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APECE-505Intelligent System Engineering
Basics of Digital Image Processing!
Md. Atiqur Rahman Ahad
Reference books:
– Digital Image Processing, Gonzalez & Woods.
- Digital Image Processing, M. Joshi
- Computer Vision – a modern approach, Forsyth & Ponce
Topics
- Imaging types- Applications- Illusions
Image: - gazou 画像2-D function – f(x,y) x,y → spatial (plane) coordinatesf → intensity/ gray level of the image at that point (x,y)
Pixel: - gasou 画層Picture element, image element, pels, pixels
Image: 2D array of gray level or color values
Pixel: Array element Picture Element
• It’s 2D• It’s a square• It has one color• It may be any color
Pixel value: Arithmetic value of gray level or color intensity
Gray level image: f = f(x,y) Color image: f = {Rred(x,y), Ggreen(x,y), Bblue(x,y)}
Image Types:1. Gamma-ray imaging 2. X-ray imaging - rentogen3. Imaging in Ultraviolet (UV) bands4. Imaging in Visible and Infrared (IR) bands5. In Microwave band6. In Radio band~ others ...
Principal energy source for images: electromagnetic energy spectrum
1. Gamma-ray imaging- in nuclear medicine,
astronomical observations
Positron-emission tomography - PET
PET imageBone scan
Liver metastases of a colorectal tumor are clearly visible within the abdominal region of the image
PET scan of human brain
Bone scan
2. CT X-ray imaging
CAT – Computerized Axial Tomography
Head CT
Chest X-ray
3. UV band
Applications:LithographyIndustrial inspectionLaserMicroscopyBiological imaging
Normal vs. diseased corn
4. Visible & IR band
MicroscopyRemote sensing/ GIS
Remote sensing
GIS: 地理情報システム (Geographic Information System)
Infra-red (IR) [sekigaisen] imaging
USA
IR imaging
日本Bangladesh
Color thermal image
Automated visual inspections
Lens for eye - damages!!
Circuit board
Visual Spec. – applications
Finger print
License plate reading
5. Microwave – Radar
6. Radio band – medicine and astronomy
MRI – magnetic resonance imaging
knee spine
Neutron star
7 .Ultrasound imaging!
millions of pulses & echoes are sent, and received each second
akachan
thyroids muscle with lesion
Electron microscopy
TEM – Transmission electron microscopeSEM – Scanning electron microscope
Simultaneous contrast!
Optical illusions!
No line in the square!
circle!?
=?
Same distance? Parallel??