TÜRKÇE
ENGLISH
Information
| Code | FK706 |
| Name | Introduction to Image Processing II |
| Term | 2022-2023 Academic Year |
| Term | Spring |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Doktora Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. HACI MUSTAFA KANDIRMAZ |
| Course Instructor |
1 |
Course Goal / Objective
In this course our aim is to give basics of image processing to students
Course Content
In this course informations about types of image, histogram, filtering and classification will be introduced
Course Precondition
none
Resources
Digital Digital Image processing-Rafael C. Gonzales, Richard E. Woods
Notes
Görüntü İşlemeye Giriş - Aybars UĞUR
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Knows properties of electromagnetic spectrum |
| LO02 | Defines image and image formation |
| LO03 | knows Image enhancement |
| LO04 | Gets basics of image filtering |
| LO05 | knows the basics of classification and classification types |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Based on the qualifications of the MA level, develops and deepens the current and advanced knowledge in the area by unique means of thinking and / or research at mastery level and comes up with original definitions which bring about novelty to the physics area. | 2 |
| PLO02 | Bilgi - Kuramsal, Olgusal | Use the equipment used in the field. | 3 |
| PLO03 | Bilgi - Kuramsal, Olgusal | Gain experience on experimental measurements and their graphical representation with appropriate units and accuracy | 2 |
| PLO04 | Bilgi - Kuramsal, Olgusal | Interpret observational and experimental results. | 2 |
| PLO05 | Bilgi - Kuramsal, Olgusal | Deduce from sources which are obtained by research during the process of preparing proficiency exam. | 1 |
| PLO06 | Bilgi - Kuramsal, Olgusal | Interpret information in their field written and oral | 3 |
| PLO07 | Bilgi - Kuramsal, Olgusal | Demonstrate the knowledge of appropriate mathematical techniques used in physics. | 4 |
| PLO08 | Bilgi - Kuramsal, Olgusal | Has a knowledge about the logic of scientific research. | 2 |
| PLO09 | Bilgi - Kuramsal, Olgusal | Makes use of the conceptual and practical knowledge acquired in the physics field at mastery level. | 2 |
| PLO10 | Bilgi - Kuramsal, Olgusal | Has attained advanced skills to apply research methods in studies related with the physics area. | 3 |
| PLO11 | Bilgi - Kuramsal, Olgusal | Develops a scientific method that brings innovation to science. | 1 |
| PLO12 | Bilgi - Kuramsal, Olgusal | Performs the critical analysis, synthesis and evaluation of new and complicated thought. | 1 |
| PLO13 | Bilgi - Kuramsal, Olgusal | Can demonstrate the ability to perform an independent research in a specific issue related to physics. | 3 |
| PLO14 | Bilgi - Kuramsal, Olgusal | Acts as a leader in environments where it is necessary to solve original and interdisciplinary problems. | 1 |
| PLO15 | Bilgi - Kuramsal, Olgusal | To keep track of the developments in physics and updates himself/herself invariably. | 4 |
| PLO16 | Bilgi - Kuramsal, Olgusal | Can calculate the predictions of a physical theory and compare with the experimental results. | |
| PLO17 | Bilgi - Kuramsal, Olgusal | Comprehends the interdisciplinary interaction with which the physics area is related. | |
| PLO18 | Bilgi - Kuramsal, Olgusal | Shares his/her ideas and suggestions for solutions to the physical problems with experts and non-experts by supporting them with quantitative and qualitative data. | |
| PLO19 | Bilgi - Kuramsal, Olgusal | Can develop original solutions to physical problems. | |
| PLO20 | Bilgi - Kuramsal, Olgusal | Can prepare a scientific article and can publish scientific articles about his/her field in international refereed journals. |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Electromagnetic radiation | Read related documents | Öğretim Yöntemleri: Anlatım |
| 2 | Image acquisition | Read related documents | Öğretim Yöntemleri: Anlatım |
| 3 | Image restoration | Read related documents | Öğretim Yöntemleri: Anlatım |
| 4 | basic mathamatical operations | Read related documents | Öğretim Yöntemleri: Anlatım |
| 5 | Image enhancement | Read related documents | Öğretim Yöntemleri: Anlatım |
| 6 | Geo referencing | Read related documents | Öğretim Yöntemleri: Anlatım |
| 7 | Some applications | Read related documents | Öğretim Yöntemleri: Anlatım |
| 8 | Mid-Term Exam | Read related documents | Ölçme Yöntemleri: Yazılı Sınav |
| 9 | Image filtering | Read related documents | Öğretim Yöntemleri: Anlatım |
| 10 | multi-spectral image processing | Read related documents | Öğretim Yöntemleri: Anlatım |
| 11 | Image Classification | Read related documents | Öğretim Yöntemleri: Anlatım |
| 12 | Classification models | Read related documents | Öğretim Yöntemleri: Anlatım |
| 13 | Applications | Read related documents | Öğretim Yöntemleri: Anlatım |
| 14 | Applications-continued | Read related documents | Öğretim Yöntemleri: Anlatım |
| 15 | Project Applications | Read related documents | Öğretim Yöntemleri: Anlatım |
| 16 | Project Applications-continued | Read related documents | Öğretim Yöntemleri: Anlatım |
| 17 | Term Exams | Read related documents | Ölçme Yöntemleri: Yazılı Sınav |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 3 | 42 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 5 | 70 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 0 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 13 | 13 |
| Final Exam | 1 | 25 | 25 |
| Total Workload (Hour) | 150 | ||
| Total Workload / 25 (h) | 6,00 | ||
| ECTS | 6 ECTS | ||