Nevşehir Hacı Bektaş Veli University Course Catalogue

Information Of Programmes

INSTITUTE OF SCIENCE / CM 645 - ENVIRONMENTAL ENGINEERING (DOCTORATE DEGREE)

Code: CM 645 Course Title: ENVIRONMENTAL POLLUTION ANALYSIS WITH IMAGE PROCESSING METHO Theoretical+Practice: 3+0 ECTS: 6
Year/Semester of Study 1 / Fall Semester
Level of Course 2nd Cycle Degree Programme
Type of Course Optional
Department ENVIRONMENTAL ENGINEERING (DOCTORATE DEGREE)
Pre-requisities and Co-requisites None
Mode of Delivery Face to Face
Teaching Period 14 Weeks
Name of Lecturer MUHAMMED CÜNEYT BAĞDATLI (mcbagdatli@nevsehir.edu.tr)
Name of Lecturer(s) MUHAMMED CÜNEYT BAĞDATLI,
Language of Instruction Turkish
Work Placement(s) None
Objectives of the Course
To teach the basic principles of Digital Image, to make algebraic and geometric applications about Digital Image and to teach its applications in environmental pollution analysis by teaching Image enrichment and classification

Learning Outcomes PO MME
The students who succeeded in this course:
LO-1 PO-1 Acquired advanced knowledge in the field of doctoral-level original research and develop the level of expertise and access to the field with innovative results
PO-2 Which are obtained with the use of interdisciplinary work and new assessments to reveal the original results
PO-3 To have advanced level of knowledge of land application practices, and it is necessary to use an interdisciplinary
PO-4 In a systematic way to evaluate the level of expertise in the field of information and to apply
Term Paper
PO: Programme Outcomes
MME:Method of measurement & Evaluation

Course Contents
Digital images and properties, Raster and Vector Data, Image enhancement, educated and uneducated classifications. Package program applications
Weekly Course Content
Week Subject Learning Activities and Teaching Methods
1 Introduction to Digital Image Processing and Basic Definitions Distance Education
2 Digitize Image, histogram Distance Education
3 Spectral, temporal, radiometric, spatial resolutions, multi-band images Distance Education
4 Image enhancement Distance Education
5 Algebraic operations in image processing Distance Education
6 Geometric operations in image processing Distance Education
7 Image corrections Distance Education
8 mid-term exam
9 Filtering in image processing Distance Education
10 Untrained Classification Distance Education
11 Education Classification Distance Education
12 Major components analysis Distance Education
13 Image processing software applications Distance Education
14 Image processing software applications Distance Education
15 Environmental pollution analysis applications with image processing methods Distance Education
16 final exam
Recommend Course Book / Supplementary Book/Reading
1 An Introduction to Digital Image Processing, Wayne Niblack, Printice Hall International,1986
Required Course instruments and materials
Computer

Assessment Methods
Type of Assessment Week Hours Weight(%)
mid-term exam 7 1 40
Other assessment methods
1.Oral Examination
2.Quiz
3.Laboratory exam
4.Presentation
5.Report
6.Workshop
7.Performance Project
8.Term Paper
9.Project
final exam 14 2 60

Student Work Load
Type of Work Weekly Hours Number of Weeks Work Load
Weekly Course Hours (Theoretical+Practice) 3 14 42
Outside Class
       a) Reading 3 14 42
       b) Search in internet/Library 3 14 42
       c) Performance Project 4 2 8
       d) Prepare a workshop/Presentation/Report 4 3 12
       e) Term paper/Project 0
Oral Examination 0
Quiz 0
Laboratory exam 0
Own study for mid-term exam 4 2 8
mid-term exam 1 1 1
Own study for final exam 4 2 8
final exam 2 1 2
0
0
Total work load; 165