Project Theses – Offered

Browse all posts in the Project Theses – Offered category.

4 total

07APR 2026
Project Theses – Offered
Evaluating the Impact of Specular-Aware Data Augmentation on State-of-the-Art Disparity Estimation Networks
Description Disparity estimation plays a crucial role in computer vision, particularly for depth perception and 3D reconstruction. While neural networks have achieved remarkable performance in this domain, they struggle with smooth and textureless surfaces like plastics. To address this issue, state-of-the-art networks for disparity estimation shall be retrained with additional data. Prerequisites Excellent knowledge of […]Description Disparity estimation plays a crucial role in computer vision, particularly for depth perception and 3D reconstruction. While neural networks have achieved remarkable performance in this domain, they struggle with smooth and textureless surfaces like plastics. To address this issue, state-of-the-art networks for disparity estimation shall be retrained with additional data. Prerequisites Excellent knowledge of […]
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02APR 2026
Bachelor Theses – Offered
Analysis of Visual Foundation Models with Applications to Video Coding for Machines
Description Visual Foundation models (VFM), like DINOv3, V-JEPA,… are widely employed for diverse computer vision tasks. Unlike traditional computer vision pipelines, VFMs learn rich, transferable representations from vast amounts of data, enabling strong generalization across tasks with little to no finetuning. This research shall explore the usage of VFM models in machine-to-machine communication of visual […]Description Visual Foundation models (VFM), like DINOv3, V-JEPA,… are widely employed for diverse computer vision tasks. Unlike traditional computer vision pipelines, VFMs learn rich, transferable representations from vast amounts of data, enabling strong generalization across tasks with little to no finetuning. This research shall explore the usage of VFM models in machine-to-machine communication of visual […]
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17FEB 2026
Bachelor Theses – Offered
Adaptive coding in JPEG AI
Description The recently adopted image coding standard JPEG AI uses neural networks to encode images efficiently. In doing so, it achieves a comparatively low bitrate while maintaining high image quality. Both in classical and learning-based coding, it has been shown that techniques that adaptively respond to image content enable higher compression rates. When adopting a […]
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10FEB 2026
Bachelor Theses – Offered
Topics in Audio and Acoustic Signal Processing
Description This is a general description of topics related to audio and acoustic signal processing. You can find previous, ongoing, and offered projects on this webpage: https://www.sebastianjiroschlecht.com/students/ . You can also contact us for inquiries on further current research topics or to propose variations to the offered project topics. Generally, a thesis can be written […]
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