- Category:
- Special Effects
- Tags:
-
- File Size:
- 67kb
- Update:
- 2018-04-28
- Downloads:
- 0 Times
- Uploaded by:
- 刘宇123
Description: (1) calculate the LBP pattern of each pixel in the image (equivalent mode, or rotation invariant + equivalent mode).
(2) then the LBP eigenvalue histogram of each cell is calculated, and then the histogram is normalized (for each cell, for each bin, h[i]/=sum, sum is the number of all the equivalent classes in a pair of images).
(3) finally, the statistical histogram of each cell is connected into a feature vector, that is, the LBP texture feature vector of the whole picture.
Then, SVM or other machine learning algorithms can be used for classification and recognition.
To Search:
File list (Check if you may need any files):
| Filename | Size | Date |
|---|
| getmapping.m | 2762 | 2018-04-20
|
| LBP.m | 6068 | 2018-04-20
|
| lbptest.m | 1683 | 2018-04-20
|
| test1.bmp | 66614 | 2018-04-20
|
| test2.bmp | 66614 | 2018-04-20
|
| test3.bmp | 66614 | 2018-04-20
|
| test4.bmp | 66614 | 2018-04-20 |
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