Course Catalog 2007-2008

SGN-3016 DIGITAL IMAGE PROCESSING I, 5 cr
Digital Image Processing I

Courses persons responsible
Moncef Gabbouj

Lecturers
Serkan Kiranyaz

Lecturetimes and places
Per I,II: Monday 14 - 16, TB110

Implementations
  Period 1 Period 2 Period 3 Period 4 Period 5 Summer
Lecture 2 h/week 2 h/week - - - -
Exercise 2 h/week 2 h/week - - - -
Exam  
(Timetable for academic year 2007-2008)

Objectives
Study the fundamentals of digital image processing.

Content
Content Core content Complementary knowledge Specialist knowledge
1. Fundamentals of digital image processing are discussed.  Sampling theorem and theory of quantization.  Nonlinear filtering. 
2. Image formation, sampling, quantization and the human visual system.  Fourier Transforms.  Image analysis and segmentation. 
3. Image Enhancement in spatial and frequency domains.  Imputlse response and frequency response of Linear Filters.    
4. Image restoration in spatial and frequency domains.  Theory of transforms.    
5. Color spaces and color image processing.  Colorimetry.    

Requirements for completing the course
Exercises and final exam.

Evaluation criteria for the course

  • Grading is on the scale of 1-5. In order to pass the course, students must collect at least half the points from the final exam and half the points from the exercises. A project work may also be given.

  • Used assessment scale is numeric (1-5)

    • Study material
    Type Name Auhor ISBN URL Edition, availability... Exam material Language
    Book "Digital Image Processing" R. Gonzalez and R. Woods     http://www.imageprocessingplace.com/, 2. painos, Prentice-Hall, New Jersey, 2002 Yes  English 

    Prerequisites
    Code Course Credits M/R
    OHJ-1100 OHJ-1100 Programming I 4 Recommendable
    OHJ-1106 OHJ-1106 Programming I 4 Recommendable
    SGN-1107 SGN-1107 Introductory Signal Processing 4 Mandatory
    SGN-1200 SGN-1200 Signal Processing Methods 4 Mandatory

    Prequisite relations (Sign up to TUT Intranet required)

    Additional information about prerequisites
    Either SGN-1107 or SGN-1200 is required.

    Remarks

    Courses SGN-3016 and SGN-3010 are mutually exclusive. Only one can be taken.

    Distance learning

  • ITC utilized during the course

    • - In information distribution via homepage, newsgroups or mailing lists, e.g. current issues, timetables
    - In compiling teaching material, particularly for online use or other electronic media
    - In compiling exercise, group or laboratory work
    - In distributing and/or returning exercise work, material etc
    - In the visualization of objects and phenomena, e.g. animations, demonstrations, simulations, video clips

  • Estimate as a percentage of the implementation of the course

    • - Contact teaching: 60 %
    - Distance learning: 0 %
    - Proportion of a student's independent study: 40 %

  • Description of the course implementation from ICT point of view

    • Attendance is mandatory. To pass the course, students must get at least half of the total points in the exercies and project work and half the points in the final exam.

    Scaling
    Methods of instructionHours
    Lectures 60
    Exercises 48
    Assignments 10
    Information and communication technology 40
    Learning diary, portfolio and other written work 30

    Other scaledHours
    Exam/midterm exam 3
    Total sum 191

    Additional information related to course
    This course is equivalent to SGN-3010

    Correspondence of content
    8002103 Digital Image Processing

    Course homepage

    Last modified 17.08.2007
    Modified bySari Peltonen