List of running thesis

MA

Title Type Start/end date Student Primary supervisor
Binary Neural Networks for Enhanced Processing in Hearing Aids MA thesis April 1, 2023 - October 31, 2023 Lena Augustin Hendrik Schröter
Gradient-Based Automated Computed Tomography Geometry Correction MA thesis June 1, 2023 - December 1, 2023 Junyu Shi Mareike Thies
Edge-AI: Self-sensing backpressure estimation in piezoelectric micropumps using machine learning methods on a limited hardware MA thesis May 23, 2023 - January 1, 1970 Mohammadhossien Sheikhsarraf Andreas Maier
Advancing Classification and Segmentation of Gastrointestinal Diseases by Leveraging Large Unlabeled Datasets MA thesis April 1, 2023 - September 30, 2023 Cem Karatastan Saahil Islam
Accelerating Data Analysis and Model Fitting using Monte Carlo Sampling and Bayesian Optimization Methods for Solar Cell Research MA thesis July 1, 2023 - January 1, 2024 Mani Kumar Vanteru Dr. Vincent Marc Le Corre (Lehrstuhl für Werkstoffwissenschaften)
Deep Learning-Based Optical Flow for Camera Pose Estimation in Navigation Assistance for Blind Pedestrians on Sidewalks MA thesis March 21, 2023 - September 21, 2023 Kubilay Yazoglu Hakan Calim
Automated knowledge management using a semantic database and large language models in the medical domain MA thesis June 1, 2023 - December 1, 2023 Hashem Zadeh, Seyed Mohammad Siming Bayer
Deep learning brain surface modelling for target volume definition in radiotherapy MA thesis January 1, 1970 - January 1, 1970 Yixing Huang
Deep Metric Learning for Orca Identification MA thesis March 1, 2023 - September 1, 2023 Adrián Bécares Cantón Alexander Barnhill
A hybrid approach forLeakage Localization in the Water Distribution Network MA thesis January 1, 1970 - January 1, 1970 Md Muztaba Ahbab Adithya Ramachandran
Deep learning based information retrieval from technical drawings MA thesis January 1, 1970 - January 1, 1970 Martin Geitner Siming Bayer
ML based Classification of States in LPWAN Current Consumption Curves MA thesis April 1, 2023 - October 1, 2023 Ali Sajdzadeh Mathias Zinnen
Super-Resolving XRM Scans Using Conditioned Diffusion Models MA thesis April 1, 2023 - October 2, 2023 Adarsh Raghunath Fabian Wagner
Geometry-Aware Key-Point / Object Detection and Pose-Estimation MA thesis March 31, 2023 - October 2, 2023 Sri Harsha Vadlamudi Aniol Serra Juhé, M. Sc.
Image-to-Image Translation Using Diffusion Generative Models MA thesis December 30, 2022 - June 30, 2023 Zhengyuan Liu Yixing Huang
Recognition of Optical Chemical Structures MA thesis January 16, 2023 - July 15, 2023 Henrik Willer Thomas Gorges (Fraunhofer IIS)
Development of an AI-based ring detection algorithm for CT image quality control MA thesis May 2, 2023 - November 2, 2023 Daniel Augsburger Yixing Huang
Diffusion-based Super Resolution for X-ray Microscopy MA thesis January 1, 1970 - January 1, 1970 Adarsh Raghunath Fabian Wagner
Diffusion Models for Generating Offline Handwritten Text Images MA thesis February 1, 2023 - August 1, 2023 Marcel Dreier Martin Mayr
Unsupervised Contextual Anomaly Detection in Frequency Converter Data MA thesis January 1, 2023 - July 3, 2023 Peter Herbst Aleksandra Thamm
Machine Learning Based Analysis of EEG Data Recorded during Stimulation with Continuous Speech MA thesis January 1, 2023 - July 3, 2023 Nikola Kölbl Dr. rer. nat. Patrick Krauß
Motif analysis of resting-state and stimulus driven fMRI networks with special focus on functional role of the motifs MA thesis February 1, 2023 - August 1, 2023 Dragalina Dulea Prof. Dr.-Ing. habil. Andreas Maier
Adaptive Training of Heat Demand Prediction using Continual Learning MA thesis January 1, 1970 - January 1, 1970 Marco Schnell Siming Bayer
Offline-to-Online Handwriting Translation using Cyclic Consistency MA thesis January 1, 2023 - July 3, 2023 Alma Hanif Martin Mayr
