Course title
L0365200
Digital Media Processing 1

 ijiri takashi Click to show questionnaire result at 2017
Course description
Image processing is indispensable for various fields, including industry, natural science, entertainment, and so on. This lecture, Digital Media Processing 1, introduces basic image-processing techniques such as digital image acquisition, filtering, geometric transform and image segmentation. For each technique, the lecture provides interactive demonstrations with source codes (python and/or C++) to support your deep comprehension.
Purpose of class
To learn various basic algorithms for image processing.
Goals and objectives
  1. Introduction to digital image processing - Become to be able to explain techniques of image acquisition
  2. Image filtering - Become to be able to explain basic filters, such as tone curve, linear and non-linear filters.
  3. Geometric transformation – Become to be able to explain affine transform and interpolation.
  4. Become to be able to write python programs for image processing
Language
Japanese
Class schedule

 Class schedule HW assignments (Including preparation and review of the class.) Amount of Time Required
1. Introduction 1: Digital image, sampling and quantization Review the lecture and prepare the next one by checking online lecture note. 200minutes
2. Introduction 2: Digital camera, human vision, color Review the lecture and prepare the next one by checking online lecture note. 200minutes
3. Filtering 1: tone curve, linear filters Review the lecture and prepare the next one by checking online lecture note. 200minutes
4. Filtering 2: non-linear filters, halftoning Review the lecture and prepare the next one by checking online lecture note. 200minutes
5. Filtering 3: DFT, frequency filters Review the lecture and prepare the next one by checking online lecture note. 200minutes
6. Mid-term examination Prepare for the exam. 200minutes
7. Programming exercise (PC room): Introduction to python solve assignment 200minutes
8. Programming exercise (PC room): solve assignment 200minutes
9. Programming exercise (PC room): solve assignment 200minutes
10. Programming exercise (PC room): solve assignment 200minutes
11. Geometric transform : affine transform and image interpolation Review the lecture and prepare the next one by checking online lecture note. 200minutes
12. Convolution and deconvolution Review the lecture and prepare the next one by checking online lecture note. 200minutes
13. Image compression Review the lecture and prepare the next one by checking online lecture note. 200minutes
14. Examination. prepare for the examination 200minutes
15.
Total. - - 2800minutes
Relationship between 'Goals and Objectives' and 'Course Outcomes'

 midterm exam Final exam assignment Total.
1. 20% 10% 30%
2. 20% 10% 30%
3. 10% 10%
4. 30% 30%
Total. 40% 30% 30% -
Evaluation method and criteria
By examinations and assignements
Textbooks and reference materials
CG-Arts協会（画像情報教育進行委員会）『ディジタル画像処理[改訂新版] 大型本』 (in Japanese).
All the lecture notes will be uploaded at takashiijiri.com/classes/ about one week before the lecture. I recommend you to check them in advance.
Prerequisites
I recommend you to make a study plan based on this syllabus and online lecture notes (takashiijiri.com/classes/).
Office hours and How to contact professors for questions
  • Friday 10:40-12:30
Relation to the environment
Non-environment-related course
Regionally-oriented
Non-regionally-oriented course
Development of social and professional independence
  • Course that cultivates a basic problem-solving skills
Active-learning course
About half of the classes are interactive
Last modified : Wed Oct 17 06:50:01 JST 2018