Course title
L03652002
Digital Media Processing 1

 ijiri takashi Click to show questionnaire result at 2018
Course description
Image processing is indispensable for various fields, including industry, natural science, entertainment, and so on. This class, Digital Media Processing 1, introduces basic image-processing techniques such as digital image acquisition, filtering, and geometric transform. For most of algorithms presented in class, interactive demonstrations with source codes (python) will be provided to support your deep comprehension.

Lecture note is available at takashiijiri.com
Lecture video is also available at scomb.
Purpose of class
To learn various basic algorithms for image processing.
Goals and objectives
  1. Introduction to digital image processing - Goal is to be able to explain techniques of image acquisition
  2. Image filtering - Goal is to be able to explain basic filters, such as tone curve, linear and non-linear filters.
  3. Geometric transformation – Goal is to be able to explain affine transform and interpolation.
  4. Programing assignments - Goal is to be able to write programs of various basic image processing algorithms
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'

 exam programing assignment Total.
1. 15% 10% 25%
2. 15% 10% 25%
3. 20% 10% 30%
4. 20% 20%
Total. 50% 50% -
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
Course by professor with work experience
Work experience Work experience and relevance to the course content if applicatable
N/A N/A
Last modified : Fri Oct 18 04:02:29 JST 2019