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Member Name Sec BN
Ahmed khaled hilal 1 3
Dalia lotfy Abdulhay 1 30
Radwa Saeed Mohammady 1 33
Meeran Ahmed Mostafa 2 34
Yousef Samir 2 49
Group NO. 8
Contact mail : [email protected]

Results :

Thresholding:

1- Optimal Threshold

  • Original image

  • After Applying Global optimal threshold

  • After Applying local optimal threshold

2- Otsu Threshold

  • Original image

  • After Applying Global Otsu threshold

  • After Applying local Otsu threshold

3- Spectral Threshold

  • Original image

  • After Applying Global Spectral threshold

  • After Applying local Spectral threshold

Conversion from RGB to LUV :

  • Original image

  • After Applying luv conversion

Segmentation:

1- K-Mean

  • Original image

  • After Segmentation

2- Mean Shift

  • Original image

  • After Segmentation

3- Agglomerative method

  • Original image

  • After Segmentation

4- Region growing

  • Original image

  • After Segmentation

Ui Screenshots :

Computation Time :

Thresholding

  • Optimal

  • Otsu

  • Spectral

Segmentation

  • K- Mean

  • MeanShift

  • Agglomerative

  • Region growing

Note : Agglomerative method takes long time to compute, so we use small image as input (that is the reason of appearing pixels in image. )