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EPE462 INDUSTRIAL MACHINE VISION
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EPE462 Discussion Forum
12 October - 18 October
Teaching Schedule - EPE462 (2020_21)_updated_11 Nov 2020
Assignment project_updated
Teaching Schedule - EPE462 (2020_21)_updated_23 Nov 2020
Assignment: Link to sample reports and slides
PDF Slides: Introduction to EPE462 course
Resources: Introduction to Machine Vision
Lecture video: Online lecture on 12 October 2020
PDF Slides: Topic 1 - Design of Industrial Machine Vision Systems
Webex link: Online class (Thursday 15 Oct 2020)
Student list
Lecture video: Online lecture on 15 Oct. (Part 1)
Lecture video: Online lecture on 15 Oct. (Part 2)
19 October - 25 October
PDF Slides: Topic 2 - Scene Constraints (Part 1)
Resources: A Practical Guide to Machine Vision Lighting - National Instruments
Resources: Strobe Lighting for Machine Vision
Resources: AIA - Beginning Lighting for Machine Vision - Part One (video)
Online lecture on 19 Oct. 2020
Lecture video: Online lecture on 19 Oct 2020
Online lecture on 22 Oct 2020
Lecture video: Online lecture on 22 Oct. 2020 (Part 1)
Lecture video: Online lecture on 22 Oct. 2020 (Part 2)
26 October - 1 November
PDF Slides: Topic 2 - Scene Constraints (Part 2)
Online lecture on 26 Oct 2020
Lecture video: Online lecture on 26 Oct. 2020
2 November - 8 November
PDF Slides: Topic 3 - Image Acquisition
Online lecture on 2 Nov. 2020
Lecture video: Online lecture on 2 Nov. 2020
Online lecture on 5 Nov. 2020
Quiz 1 (Topic 2 - Scene Constraints)
Lecture video: Online lecture on 5 Nov. 2020 (Part 1)
Lecture video: Online lecture on 5 Nov. 2020 (Part 2)
Strobe Lighting for Machine Vision
Are more pixels better
Camera Types and Interfaces for Machine Vision
9 November - 15 November
PDF Slides: Topic 4 - Image Processing
Online lecture on 9 Nov. 2020
Lecture video: Online lecture on 9 Nov. 2020
Online lecture on 12 Nov. 2020
Lecture video: Online lecture on 12 Nov. 2020 (Part 1)
Lecture video: Online lecture on 12 Nov. 2020 (Part 2)
16 November - 22 November
Online lecture on 16 Nov. 2020
Assignment Project (Proposal and one-page slide)
Grouping for Machine Vision assignment project & presentation schedule
Lecture video: Online class on 16 Nov. 2020
Online lecture on 19 Nov. 2020
Link to Online Assignment Project Proposal Presentation
Lecture video: Online lecture on 19 Nov. 2020
23 November - 29 November
Online lecture on 23 Nov. 2020
Topic 4 - Activity 2
Lecture video: Online lecture on 23 Nov. 2020
Online lecture on 26 Nov. 2020
EPE462 Test (Upload test answers here in PDF format)
Lecture video: Online class on 26 Nov. 2020
Offline lecture video (Topic 4 - Image Processing) (Part 1)
Offline lecture video (Topic 4 - Image Processing) (Part 2)
30 November - 6 December
MATLAB Image Processing Workshop
MATLAB IP toolbox workshop_slides
Images for MATLAB workshop
Video lecture: MATLAB Image Processing Workshop (Part 1)
Video lecture: MATLAB Image Processing Workshop (Part 2)
Quiz 1 (Topic 2)_answers
Quiz 2 (Topic 3 - Image acquisition) (Responses) (marked)
Quiz 3 (Topic 4 - Image Processing) (Responses) (marked)
EPE462 (Industrial Machine Vision) Test_answer scheme
EPE462 coursework marks_updated (Prof Mani's component)
7 December - 13 December
WhatsApp Group (Yen)
00 Introduction_upd
501 Segmentation
501 Segmentation
502 Point, line and edge detection
502 Point, line and edge detection
503 Edge linking & Hough Transform
503 Edge linking & Hough Transform
Submission of activity - slide no. 12
504 Thresholding
504 Thresholding
505 Region based segmentation
505 Region based segmentation
External talk by TMS Lite Sdn Bhd
Assignment (YKS)
14 December - 20 December
Important dates updated
601 Feature Extraction
601 Feature Extraction
602 Image codes
602 Image codes
603 Image features
603 Image features
Submission of activity - slide no. 19
604 Mathematical morphology operation
604 Mathematical morphology operation
21 December - 27 December
701 Pattern Classification
701 Pattern Classification
702 Decision theoretic approach
702 Decision theoretic approach
Submission of activity - slide no. 7
703 Template matching
703 Template matching
704 Bayes classifier
704 Bayes classifier
705 Rule-based classification
705 Rule based classification
28 December - 3 January
706 Neural network approaches
706 Neural network approaches
707 A walk-through example
707 A walk through example
708 Confusion Matrix
708 Confusion Matrix
Submission of activity - slide no. 11
709 Classification using deep learning model
709 Classification using deep learning model
4 January - 10 January
Assignment (YKS) - Report Submission
Assignment (YKS) - m.file submission
11 January - 17 January
EPE462 Assignment Project Report Submission
EPE462 - ASSIGNMENT PRESENTATION SCHEDULE
Assignment project marks
18 January - 24 January
EPE462 Assignment project presentation & viva (21 Jan)
25 January - 31 January
Coursework marks (YKS)
Answers to quizzes & test (YKS)
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EPE462 INDUSTRIAL MACHINE VISION
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Courses
ENGINEERING
SCHOOL OF MECHANICAL ENGINEERING
Semester I
EPE462 INDUSTRIAL MACHINE VISION
Summary
EPE462 INDUSTRIAL MACHINE VISION
TO PROVIDE KNOWLEDGE OF THE CONCEPT OF MACHINE VISION SYSTEM AND THE APPLICATION OF MACHINE VISION IN MANUFACTURING INDUSTRY
Lecturer:
IR. DR. YEN KIN SAM
Lecturer:
PROFESOR DR. MANI MARAN A/L RATNAM
Skill Level
:
Beginner