Feature extraction for defect classification

This research project aims to determine the best method of image classification of the different defect types with high accuracy using Support Vector Machine (SVM) for classification. In the first experiment, features are extracted from defect images by convolving the image with Root Filter Set...

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Bibliographic Details
Main Author: Chen, Gary Yan Hong
Other Authors: Ho Shen Shyang
Format: Final Year Project
Language:English
Published: 2016
Subjects:
Online Access:http://hdl.handle.net/10356/66657
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Institution: Nanyang Technological University
Language: English