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Home / programming language / Online Matlab Projects / Comparison of Feature Extraction Techniques to classify Oral Cancers using Image Processing
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Matlab Projects - Digital Image Proecessing, Communication, Academic Projects.
  • Matlab Projects - Digital Image Proecessing, Communication, Academic Projects.

Comparison of Feature Extraction Techniques to classify Oral Cancers using Image Processing

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SKU: PROJ7673 Categories: 2017 Projects, Digital Image Processing Projects, Final Year Projects, Online Matlab Projects, programming language Tags: Android Project, Asp.Net Project, C# Project, Computer Engineering Final Year Projects, Computer Science Final Year Projects, Electronics Projects Engineering Students Final Year, Engineering Student Project Ideas, Final Semester Projects, Final Year Project Center, Final Year Projects, ieee ECE Projects, ieee EEE Projects, ieee Final Year Projects, IEEE Projects, ieee Projects Networking, Image Processing Projects, J2EE Project, Java Project, Java Project Code, Matlab Project, PHP Project, Students Projects
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Comparison of Feature Extraction Techniques to classify Oral Cancers using Image Processing

Abstract— Oral cancer is the sixth most vulnerable cancer in the world, which accounts for over thirty percent of all cancers reported in the country and oral cancer control is quickly becoming a global health priority. In this work, a system is developed to segment, extract features and classify cancers. Later, a comparison is made. The proposed system consists of fve steps. First, the images are enhanced and the Region of Interest (ROI) is segmented using Marker Controlled Watershed Segmentation. Feature Extraction methods like Gray Level Co-occurrence Matrix (GLCM), Intensity Histogram and Gray Level Run Length Matrix (GLRLM) are used to extract features from ROI. Next, classification is made using Support Vector Machine (SVM) classifier to classify the tumor as benign or malignant mass and a comparative study is performed to identify the best feature extraction technique. Cancer has become one of the leading causes of death in India. Oral cancer has high mortality ratio among all malignancies. It constitutes 17% of all cancers in males and 10.5% of all cancers in females making it the commonest cancers in males and the third commonest cancer among females. < final year projects >

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