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Fachhochschule Dortmund

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Dominik Fromme, M.Eng.

Fast facts

Organizational unit
Information technology
Field of work
AI: Machine Learning & Deep Learning Computer Vision Robotics
Location & room
Campus Sonnenstraße SON-A, Room 612
Employee group
Research assistants
Function
PhD student
Phone
+49 231 91129328
Fax
+49 231 91128183
E-mail
dominik.frommefh-dortmundde

Publications

Conference paper

Synthetic Image Generation of Aortic Valves Using Conditional DDPM
Open publication
T. Streckert, D. Fromme, M. Kaupenjohann, and J. Thiem, “Using Synthetic Data to Increase the Generalization of a CNN for Surgical Instrument Segmentation,” in 2023 IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2023, pp. 336–340.
Open publication
D. Fromme, M. Kaupenjohann, and J. Thiem, “Impact of Trivial Solutions on Classification Tasks Using CNNs,” in 2023 IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2023, pp. 395–399.
Open publication

Journal article

Intuitive Control of a Robotic Arm via Inertial Sensor Fusion and EMG for Assistive Applications
Open publication
Distance Measurement in Minimally Invasive Surgery Based on Instrument Segmentation
Open publication

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