Fuzzy-C-Means-Clustering-Sonar-Image-Segmentation
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SuperBruceJia
SuperBruceJia
An Implementation of Sonar Image Segmentation through Fuzzy C-means Clustering
Sonar Image Segmentation via Fuzzy C-means Clustering
Author: Shuyue Jia and Ziyu Huo @ Human Sensor Laboratory, School of Automation Engineering, Northeast Electric Power University, Jilin, China.
Date: August of 2018
These are dozens of segmentation experiments on sonar images via Fuzzy Method.
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
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An Implementation of Sonar Image Segmentation through Fuzzy C-means Clustering