Chair of Computer Vision and Machine Learning

Teaching

Bachelor’s programmes

• Machine Learning I (compulsory module, summer term)
• Computer Vision I (compulsory module, summer semester)
• Machine Learning II (compulsory elective module, winter semester)

Master’s programmes

• Computer Vision II (compulsory module, winter semester)
• CV/ML in Embedded Systems (compulsory module, summer semester)
• CV/ML Advanced (compulsory elective module, summer semester)
• Camera-Based Applications (compulsory elective module, winter semester)

Research

• Camera-based data acquisition and automated analysis in sports science applications
• Camera-based recording of vital signs and health data
• Determination of vital signs based on physiological signals using machine learning methods
• Automatic camera-based measurement of parameters in work processes

Research projects: Computer Vision and Machine Learning

Team

• Patrick Frenzel (MA)
• Daniel Matthes (MA)
• Jannik Sobisch (PhD student/MA)
• Julian Ziegler (MA)

Research group and participating students: ‘Laboratory for Biosignal Processing’

Laboratories

• CVML Lab (under development)

Roles | Memberships

• Vice-Dean for Research, Faculty of Engineering, HTWK Leipzig (since 2023)
• Scientific Director of the ‘Laboratory for Biosignal Processing’ research group, Life Science & Engineering Research Centre
• Member of the ‘Applied AI’ network at HTWK Leipzig, ‘Image Processing + Computer Graphics_AR, VR, ER’ competence cluster