Digital Image Processing Training

Eogogics Legacy Courses Still Available on Request
  • Course:Digital Image Processing Training
  • Course ID:DIGIMAGE1 Duration:1-3 days Where: Your Office (7+ Persons)
  • Available as a private, customized course for your group at your offices or ours and in some cases as a WebLive(TM) class.

  • Download Course Description (PDF)

Course Outline

Digital Image Processing Training


  • Digital Image Processing Training: Introduction
    • What is a digital image?
    • Digital image fundamentals
    • Pixels and quantization
    • Fundamental steps in image processing
    • Components of an image processing system
  • Human vision and perception
    • Capabilities of the eye
    • Comparison of eye and camera images
  • Image enhancement in the spatial domain
    • Gray level transforms
    • Histogram processing
    • Other logic and arithmetic operations
    • Spatial filtering
  • Image enhancement in frequency domain
    • Frequency-domain filters
    • Sharpening filters
    • Homomorphic filtering
    • Fourier transform
    • Convolution and deconvolution
  • Image degradation and restoration
    • Half toning
    • Noise and noise models
    • Restoration with noise-only spatial filtering
    •  Noise reduction by frequency domain filtering
    • Inverse filtering
    • Other filtering and transformations
  • Color image processing
    • Color models and perception
    • Color transformations
    • Smoothing and sharpening
    • RGB,CMYK and color spaces
  • Image compression
    • Lossy and lossless compression
    • Fundamentals
    • Models
    • Information theory
    • Standards and standard image types
  • Digital Image Processing Training Wrap-up: Course recap and discussion


Course Overview

Course in a Nutshell

We marvel at the high-resolution color images of Mars sent back by the Rovers, of Saturn by Cassini, and by the Hubble Telescope.  Closer to home, many have learned to enhance visual materials using tools such as PhotoShop and Paint Shop.

In Digital Image Processing Training, you will learn the principles, algorithms and technologies for acquiring, enhancing, transmitting, and analyzing digital images including: Histograms and other analytical tools, digital image/video perception, optimal quantization and image compression, image transformations, digital filtering, image analysis techniques, feature extraction, capabilities and limitations of image processing tools, and practical considerations for specialized fields such as astronomy, biology, consumer-oriented images, engineering, intelligence, medicine, and physics.


Customize It!

We can customize Digital Image Processing Training to your participants’ backgrounds and needs, include/exclude topics to cater to your image processing applications, and shorten/lengthen the course duration.


You Will Learn

  • Technology behind digital photography
  • Differences between digital and film photography
  • Tools available in your camera and in image processing applications
  • Low and high bit depth images and what you can do with them
  • Filtering methods and how they can enhance images
  • Light sensitivity and physical limitations on image capture
  • Noise in images and how to deal with it
  • How to extract low-contrast images from noise
  • Basics of mathematical tools such as Point Spread Function and Modulation Transfer Function and what they tell you
  • High Dynamic Range (HDR) images
Audience / Prerequisites

Aimed At

Managers (technical and non-technical) and technical professionals whose job requires an understanding of image processing.



A general knowledge of digital cameras and photography. Some of the material is technical, so calculus and probability would be helpful though not required.