Machine Vision- Case Study• Dimension Measurement• Presence/Absence of Features
Case Study- Requirements• Number of holes• Diameter of each hole• Position of Missing hole• Diameter of ring• Diameter of each hole• Distance between A and B• Presence/absence of glue
A
B
Case Study– Processing Methods• Contrast Enhancement
Case Study– Processing Methods• Color Conversion and Sharpening
Case Study– Processing Methods• Thresholding
Case Study– Processing Methods• Edge Detection
Case Study– Processing Methods• Blobs Extraction
Case Study Dimension Measurement
•Diameter of inner circle, left and right hand side pin.
•Center to center distance between circle and half circle
•Angle between left hand side pin and the center line
•Angle between right hand side pin and the center line
• Diameter of inner circle
• Edge Length • Width of hexagonal
Case Study Dimension Measurement
•Nickel Filtration Screen used in Sugar Industry centrifuge
•Slot width measurement
•Open area of a sheet using total slot width
Case Study Dimension Measurement
Case Study Presence/Absence of Feature
• To count number of objects
• To count number of missing components
Case Study Counting of Feature
Case Study Presence/Absence of Feature• Detection of Labels• Detection of Parts• Detection of Print