Abstract
Now a days industrial technology advanced. Led to production become more and more automatic. In automatic production. One of the most important goal is to atomate measurement. With an accurate. measurement, can we make the correct decision and action. There are two type of measurement, direct contact measurement and computer vision measurement. Here we adopt computer measurement. The reason why we choose this method is because computer vision have better speed and can still retain a good accuracy. The project we are going to measure is the basic geometric property of industrial machining tool and estimate its tool type.For geometric measurement. We first need to perform a segmentation to the foreground tool. We use background segmentation to segment out part of the image which is background and which is foreground. We use two different methods to achieve this. First is traditional computer vision method. And second is deep learning method.
Date of Award | 2021 |
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Original language | English |
Supervisor | James Jenn-Jier Lien (Supervisor) & Shu-Mei Guo (Supervisor) |