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Digital Image Processing NET 404) ) Introduction and Overview
Chapter 1 2012 Teacher: Remah W. AlKhatib
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Contents lecture will cover: What is a digital image?
What is digital image processing? History of digital image processing State of the art examples of digital image processing Key stages or components in digital image processing
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What is an image? Image A 2D function f (x, y) that can be observed by human visual system x and y are spatial (Plane) coordinates Amplitude of f at a point is intensity or gray level of image at that point
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What is an image? Thebitmap representation
Also called “raster or pixel maps” representation An image is broken up into a grid
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What is a Digital Image? A digital image is a representation of a two dimensional image as a finite set of digital values, called picture elements or pixels
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What is a Digital Image? (cont…)
Pixel values typically represent gray levels, colors, heights, opacities etc Digitization implies that a digital image is an approximation of a real scene
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What is a Digital Image? (cont…)
Common image formats include: 1sample per point (B&W or Grayscale) 3 samples per point (Red, Green, and Blue) 4 samples per point (Red, Green, Blue, and “Alpha”, a.k.a. Opacity) For most of this course we will focus on grey-scale images
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Digital Image Color images have 3 values per pixel; monochrome images have1 value per pixel.
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What is Digital Image Processing?
Refers to processing digital images by means of operations on digital computer. Digital image processing focuses on two major tasks: Improvement of pictorial information for human interpretation Processing of image data for storage, transmission and representation for autonomous machine perception
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Several fields deal with images
Computer Graphics The creation of images. Image Processing and Image Analysis Mainly concerned with interpreting a given image The enhancement or other manipulation of the image The result of which is usually another images. Image Understanding (Computer Vision) The analysis of image content.
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Image processing Disciplines
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A Historical Overview of DIP
Newspaper industry used Bartlane cable picture transmission system to send pictures by submarine cable between London and New York in 1920s
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Early Improvement The number of distinct gray levels coded by Bartlane system was improved from 5 to 15 by the end of 1920s
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The Born of Digital Computers
The images in previous slides are digital; but they are NOT considered as the results of DIP What do we mean by Digital Image Processing Processing digital images by a digital computer
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The Boom of Digital Images in the Last 20 Years
Acquisition Digital cameras, scanners MRI and Ultrasound imaging Infrared and microwave imaging Transmission Internet, wireless communication Display Printers, LCD monitor, digital TV
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Soar Into Outer Space
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A Physical Perspective of Image Acquisition
Extend the capabilities of human vision systems From visible spectrum to non-visible electromagnetic power spectrum From close-distance sensing to remote sensing
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Visible (I): Photography
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Visible (II): Motion Pictures
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Visible (III): Law Enhancement and Biometrics
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Visible (IV): Light Microscopy
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Visible (V): Remote Sensing
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Beyond Visible (I): Thermal Images
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Beyond Visible (II): Radar Images
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Beyond Visible (III): MRI and Astronomy
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Beyond Visible (IV): Medical Diagnostics
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