Is this not exactly what you are looking for and you want to be part of our team? We herewith encourage good students to send an application (incl. motiviation letter, CV etc.) to Prof. Stiefelhagen (rainer stiefelhagenXhs0∂kit edu).

Please note that we do not offer summer internships.

Hiwi für SMART AGE Projekt [pdf]

HiWi for Mobility Assistance Systems (iOS User Interface Development) [pdf]

HiWi for Mobility Assistance Systems (Hardware Integration) [pdf]

We offer various topics in the area of Computer Vision, Perception of People for HCI, Vision for the Seeing Impaired, Health Care and Image and Video Analysis. Below is a list of possible Bachelor/Master thesis topics. If you are interested in this area or have any other ideas, please don't hesitate to visit or contact us directly.

Human Motion Analysis, Label Noise Learning, Domain Generalization and Adaptation, GenAI
(Activity Recognition, Muscle Activation Estimation, Synthetic Data generation, Domain Adaptation and Generalization)

• A robust approach towards unperfect scribble semantic
  segmentation (Master Thesis, available now) - Supervisor: Kunyu Peng
• Referring Object Tracking in Long Video (Master Thesis, available now) - Supervisor: Kunyu Peng
• Large Language Models for human Muscle Activation Interpretation / Muscle Activation Estimation (Master Thesis)
• Synthetic Data Generation for high quality Human Fall Detection (Master Thesis)
• For various topics in Deep Learning for Human Activity Understanding, please contact David Schneider and Kunyu Peng.

Automated Document Analysis

• Large Lanuage Models (LLMs) for Chart Summarization (Master Thesis)
• Deep Learning Based Chart Interpreter (Master Thesis)
• SlideReader: Automated Slide Analysis from Lecture Footage (Master Thesis)
• Various master's thesis topics on Document Understanding, LLMs, and more, please contact O. Moured. 
• Image Analysis of Structured Visual Content Using Deep Learning [pdf]
• Interactive Labeling for ML-based Structural Formula Extraction: Scaling Human Accessibility of Documents for Visually Impaired People [link]

Medical Computer Vision

• Master's theses on Interactive Segmentation for Medical Image Analysis, please contact Z. Marinov 
• Automated Estimation of the Cobb-Angle in Chest Radiographs (Bachelor Thesis)
• Usage of CT Projections for improved metastasis detection in bone scintigraphy (Master Thesis)
• For master's theses on medical computer vision under the lens of generalization, adaptation and data-scarcity, contact Simon Reiß

Scene Segmentation and Understanding

• Master's thesis on Compter Vision for Real-World Scene Understanding [pdf], and more, please contact J. Zhang. 
• Master's thesis on Vision-and-Language, Embodied AI, and more, please contact J. Zheng.

Other Topics

• Deep Learning Based Tone Mapping for Infrared Images and Videos [pdf]
• Master's Thesis in the Context of (Semantic) 3D Surface Reconstruction Using Satellite Images [pdf]
• For master's theses on Visual in-Context Learning, Few-shot Learning, Self-supervised-, Semi-weakly Supervised- or Data-centric Learning contact Simon Reiß
• BA/MA-Arbeit: Sonifikation von Indoor/Outdoor Umgebungen für Menschen mit Blindheit

Not found what you are looking for? Please also check our offers at ACCESS@KIT here.