7 papers · 1 filter
Automatic Tissue Differentiation in Parotidectomy using Hyperspectral Imaging
Eric L. Wisotzky, Alexander Schill, Anna Hilsmann +2
In head and neck surgery, continuous intraoperative tissue differentiation is of great importance to avoid injury to sensitive structures such as nerves and vessels. Hyperspectral…
Multi-Resolution Generative Modeling of Human Motion from Limited Data
David Eduardo Moreno-VillamarÃn, Anna Hilsmann, Peter Eisert
We present a generative model that learns to synthesize human motion from limited training sequences. Our framework provides conditional generation and blending across multiple tem…
Adaptive and Temporally Consistent Gaussian Surfels for Multi-view Dynamic Reconstruction
Decai Chen, Brianne Oberson, Ingo Feldmann +3
3D Gaussian Splatting has recently achieved notable success in novel view synthesis for dynamic scenes and geometry reconstruction in static scenes. Building on these advancements,…
BTSeg: Barlow Twins Regularization for Domain Adaptation in Semantic Segmentation
Johannes Künzel, Anna Hilsmann, Peter Eisert
We introduce BTSeg (Barlow Twins regularized Segmentation), an innovative, semi-supervised training approach enhancing semantic segmentation models in order to effectively tackle a…
SPVLoc: Semantic Panoramic Viewport Matching for 6D Camera Localization in Unseen Environments
Niklas Gard, Anna Hilsmann, Peter Eisert
In this paper, we present SPVLoc, a global indoor localization method that accurately determines the six-dimensional (6D) camera pose of a query image and requires minimal scene-sp…
Gaussian Splatting Decoder for 3D-aware Generative Adversarial Networks
Florian Barthel, Arian Beckmann, Wieland Morgenstern +2
NeRF-based 3D-aware Generative Adversarial Networks (GANs) like EG3D or GIRAFFE have shown very high rendering quality under large representational variety. However, rendering with…