Sascha KirchNational Distance Education University | UNED
Sascha Kirch
Master of Engineering
About
4
Publications
44
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Citations
Introduction
Additional affiliations
Education
October 2021 - June 2026
October 2019 - June 2021
Field of study
- Electronic Systems for Communication and Information
October 2013 - September 2016
Duale Hochschule Baden-Württemberg Stuttgart Campus Horb
Field of study
- Electrical Engineering
Publications
Publications (4)
We present RGB-D-Fusion, a multi-modal conditional denoising diffusion probabilistic model to generate high resolution depth maps from low-resolution monocular RGB images of humanoid subjects. RGB-D-Fusion first generates a low-resolution depth map using an image conditioned denoising diffusion probabilistic model and then upsamples the depth map u...
We present RGB-D-Fusion, a multi-modal conditional denoising diffusion probabilistic model to generate high resolution depth maps from low-resolution monocular RGB images of humanoid subjects. RGB-D-Fusion first generates a low-resolution depth map using an image conditioned denoising diffusion probabilistic model and then upsamples the depth map u...
We present VoloGAN, an adversarial domain adaptation network that translates synthetic RGB-D images of a high-quality 3D model of a person, into RGB-D images that could be generated with a consumer depth sensor. This system is especially useful to generate high amount training data for single-view 3D reconstruction algorithms replicating the real-w...
