Classification-of-Gastrointestinal-Diseases-of-Stomach
Classification-of-Gastrointestinal-Diseases-of-Stomach-from-WCE-using-the-improved-Saliency-based-me
Classification of Gastrointestinal Diseases of Stomach from WCE using the improved Saliency-based method and Color Features
Proposed Methodology
Segmentation
Active Contour-based segmentation
Algorithm 1: Initialize the Mask (φ^0)
Step 1: Set the initial Mask to zero
Step 2: MinPixelRange ← 50, MaxPixelRange ← 210
Step 3: rows ← MinPixelRange, cols ← MinPixelRange
Step 4: For rows to MaxPixelRange
if (rows == MinPixelRange)
MaxPixelValue ← Selected Channel (rows, cols)
End if
For cols to MaxPixelRange
if (Selected Channel (rows, cols) ≥ MaxPixelValue)
MaxPixelValue ← Selected Channel (rows, cols)
R ← rows
C ← cols
End if
End inner For
End outer For
Step 5: Create MaskValue1 ← ((R+C))/2, and MaskValue2 ← MaskValue1/2
Step 6: Get final Mask ((MaskValue2, MaskValue1), (MaskValue2, MaskValue1))
Improved Saliency-based segmentation
Figure 4: Improved saliency-based segmentation effects.
Figure 5: Proposed fusion effects using MAP approach.
Feature Extraction
Figure 6: Flow diagram of Features extraction and reduction.
Results
Results Comparison & Analysis
Cita come
Muhammad Rashid (2024). Classification-of-Gastrointestinal-Diseases-of-Stomach (https://github.com/rashidrao-pk/Classification-of-Gastrointestinal-Diseases-of-Stomach-from-WCE-using-the-improved-Saliency-based-me), GitHub. Recuperato .
Compatibilità della release di MATLAB
Compatibilità della piattaforma
Windows macOS LinuxTag
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Scopri Live Editor
Crea script con codice, output e testo formattato in un unico documento eseguibile.
codes
Le versioni che utilizzano il ramo predefinito di GitHub non possono essere scaricate
Versione | Pubblicato | Note della release | |
---|---|---|---|
1.0.0 |
|