Digital Image Processing
Introduction
Introduction
“One picture is worth more than ten
thousand words
”
Anonymous
Contents
•This lecture will cover:
– What is a digital image?
– What is digital image processing?
– Examples of digital image processing
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
What is a digital image? (Cont.)
• Pixel values typically represent gray
levels, colours, heights, opacities etc
• Remember digitization implies that a
digital image is an approximation of a real
scene
1 pixel
What is Digital Image
Processing?
• 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
Uses of DIP
– Satellite Image enhancement/restoration
– Artistic effects
– Medical visualisation
– Law enforcement
– Human computer interfaces
Examples: Image Enhancement
• One of the most common uses of DIP
techniques: improve quality, remove noise etc
Examples: The Hubble
Telescope
•Launched in 1990 the Hubble
telescope can take images of
very distant objects
•However, an incorrect mirror
made many of Hubble
’s
images useless
•Image processing
techniques were
used to fix this
Examples: Artistic Effects
• Artistic effects are used to make images
more visually appealing, to add special
effects and to make composite images
Examples: Medicine
Take slice from MRI (Magnetic Resounance Imaging) scan of a heart,
and find boundaries between types of tissue
– Image with gray levels representing tissue density
– Use a suitable filter to highlight edges
Examples: GIS
•Geographic Information Systems
– Digital image processing techniques are used
extensively to manipulate satellite imagery
– Terrain classification ()التضاريس
– Meteorology (ةيوجلا داصرلأا)
Examples: Law Enforcement
•Image processing techniques are used extensively by law enforcers
– Number plate recognition for speed cameras/automated toll
systems
– Fingerprint recognition
Examples: HCI
•Try to make human computer interfaces more natural
– Face recognition
– Gesture recognition
•Does anyone remember the
user interface from
“Minority Report”?
•These tasks can be extremely difficult