| Ders Adı | Kodu | Yarıyıl | T+U Saat | Kredi | AKTS |
|---|---|---|---|---|---|
| Image Processıng For Mechatronıcs Engıneers | MEK 517 | 0 | 3 + 0 | 3 | 6 |
| Ön Koşul Dersleri | |
| Önerilen Seçmeli Dersler | |
| Dersin Dili | Türkçe |
| Dersin Seviyesi | YUKSEK_LISANS |
| Dersin Türü | Seçmeli |
| Dersin Koordinatörü | Prof.Dr. RAŞİT KÖKER |
| Dersi Verenler | |
| Dersin Yardımcıları | Res. Asst. Ziya EKŞİ |
| Dersin Kategorisi | Alanına Uygun Öğretim |
| Dersin Amacı | To learn the Image Processing basics, To understand the pattern recognition methods. |
| Dersin İçeriği | Introduction to digital image processing, two-dimensional systems, image enhancement, image coding and compression, image recognition , recognition and classification, image segmentation, advanced image recognition applications |
| # | Ders Öğrenme Çıktıları | Öğretim Yöntemleri | Ölçme Yöntemleri |
|---|---|---|---|
| 1 | Recognizes the components of an image. | Lecture, | Testing, Homework, |
| 2 | Knows the image enhancement and restoration method | Lecture, Question-Answer, | Testing, |
| 3 | Uses the Image coding and compression | Lecture, | Testing, Homework, |
| 4 | Have information about the image recognition procedures | Lecture, Question-Answer, | Testing, Project / Design, |
| 5 | Uses the classification techniques | Lecture, Project Based Learning, | Testing, Project / Design, |
| 6 | Performs image recognition application using segmentation techniques | Lecture, Project Based Learning, | Testing, Project / Design, |
| 7 | Performs various pattern recognition applications |
| Hafta | Ders Konuları | Ön Hazırlık |
|---|---|---|
| 1 | Introduction to digital image processing | |
| 2 | Two-dimensional systems image segmentation, advanced image recognition applications | |
| 3 | Image enhancement | |
| 4 | Image coding | |
| 5 | Image compression | |
| 6 | Introduction to Pattern Recognition | |
| 7 | Recognition and classification | |
| 8 | Recognition and classification | |
| 9 | Segmentation | |
| 10 | Segmentation | |
| 11 | Advanced Pattern Recognition Applications | |
| 12 | Advanced Pattern Recognition Applications | |
| 13 | Advanced Pattern Recognition Applications | |
| 14 | Advanced Pattern Recognition Applications |
| Kaynaklar | |
|---|---|
| Ders Notu | |
| Ders Kaynakları | 1. R. C. Gonzalez and P. Wintz, ?Digital Image Processing?, Second Edition, Addison-Wesley Publishing, 1987. 2. K. Castlemann. ?Digital Image Processing?, Prentice Hall of India Ltd., 1996. 3. A. K. Jain, ?Fundamentals of Digital Image Processing?, Prentice Hall of India Pvt. Ltd., 1995. 4. Sing Tze Bow, M. Dekker, ?Pattern Recognition and Image Processing?, 1992 5. M. James, ?Pattern Recognition?, BSP professional books, 1987. 6. P. Monique and M. Dekker, ?Fundamentals of Pattern Recognition?, 1989. |
| Sıra | Program Çıktıları | Katkı Düzeyi | |||||
|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | |||
| 1 | Ability to access wide and deep information with scientific researches in the field of Engineering, evaluate, interpret and implement the knowledge gained in his/her field of study | X | |||||
| 2 | Develop new strategic approach and produce solutions by taking responsibility in unexpected and complicated situations in mechatronic engineering | ||||||
| 3 | Aware of social, scientific and ethical values guarding adequacy at all professional activities and at the stage of data collection, interpretation, and announcement | ||||||
| 4 | Develop and use data processing and communication technologies together with the machine, electronic and computer software-hardware knowledge required by the field of mechatronic engineering expertise | ||||||
| 5 | Ability to complete and implement "limited or incomplete data" by using the scientific methods. | X | |||||
| 6 | Ability to consolidate engineering problems, develop proper method(s) to solve and apply the innovative solutions to them | X | |||||
| 7 | Ability to develop new and original ideas and method(s), to develop new innovative solutions at design of system, component or process | X | |||||
| 8 | Ability to design and apply analytical, modeling and experimental based research, analyze and interpret the faced complex issues during the design and apply process | ||||||
| 9 | Gain high level ability to define the required information and data | ||||||
| 10 | Aware of new and developing application of profession and ability to analyze and study on those applications | ||||||
| 11 | Ability to interpret engineering applications social and environmental dimensions and it´s compliance with the social environment | ||||||
| 12 | At least be capable of oral and written communication in a foreign language | ||||||
| 13 | Ability to work in multi-disciplinary teams and to take responsibility to define approaches for complex situations | ||||||
| 14 | Systematic and clear verbal or written transfer of the process and results of studies at national and international environments | ||||||
| 15 | Gain comprehensive information on modern techniques, methods and their borders which are being applied to engineering | ||||||
| Değerlendirme Sistemi | |
|---|---|
| Yarıyıl Çalışmaları | Katkı Oranı |
| 1. Ara Sınav | 40 |
| 1. Kısa Sınav | 10 |
| 1. Ödev | 15 |
| 1. Proje / Tasarım | 35 |
| Toplam | 100 |
| 1. Yıl İçinin Başarıya | 60 |
| 1. Final | 40 |
| Toplam | 100 |
| AKTS - İş Yükü Etkinlik | Sayı | Süre (Saat) | Toplam İş Yükü (Saat) |
|---|---|---|---|
| Course Duration (Including the exam week: 16x Total course hours) | 16 | 3 | 48 |
| Hours for off-the-classroom study (Pre-study, practice) | 16 | 4 | 64 |
| Mid-terms | 1 | 8 | 8 |
| Quiz | 1 | 2 | 2 |
| Assignment | 1 | 6 | 6 |
| Project / Design | 1 | 10 | 10 |
| Final examination | 1 | 10 | 10 |
| Toplam İş Yükü | 148 | ||
| Toplam İş Yükü / 25 (Saat) | 5,92 | ||
| Dersin AKTS Kredisi | 6 | ||