Multi-View CBCT Projections Generation Using Conditional Score-Based Generative Model MA thesis December 16, 2022 - June 16, 2023 Siyuan Mei Fuxin Fan
Improving Breast Abnormality Analysis in Mammograms using CycleGAN MA thesis December 1, 2022 - June 1, 2023 Rahul Raj Menon Adarsh Bhandary Panambur, M.Sc.
Brain Tumor/Metastasis Growth Prediction Using Deep Learning MA thesis January 1, 1970 - January 1, 1970
Deep Learning Reconstruction for Accelerated Water-Fat Magnetic Resonance Imaging MA thesis December 15, 2022 - June 15, 2023 Majd Helo Fasil Gadjimuradov
Analysis of Federated Learning Approaches for Training Thoracic Abnormality Classification Systems MA thesis December 1, 2022 - June 1, 2023 Daniel Mosig Kai Packhäuser
Novel X-Ray View Synthesis of Surgical Tools MA thesis June 1, 2023 - December 1, 2023 Maximilian Rohleder
Unfolding of Pancreas and Surrounding Vessel Structures MA thesis January 1, 1970 - January 1, 1970 Christopher Homm Leonhard Rist
Main Cerebral Vessel Labeling using Graph Neural Networks MA thesis January 1, 1970 - January 1, 1970 Johannes Ohlmann Leonhard Rist
Similarity Learning for Writer Identification MA thesis November 7, 2022 - May 7, 2023 Volodymyr Marych Vincent Christlein
Automated lung cancer lesions segmentation in 18F-FDG PET/CT MA thesis December 19, 2022 - June 19, 2023 Rodolfo Ivo Santos de Andrade Mareike Thies
Object Consistency GAN for Object Detection Pretraining MA thesis October 1, 2022 - April 1, 2023 Qihan Jiang Mathias Zinnen
Machine learning based analysis of parts-of-speech in EEG data MA thesis November 2, 2022 - May 2, 2023 Pelin Genc Prof. Dr.-Ing. habil. Andreas Maier
Detecting and Transcribing Annotations in Printed Auction Catalogs using Combined Object Detection and Handwritten Text Recognition MA thesis December 1, 2022 - June 1, 2023 Sulaiman Shamasna Vincent Christlein
Classification of Detector Artifacts in Angiographic Imaging using Neural Networks MA thesis January 2, 2023 - July 3, 2023 Amer Khalouf Fabian Wagner
Ground Truth based Convolution Kernel Initialization Method for Medical Image Segmentation MA thesis July 1, 2022 - January 1, 2023 Nazmus Sakib Zijin Yang
Detection and Classification of Photovoltaic Modules in Electroluminescence Videos MA thesis June 27, 2022 - December 27, 2022 Simon Wolfrum Vincent Christlein
Contextual Meta Knowledge integrated into a Fully-Automated Multi-Stage Deep Learning Framework for Killer Whale Individual Classification MA thesis December 1, 2020 - June 1, 2022 Sangeetha Hassan Shivaprasad
Cardiac Functional Analysis – Automated Strain Analysis of the left Ventricle using Computed Tomography MA thesis January 1, 2022 - July 1, 2022 Klaus Fischer Felix Denzinger
Covert Channel Vulnerabilities of Online Marketplaces – Impact on Antitrust Laws MA thesis January 1, 1970 - January 1, 1970 Alexander Schmiedl Siming Bayer
DL based image reconstruction/enhancement for contrast agent minimization in cardiac MRI MA thesis January 1, 1970 - January 1, 1970 Elisabeth Preuhs (née Hoppe)

BA

Title Type Start/end date Student Primary supervisor
Evaluation of a Pixel-wise Regression Model Solving a Segmentation Task and a Deep Learning Model with the Matthew’s Correlation Coefficient as an Early Stopping Criterion BA thesis March 1, 2023 - August 1, 2023 Anda Dong Nora Gourmelon
Convolutional LSTM for Multi-organ Segmentation on CT and MR Images in Abdominal Region BA thesis November 2, 2022 - April 3, 2023 Florian Hasreiter Zijin Yang
Automatic Pathological Speech Intelligibility Assessment Using Speech Disentanglement Without Bottleneck Information BA thesis September 28, 2022 - February 28, 2023 Nina Brolich Andreas Maier
Writer Verification/Identification using SuperPoint and SuperGlue BA thesis May 16, 2022 - October 17, 2022 Alexander Klingebiel Vincent Christlein