TÜRKÇE
ENGLISH
Information
| Unit | TECHNICAL SCIENCES VOCATIONAL SCHOOL |
| GEOGRAPHICAL INFORMATION SYSTEMS PR. | |
| Code | CSS221 |
| Name | Image Processing Tecniques |
| Term | 2017-2018 Academic Year |
| Semester | 3. Semester |
| Duration (T+A) | 2-1 (T-A) (17 Week) |
| ECTS | 3 ECTS |
| National Credit | 2.5 National Credit |
| Teaching Language | Türkçe |
| Level | Üniversite Dersi |
| Type | Normal |
| Label | E Elective |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Öğr. Gör. MEHMET AKİF ERDOĞAN |
| Course Instructor |
Öğr. Gör. MEHMET AKİF ERDOĞAN
(Güz)
(A Group)
(Ins. in Charge)
|
Course Goal / Objective
To teach low and intermediate level image processing techniques and their applications in IDL software.
Course Content
Basic image characteristics, image formats, image generation and conversion, image processing, image processing software practices
Course Precondition
Resources
Notes
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Perception of digital image concept |
| LO02 | Understanding the elements of digital image processing |
| LO03 | Learning the principles of digital imaging |
| LO04 | Comprehension of visual perception elements |
| LO05 | Perception of histogram concept in digital image |
| LO06 | Understanding cobcept of digital image editing |
| LO07 | Learning image enhancement applications |
| LO08 | Midterm Exam |
| LO09 | Perception of non-linear image enhancement approaches |
| LO10 | Ability to filter objects from digital images |
| LO11 | Comprehension of low and high frequency filtering techniques |
| LO12 | Learning edge detection algoritms |
| LO13 | Understanding of noise suppression techniques |
| LO14 | Understanding image segmentation applications |
| LO15 | Learning morphological processes |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | - | In mathematics, science, and issues related to their areas to have adequate infrastructure. | |
| PLO02 | - | Using the basic level knowledge and skills in the field, interpret and evaluate data, identify problems, develop solutions to have the ability. | |
| PLO03 | - | Knows the concepts related to Geographic Information Systems, Knows the use of GIS software | |
| PLO04 | - | Awareness of the need for life-long learning, to follow developments in science and technology and continuous self-renewal with the skill. | |
| PLO05 | - | Following the application of production processes in industrial and service sector to have the ability. | |
| PLO06 | - | The ability to perform drawings of vocational plans and projects related to the field wins. | |
| PLO07 | - | To recognize the corporate structure of the company for the profession and have the entrepreneurial spirit. | |
| PLO08 | - | To show what they have learned and can apply independently to learn in the field of GIS and have the ability to act independently to take risks. | |
| PLO09 | - | Modern techniques that are necessary on the field, and specify the information technologies and effective tools to use. | |
| PLO10 | - | To have knowledge of GIS and produce project and apply knowledge. | |
| PLO11 | - | Design using simulation programs related to computer-aided drawing and field and professional plan and gain the ability to perform the drawings of the project. | |
| PLO12 | - | Respect for historical values, social responsibility, global, to have a social and professional ethics. | |
| PLO13 | - | Innovations in the field of effective communication techniques and be able to follow the judge to have knowledge of a foreign language. | |
| PLO14 | - | To produce a solution for problems related to GIS, to take responsibility for the team or individual it will be equipped with the ability to work. | |
| PLO15 | - | Occupational safety, health and environmental protection, and to be conscious. | |
| PLO16 | - | Required by the field to be able to use basic computer software and hardware. |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Contents, Application Areas, Definitions, History | Literature readin | |
| 2 | Elements of Digital Image Processing, Digitizers, Image Processor, Display | Literature reading and course review | |
| 3 | Digital Image Fundamentals, Uniform Sampling | Literature reading and course review | |
| 4 | Elements of Visual Perception | Literature reading and course review | |
| 5 | Gray-level Histogram | Literature reading and course review | |
| 6 | Image Enhancement, Image Brightness Modification, Threshold | Literature reading and course review | |
| 7 | Contrast Enhancement, Linear Contrast Enhancement | Literature reading and course review | |
| 8 | Midterm Exam | Literature reading and course review | |
| 9 | Non-linear Enhancement | Literature reading and course review | |
| 10 | Object Filtering | Literature reading and course review | |
| 11 | Low Frequency Filters, High Frequency Filters | Literature reading and course review | |
| 12 | Different edge detection methods | Literature reading and course review | |
| 13 | Noise Suppression | Literature reading and course review | |
| 14 | Image Segmentation | Literature reading and course review | |
| 15 | Morphological Operations | Literature reading and course review | |
| 16 | Final exam | Literature reading and course review | |
| 17 | Final exam | Literature reading and course review |
Assessment (Exam) Methods and Criteria
| Assessment Type | Midterm / Year Impact | End of Term / End of Year Impact |
|---|---|---|
| 1. Midterm Exam | 50 | 20 |
| 1. Homework | 50 | 20 |
| General Assessment | ||
| Midterm / Year Total | 100 | 40 |
| 1. Final Exam | - | 60 |
| Grand Total | - | 100 |