formats""; ""The example code""; ""Reading image files""; ""Event handling into the intrinsic loop""; ""Writing image files""; ""Reading and writing video files""; ""The example code""; ""User-interactions tools""; ""Trackbars""; ""Mouse interaction""; ""Buttons""; ""Drawing and displaying text""; ""Summary""; ""Chapter 2: Establishing Image Processing Tools""; ""Basic data types""; ""Pixel-level access""; ""Measuring the time""; ""Common operations with images""; ""Arithmetic operations""
""Data persistence""""Histograms""; ""The example code""; ""The example code""; ""Summary""; ""Chapter 3: Correcting and Enhancing Images""; ""Image filtering""; ""Smoothing""; ""The example code""; ""Sharpening""; ""The example code""; ""Working with image pyramids""; ""Gaussian pyramids""; ""Laplacian pyramids""; ""The example code""; ""Morphological operations""; ""The example code""; ""LUTs""; ""The example code""; ""Geometrical transformations""; ""Affine transformation""; ""Scaling""; ""Translation""; ""Image rotation""; ""Skewing""; ""Reflection""; ""Perspective transformation""
""Inpainting""""The example code""; ""Denoising""; ""The example code""; ""Summary""; ""Chapter 4: Processing Color""; ""Color spaces""; ""Conversion between color spaces (cvtColor)""; ""RGB""; ""Grayscale""; ""CIE XYZ""; ""YCrCb""; ""HSV""; ""HLS""; ""CIE L*a*b*""; ""CIE L*u*v*""; ""Bayer""; ""Color-space-based segmentation""; ""HSV segmentation""; ""YCrCb segmentation""; ""Color transfer""; ""The example code""; ""Summary""; ""Chapter 5: Image Processing for Video""; ""Video stabilization""; ""Superresolution""; ""Stitching""; ""Summary""; ""Chapter 6: Computational Photography""
""High-dynamic-range images""""Creating HDR images""; ""Example""; ""Tone mapping""; ""Alignment""; ""Exposure fusion""; ""Seamless cloning""; ""Decolorization""; ""Non-photorealistic rendering""; ""Summary""; ""Chapter 7: Accelerating Image Processing""; ""OpenCV with the OpenCL installation""; ""A quick recipe to install OpenCV with OpenCL""; ""Check the GPU usage""; ""Accelerating your own functions""; ""Checking your OpenCL""; ""The code explanation""; ""Your first GPU-based program""; ""The code explanation""; ""Going real time""; ""The code explanation""; ""The performance""
""Summary""
Notes:
Includes index.
Description based on online resource; title from PDF title page (ebrary, viewed April 13, 2015).
Contributor:
García, Gloria Bueno, author.
ISBN:
1-78328-766-7
OCLC:
908064418
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