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     ECE 592 Fundamentals of Digital Imaging
 

The course provides the foundation for designing and using digital devices to accurately capture and display color images. Students who deal with images of any type will learn how to record and present those images correctly and effectively.  The mathematics required for the analysis of two-dimensional color images is reviewed and applied to spatial sampling, frequency analysis, quantization and noise characterization of images.  Basics of color science are presented and applied to the characterization of image capture devices (digital cameras and scanners) and output devices (printers and electronic displays). 3 credit hours

 
     

Prerequisite
 

ECE301(Signals and Systems), ST371or MA421(Probability and Statistics), ECE421(Digital Signal Processing) is not required but will be helpful. MATLAB is required for homework and examples in class.

 

Course Objectives  

Upon completion of the course, the student will be able to

  • Analyze digital capture and display systems to determine their accuracy in the reproduction of images;
  • Analyze images by frequency domain and statistical methods to determine properties of the imaging systems that generated them;
  • Characterize color image capture systems, e.g., cameras and scanners, to measure their relative quality and to enhance their use in a digital imaging system;
  • Characterize color image display devices, e.g., printers and electronic displays, to measure their capability limits and to enhance their use in a digital imaging system;
  • Combine the above abilities to create an imaging system that will achieve the near optimal performance. 

 

Course Requirements  

Assignment

ECE492

ECE592

Homework (~8-9)

20%

20%

Tests (2 – 10/6,11/24)

60%

50%

Project

20%

30%

Projects will be presented during the last week of class and during the final exam time

 

Textbook  

Fundamentals of Digital Imaging, Trussell and Vrhel, Cambridge University Press, 2008, ISBN 978-0-521-86853-2 

 

Computer and Internet Requirements  

NCSU has recommended minimum specifications for computers that are generally used for courses. Those specifications can be found here: http://www.ncsu.edu/it/compspecs/

Engineering Online recommends that your computer meets or exceeds the following minimum specifications below. A computer with greater capability (processor speed, RAM, internet bandwidth, disk capacity) will be more likely to properly display the video content of Engineering Online courses.

Windows:

  • Microsoft Windows XP, Windows 2003, or Windows Vista
  • Intel-compatible 1 GHz processor
  • 512 MB RAM
  • 60 GB hard drive with 1 GB free space available
  • Video display at 1024 x 768 or greater
  • Sound output and speakers
  • Microsoft Internet Explorer 6.0 SP1 or later, Firefox 2.0 or later, or Google Chrome 1.0
  • Windows Media Player 9.0 or later
  • Real One Player Basic (required for certain courses)
  • Adobe Acrobat Reader
  • Broadband Internet connection (256 Kbps or more)

Mac OS X:

  • Mac OS X 10.4.8 or later
  • G4 processor
  • 512 MB RAM
  • 60 GB hard drive with 1 GB free space available
  • Video display at 1024 x 768 or greater
  • Sound output and speakers
  • Safari 2.0.4 (or later) or Firefox 2.0 (or later)
  • Silverlight  (viewers may be prompted to install this when first viewing a presentation)
  • Real One Player Basic (required for certain courses)
  • Adobe Acrobat Reader
  • Broadband Internet connection (256 Kbps or more)
  • NOTE:  The Flip4Mac plug-in causes problems when viewing Mediasite presentations and should be disabled.

Linux:

  • Playback of Mediasite presentations on Linux is accomplished via the Moonlight Project, an open source implementation of Microsoft Silverlight. For more installation on the installation and configuration of Moonlight, please visit http://www.go-mono.com/moonlight/. The compatible operating systems and browsers are listed on this page.
  • Microsoft Media Pack for Moonlight
  • Adobe Reader for Unix
  • Broadband Internet connection (256 Kbps or more)

 

Instructor  

Dr. Joel Trussell, Professor
Electrical & Computer Engineering
Engineering Bldg II (COE II) 3006, Box 7911
NCSU Campus
Raleigh, NC 27695

Phone: 919-515-5091
Fax: 919-515-5601
EMail: hjt@ncsu.edu