IMPORTANT - CORONA VIRUS PANDEMIC:
Because of the current situation with the corona virus pandemic, the lecture 2D Image Processing will be offered as an online course. There will be no lecturer in the rooms mentioned in the KIS-system. Instead, students should register to the course by sending an e-mail to sheela_raju.kurupathi(at)dfki.de before 30th of April.
The content of the lecture will be updated on this page at the appointments defined in the KIS lecture and exercises appointments.
Lecture: Monday, 15:30-17:00
Exercise: Friday, 15:15 – 16:45
Prof. Dr. Didier Stricker
Fangwen Shu (Fangwen.Shu@dfki.de)
- Color, HDR, image interpolation
- Edges and corners
- Feature tracking and optical flow
- Detection and classification
- Bayes Tracking (Kalman, EKF, and particle filters)
Slides and Online Course Material
The slides and videos will be continuously added here:
- 20.04.2020: Introduction (slides and videos)
- 27.04.2020: OpenCV Tutorial (slides)
- 04.05.2020: Filters (slides and videos)
- 11.05.2020: Filters 2 (slides, paper, video)
- 18.05.2020: Edge and corner detection (slides and two videos)
- 25.05.2020: Scale Invariance and Blob Detection ( slides and two videos)
Homework assignments (6 throughout semester) will consist of a theoretical part (questions) and a practical part (using OpenCV and Python), to be solved in groups of 2 or maximum of 4 students.
Answers to questions and implementations must be handed in via email:
- Homework submission is mandatory for being eligible to participate in the exam
- Submission deadline, tutor and online exercise session will be given on each assignment
Tutorial sessions will be held shortly after submission deadline:
- Discussion of last exercise
- Presentation/prepartion of current exercise
- Discussion of lecture
- Friday, 15:15 – 16:45, online!
Exercices and material:
- Exercise 1: 04.05.2020 (Exercise01) Submission Deadline: 14.05.2020
- Exercise 2: 19.05.2020 (Exercise02) Submission Deadline: 29.05.2020
- Exercise 3: 29.05.2020 (Exercise03) Submission Deadline: 12.06.2020
- ... More to follow
There will be a written examination conducted in the end of the course. Exact dates will be provided below.
- David A. Forsyth and Jean Ponce, Computer Vision: A Modern Approach
- Richard Szeliski, Computer Vision: Algorithms and Applications