Seminars, projects, and guided research

Courses

We offer a regular master seminar (4 CP) and project (8 CP) each semester. In addition, guided research (8-12 CP) can be performed at any time. Just contact us!

Topics

A broad range of topics is usually offered each semester. Selected topics include, but are not limited to:

Algorithms and methods for camera tracking, object recognition, pose estimation, etc.
Rigid and non-rigid 3D reconstruction
Virtual, Augmented, or Mixed Reality: Algorithms, applications, current trends
Computer vision and mobile augmented reality on consumer devices
Realistic Rendering
Marker-less object detection, recognition and tracking in video sequences
Multi-target tracking
Marker-less human body tracking in video sequences
Deep Learning for Computer Vision: Theories and applications
Motion Estimation
Scene Understanding
Car interior perception
range sensing
Medical applications, visual diagnostics
Current applications and trends
Etc.

Prerequisites

Students who plan to take a seminar or project should at least have successfully completed one of the following lectures:

Lecture "3D Computer Vision"
Lecture "2D Image Processing"
Lecture "Very Deep Learning"
Lecture "Advanced Topics in Computer Vision and Deep Learning

Seminar/Project "Computer Vision & Deep Learning"

Offered each semester, starting from WS23/24.

Seminar/Project "2D Image Processing & Augmented Reality"

Used to be offered each winter semester, last in WS22/23.

Seminar/Project "3D Computer Vision & Augmented Reality"

Used to be offered each summer semester, last in SS23.

Bachelor Project "Machine Learning"

Often, the topics of our Master's project can be adjusted.

Guided Research

Can be performed within one semester (like the project) with any topic from our field.
The amount of credit points (between 8 and 12) will be individually agreed upon with your supervisor.
To conduct a Guided Research, please send us a short research proposal (0.5 - 1 page), in which you answer the following questions:
- Which problem will be solved and how?
- Why is this a relevant problem and why is the approach new?
- Why do others not solve the problem (yet)?
- How is the proposed topic related to existing work?
Ideally, you suggest one (or more) suitable supervisors for the topic.

Organization and Registration

Seminars and projects are usually performed throughout the semester.

Shortly before the semester starts, we will post available topics here. Once announced, you can apply to any topic by contacting the individual supervisor with your CV and a recent transcript.
If you don't want to miss any information/update, please send a mail to av-seminar-projekt(at)dfki.de in order to subscribe to our mailing list. You will not receive an automatic reply upon subscription.

The application phase for WS24/25 has started.

List of Available Topics.

Make sure to join for the Kick-Off meeting if you plan to take a seminar or project.

If you want to perform a guided research, please contact us at any time with your proposition of a research topic.

Important Dates

Winter Semester 2024/25

Kick-Off: October 28th, 15:00, at DFKI, Room Zuse.
Intermediate Presentation: January 9th, at DFKI, Room Zuse.
Final Presentation: March 26th, at DFKI, Room Zuse.

Contacts

We prefer the communication via av-seminar-projekt(at)dfki.de.

Dr.-Ing. René Schuster

M. Sc. Rahul Jakkamsetty

M. Sc. Shashank Mishra

Prof. Dr. Didier Stricker

Educational objectives of the seminar:

Ability to...

become acquainted with a specific topic from the respective field
review scientific articles
prepare and give a comprehensive presentation of a specific topic supported by media
discuss a scientific topic

Educational objectives of the project and guided research:

Ability to...

investigate, design, implement, and evaluate algorithms and methods in the respective area
review, analyze and benchmark algorithms and procedures
apply a programming language (e.g. C++, Python, ...)
become acquainted with and apply existing software libraries
apply development, source code management and testing tools

Requirements for certificate:

Intermediate presentation/demonstration of state and initial results and discussion round (~5 minutes + 5 minutes questions).
Final presentation/demonstration and discussion round (~15 minutes + 5 minutes questions).
Attendance and contribution to all meetings.
Seminar: Written survey paper (8 pages) introducing the topic, describing the studied approach and discussing it (eg what are advantages/disadvantages, what are the requirements, under which conditions are good/bad results to be expected, what could be extensions/ improvements, etc.).
Project: Written paper describing the project (no upper/lower page limit) and documented source code. The paper should be a scientific paper (no source code description), which introduces the problem, your requirements, describes the approach, evaluates it, compares it.
Guided Research: Comparable to project. In addition, this should result in a scientific publication that could be submitted to a conference.
Documentation materials should be submitted on the day of the presentation (unless otherwise agreed upon with the individual supervisor). Please email the written report and presentation slides to your supervisor and to av-seminar-projekt(at)dfki.de .
For both, presentation and written paper, please use the provided templates and keep theevaluation criteriaand our guide on scientific writing in mind.

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