Advanced Mathematical Methods for Imaging, Vision, and Robotics - IN3200

Administrative Info Lecture: Dr. Maximilian Baust Exercises: David Tan IN3200: 2+1 SWS, 4 ECTS The lecture is given in English. For Biomedical Computing, this course is an elective module in the area Image processing, Computer Vision and Pattern Recognition! eLearning This course will be managed via Moodle!	Time & Location Lecture and exercise: Tuesday, 8:30 - 10:00, room see schedule Thursday, 8:30 - 10:00, room see schedule Exam: Exam date: please refer to TUMonline! Exam duration: 90 minutes. Exam type: written, closed book. Exam inspection: tba. No repeat exam!

Overview

A lot of algorithms for computer vision and image processing application, such as image segmentation, image registration, or image filtering, require the numerical solution of partial differential equations (PDEs). In many cases, these PDEs are of parabolic nature, i.e., they are comparable to the standard heat diffusion equation. In this course, several standard and non-standard techniques for solving these kinds of equations are presented. After laying the theoretical foundations, several methods for discretization, such as finite difference methods and finite element methods are discussed. Moreover, a particular focus is also the stability analysis of finite difference schemes as well as non-standard topics such as Sobolev gradient methods, inverse heat diffusion, and PDEs on arbitrary surfaces. For a detailed schedule, the script, and all kinds of supplementary material please refer to the moodle course!

Course Schedule

Date	Time	Room	Type	Lecturer
Thu, 10/04/14	8:30am	MI 03.13.010	L	Maximilian Baust
Tue, 15/04/14	9:15am	MI 03.13.010	E	Maximilian Baust
Thu, 17/04/14		no lecture
Tue, 22/04/14		no lecture
Thu, 24/04/14	8:30am	MI 03.13.010	L	Maximilian Baust
Tue, 29/04/14	9:15am	MI 03.13.010	E	David Tan
Thu, 01/05/14		no lecture
Tue, 06/05/14	8:30am	MI 03.13.010	L	David Tan
Thu, 08/05/14	8:30am	MI 03.13.010	L	Maximilian Baust
Tue, 13/05/14	9:15am	MI 03.13.010	E	Maximilian Baust
Thu, 15/05/14	8:30am	MI 03.13.010	L	Maximilian Baust
Tue, 20/05/14		no lecture
Thu, 22/05/14		no lecture
Tue, 27/05/14	8:30am	MI 03.13.010	L	Maximilian Baust
Thu, 29/05/14		no lecture
Tue, 03/06/14	9:15am	MI 03.13.010	E	Maximilian Baust
Thu, 05/06/14	8:30am	MI 03.13.010	L	Maximilian Baust
Tue, 10/06/14		no lecture
Thu, 12/06/14	8:30am	MI 03.13.010	L	Maximilian Baust
Tue, 17/06/14	9:15am	MI 03.13.010	E	Maximilian Baust
Thu, 19/06/14		no lecture
Tue, 24/06/14	8:30am	MI 03.13.010	L	Maximilian Baust
Thu, 26/06/14	9:15am	MI 03.13.010	E	Maximilian Baust
Tue, 01/07/14	8:30am	MI 03.13.010	L	Maximilian Baust
Thu, 03/07/14	9:15am	MI 03.13.010	E	Maximilian Baust
Tue, 08/07/14		no lecture
Thu, 10/07/14	8:30am	MI 03.13.010	L	Maximilian Baust