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Ders Tanımı

Ders Kodu Yarıyıl T+U Saat Kredi AKTS
IMAGE PROCESSING EBO 440 8 3 + 0 3 5
Ön Koşul Dersleri
Önerilen Seçmeli Dersler
Dersin Dili Türkçe
Dersin Seviyesi Lisans
Dersin Türü SECMELI
Dersin Koordinatörü
Dersi Verenler
Dersin Yardımcıları
Dersin Kategorisi
Dersin Amacı
In this course, the aim is that the students will comprehend image processing methods and will develop a computer vision system for an industrial, Security, medical etc. applications
Dersin İçeriği
Introduction to computer vision. To form an image matrix and neighborhood operations. Hardware and software architecture of a computer vision system. Gray level, binary and color image processing methods. Quantizing, noise reduction. Edge detection. Feature extraction. Sample applications
Dersin Öğrenme Çıktıları Öğretim Yöntemleri Ölçme Yöntemleri
1 - To inspect image acquisition systems, design systems 1 - A - B -
2 - To understand image acquisition in human vision system, learn color models and associate with vision systems 1 - 2 - 3 - 10 - 12 - A - B -
3 - To understand digital image, knowing fundamental of digital image components 1 - 2 - 3 - 5 - 6 - 10 - 12 - A - B - C -
4 - To understand image processing, inspecting basis image processing techniques 1 - 4 - 5 - 6 - 15 - A - C -
5 - To use image processing, writing basic image processing algorithms and inspect results 4 - 5 - 14 - 15 - A - C - D -
6 - To implement image processing methods, design a system and interpret results 4 - 8 - 15 - 16 - A - C - D -
Öğretim Yöntemleri: 1:Lecture 2:Question-Answer 3:Discussion 10:Brain Storming 12:Case Study 5:Demonstration 6:Motivations to Show 4:Drilland Practice 15:Problem Solving 14:Self Study 8:Group Study 16:Project Based Learning
Ölçme Yöntemleri: A:Testing B:Oral Exam C:Homework D:Project / Design

Ders Akışı

Hafta Konular ÖnHazırlık
1 The origins of digital image processing
2 Elements of visual perception, Light and the Electromagnetic Spectrum
3 Image Sensing and Acquisition, Image Sampling and Quantization
4 Image analysis in Matlab
5 Some Basic Relationships Between Pixels
6 Image Enhancement in the Spatial Domain
7 Histogram Processing
8 Enhancement Using Arithmetic/Logic Operations
9 Basics of Spatial Filtering
10 Smoothing Spatial Filters
11 Sharpening Spatial Filters
12 Combining Spatial Enhancement Methods
13 Matlab applications
14 Matlab applications

Kaynaklar

Ders Notu
Ders Kaynakları

Döküman Paylaşımı


Dersin Program Çıktılarına Katkısı

No Program Öğrenme Çıktıları KatkıDüzeyi
1 2 3 4 5
1 To have latest knowledge and skills intended for research and practice in electronic technology X
2 To utilize equipments and instruments used in electronic technology X
3 To develop curriculum related to electronic technology and have a skill to transfer those accumulation by oral and written way X
4 To have knowledge and skills for planning, designing and managing procedures independently or in cooperation X
5 To have an open mind to ethic auditing and positive criticism, and have a constructive and interpreting attitude against scientific and social problems X
6 To disseminate and realize the environmental awareness
7 To cooperate with social organizations and the society
8 To contribute to the education of people who work under his/her responsibility and to manage some activities for their vocational careers and social rights
9 To appropriate self learning and life- long learning principles
10 To congregate in national or international scale to see individual applications on the premises and to perform some activities and mobility for professional advancement in electronic technology

Değerlendirme Sistemi

YARIYIL İÇİ ÇALIŞMALARI SIRA KATKI YÜZDESİ
AraSinav 1 65
KisaSinav 1 5
Odev 1 25
KisaSinav 2 5
Toplam 100
Yıliçinin Başarıya Oranı 50
Finalin Başarıya Oranı 50
Toplam 100

AKTS - İş Yükü

Etkinlik Sayısı Süresi(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 2 32
Mid-terms 1 10 10
Assignment 1 15 15
Performance Task (Laboratory) 1 20 20
Toplam İş Yükü 125
Toplam İş Yükü /25(s) 5
Dersin AKTS Kredisi 5
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