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Auf dieser Webseite sind freie Bachelor-, Projekt- oder Diplomarbeitsthemen bei unseren Mitarbeitern zu finden. Am Anfang jeder Zeile ist angegeben für welchen Typ von Arbeit sich das Thema eignet. Ein Klick auf ein Thema bringt weitere Informationen.
Show only: bachelor theses, master theses, project theses, diploma theses, PWAL,Type | Advisor | Title |
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MT/BT/PT | Prof. Dr. Florian Alt |
Abschlussarbeiten im Bereich Human-Centered Security and Privacy
We offer a large variety of topics related to Human-Centered Security:
Details |
PT | Julian Rasch |
Camera-Based Wave Prediction and Calm Surface Detection Using Optical Flow and Machine Learning (+ Robotic Arm Control)
Individual Practical (6 ECTS) Start Date: Flexible Supervisor: Julian Rasch (julian.rasch ät um.ifi.lmu.de) This project is a collaboration with a Munich-based artist Philip Gröning and part of a larger initiative. Project OverviewThe objective of this project is to create a camera-based system to predict wave movements and identify the calmest surface point on a defined, square water body. This system will employ computer vision techniques, specifically optical flow, to track wave motion across video frames. Machine learning models will be utilized to predict future wave behavior, consistently detecting regions with minimal motion, representing calm areas. The calmest point will serve as the primary output and will be forwarded to a 7-axis robotic arm. The project includes real-time video processing, optical flow analysis, and machine learning for wave pattern forecasting. Project Objectives
Expected Deliverables
Required Skills & Knowledge
This project offers practical experience in computer vision and machine learning applied to a real-world problem, making it ideal for students interested in AI, robotics, environmental monitoring, and computational fluid dynamics. As part of a larger art project, an interest in the creative domain is beneficial but not mandatory. Please send a brief motivation letter, CV, and transcript of records if you are interested in this project. Details |
BT = bachelor thesis - PT = project thesis - MT = master thesis - PWAL = practical research course