| Course title | |||||
| 画像工学 [Image Engineering] | |||||
| Course category | technology speciality courses | Requirement | Credit | 2 | |
| Department | Year | 3～4 | Semester | 1st | |
| Course type | 1st | Course code | 023663 | ||
| Instructor(s) | |||||
| 清水 昭伸, 清水 郁子 [SHIMIZU Akinobu, SHIMIZU Ikuko] | |||||
| Facility affiliation | Faculty of Engineering | Office | Email address | ||
| Course description |
|
In this course, students will learn about basics of image processing and computer vision. Basic theory and algorithms will be explained for processing input digital images using a computer to extract some kinds of information. |
| Expected Learning |
| See the Curriculum maps. |
| Course schedule |
|
1. Introduction and imaging 2. Digital image ( sampling, quantization, color), Human perception 3. Statistics of image, Gray value transformation, Spatial filtering 4. Detection of lines and corners 5. Geometric transformation 6. Connected component processing, Thinning, Distance transform 7. Frequency filtering 8. Binary image processing 9. Region processing 10. Detection of patterns and geometric objects 11. Obtaining 3D information(1) 12. Obtaining 3D information(2) 13. Processing of image sequences 14. Big-data and deep learning 15. Computational anatomy and medical image processing |
| Prerequisites |
| You should prepare and review the contents of this lecture in addition to the standard hours (30 hours) of lectures, using teaching materials and reference books.In addition to 30 hours that students spend in the class, students are recommended to prepare for and revise the lectures, spending the standard amount of time as specified by the University and using the lecture handouts as well as the references specified below. |
| Required Text(s) and Materials |
| Digital image processing (in Japanese), CG-ARTS society. |
| References |
| Assessment/Grading |
|
The grade evaluation in this online class is premised on all attendances, and comprehensively evaluates the attitude to learn, quizzes, report, and/or online tests. Standard study time set by the our university is required to get the grade. Grade will be given according to the following criteria by comprehensive evaluation: S: 90 points or more, A: 80 or more and less than 90 points, B: 70 or more and less than 80 points, C: 60 or more and less than 70 points. |
| Message from instructor(s) |
| Course keywords |
| Image processing, computer vision |
| Office hours |
| Remarks 1 |
| Remarks 2 |
| Related URL |
| google classroom ( class code : syxbyp2) |
| Lecture Language |
| Japanese |
| Language Subject |
| Last update |
| 4/1/2022 8:38:31 AM |