Sonar-Image-Segmentation-through-Entropy-Method
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SuperBruceJia
SuperBruceJia
This is a MATLAB implementation of Sonar Image Segmentation via Entropy Method
Sonar Image Segmentation via Entropy Method
Author: Shuyue Jia and Ziyu Huo @ Human Sensor Laboratory, School of Automation Engineering, Northeast Electric Power University, Jilin, China.
Date: June of 2018
Read the Original Shipwrecked Sonar Image
Gray the Image
Denoise the Image: DCT (Discrete Cosine Transform) Denoise
Edge Detection (Roberts Operator)
Removing Shadow Boundaries
Image Localization (Threshold)
Remove Ship Boundaries
Image Dilate White Pixel (Morphology Dilation)
Merge Denoise & Dilation Images
2-D Entropy Segamentation
Postprocessing
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This is a MATLAB implementation of Sonar Image Segmentation via Entropy Method