Learning Image Processing with OpenCV : exploit the amazing features of OpenCV to create powerful image processing applications through easy-to-follow examples /

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.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: García, Gloria Bueno (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham, England : Packt Publishing, 2015.
Colección:Community experience distilled.
Temas:
Computer vision.
Vision par ordinateur.
COMPUTERS > General.
Computer vision
Acceso en línea:Texto completo

MARC

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245 0 0 |a Learning Image Processing with OpenCV :  |b exploit the amazing features of OpenCV to create powerful image processing applications through easy-to-follow examples /  |c Gloria Bueno García [and five others]. 
264 1 |a Birmingham, England :  |b Packt Publishing,  |c 2015. 
264 4 |c ©2015 
300 |a 1 online resource (232 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Community Experience Distilled 
500 |a Includes index. 
588 0 |a Online resource; title from PDF title page (ebrary, viewed April 13, 2015). 
505 0 |a 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 
505 8 |a Reading and writing image filesThe 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 
505 8 |a Data persistenceHistograms -- 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 
505 8 |a InpaintingThe 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 
505 8 |a High-dynamic-range imagesCreating 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 
520 |a 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. 
546 |a English. 
590 |a eBooks on EBSCOhost  |b EBSCO eBook Subscription Academic Collection - Worldwide 
650 0 |a Computer vision. 
650 6 |a Vision par ordinateur. 
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700 1 |a García, Gloria Bueno,  |e author. 
776 0 8 |i Print version:  |t Learning Image Processing with OpenCV : exploit the amazing features of OpenCV to create powerful image processing applications through easy-to-follow examples.  |d Birmingham, England : Packt Publishing, ©2015  |h ix, 208 pages  |k Community experience distilled.  |z 9781783287659 
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