Write your own Digital Image Processing programs with the use of pillow, scipy.ndimage, and matplotlib in Python 3 with Raspberry Pi 3 as the hardware platform. This concise quick-start guide provides working code examples and exercises. Learn how to interface Raspberry Pi with various image sensors. What You'll Learn Understand Raspberry Pi concepts and setup Understand digital image processing concepts Study pillow, the friendly PIL fork Explore scipy.ndimage and matplotlib Master use of the Pi camera and webcam Who This Book Is For Raspberry Pi and IoT enthusiasts, digital image processing enthusiasts, Python and Open Source enthusiasts and professionals Raspberry Pi Digital Image Processing ProgrammingPart Raspberry Pi and pillowChapter 1: Getting Started Single Board Computers History of Single board computers Raspberry Pi 3 Setup Connecting Raspberry Pi to internet Introduction to RaspbianChapter 2: Python and Digital Image Processing Introduction to Python Python 2 vs Python 3 Why Python 3 Various Python Editors Concept of Digital Signal and Image ProcessingChapter 3: PIL, pillow, matplotlib, images, and cameras Introduction to PIL Why one should not use PIL Introduction to pillow Installation of pillow Installation of matplotlib Working with images and various camerasChapter 4: Basic Image processing operations Concepts related to Images Cutting, copying, and pasting images Image Channels Calculating Histograms Arithmetic and logical operations on imageChapter 5: Advanced Pillow Image enhancements Image filtering Colorspace conversionPart Scientific Image Processing with Python 3Chapter 6: Introduction to numpy and scipy Installation of Numpy and Scipy Introduction to scipy.misc Images in NumpyChapter 7: Basic Image processing with scipy.ndimage Image transformations Write your own Digital Image Processing programs with the use of pillow, scipy.ndimage, and matplotlib in Python 3 with Raspberry Pi 3 as the hardware platform. This concise quick-start guide provides working code examples and exercises. Learn how to interface Raspberry Pi with various image sensors. What You Will Learn: •Understand Raspberry Pi concepts and setup •Understand digital image processing concepts •Study pillow, the friendly PIL fork •Explore scipy.ndimage and matplotlib •Master use of the Pi camera and webcam Front Matter....Pages i-xix Introduction to Single Board Computers and Raspberry Pi....Pages 1-24 Introduction to Python and Digital Image Processing....Pages 25-39 Getting Started....Pages 41-50 Basic Operations on Images....Pages 51-63 Advanced Operations on Images....Pages 65-79 Introduction to Scientific Python....Pages 81-92 Transformations and Measurements....Pages 93-98 Filters and Their Application....Pages 99-110 Morphology, Thresholding, and Segmentation....Pages 111-121 Back Matter....Pages 123-126 Write your own Digital Image Processing programs with the use of pillow, scipy.ndimage and matplotlib in Python 3 with Raspberry Pi 3 as the hardware platform, including interfacing Raspberry Pi with image sensors. Master the use of the Pi camera and webcam. This quick-start guide gives working code examples and exercises.
