CS430 - S'05
Lecture 04 : 1/25/05
Reading Assignment: 3 Gonzalez/Woods
Today's Topics
- Histogram Specification
- Local Processing
- Image Arithmetic Operations
- Image Logic Operations
"Pay Up or Else!"
Bit-plane Slicing
Histogram Equalization
- Use previous lecture links.
- GW:Figure 3.17 & 3.18 is an excellent example.
Histogram Specification
- Obtain the histogram of the given image.
- Use equalization to precompute a mapped level s(k) for each level r(k).
- Obtain the transformation function G from the specified histogram using
equalization.
- Precompute z(k) for each value s(k).
- For each pixel in the original image, if the value of that
pizel is r(k), map this value to the corresponding level s(k); then
map level s(k) into the final level z(k). Use precomputed values
for these mappings.
- (
ppt |
pdf) Histogram Specification Slides
Original image.
Specified histogram and results in GW:Fig 3.22.
Local Processing
- Local Equalization GW Fig 3.23
- Local Statistics GW Fig 3.26
Image Logic
Image Arithmetic