Monocular Depth Estimation for Semi-Transparent Volume Renderings
Dominik Engel et al.: "Monocular Depth Estimation for Semi-Transparent Volume Renderings" arXiv.
Predicting relevant depth structures in semi-transparent renderings using neural nets
Publications
Differentiable Electron Microscopy Simulation: Methods and Applications for Visualization
Nguyen et al.: "Differentiable Electron Microscopy Simulation: Methods and Applications for Visualization" arXiv:2205.04464
Differentiable transmission electron microscopy simulator
Finding Nano-Ötzi: Semi-Supervised Volume Visualization for Cryo-Electron Tomography
Ngan Nguyen et al.: "Finding Nano-Ötzi: Semi-Supervised Volume Visualization for Cryo-Electron Tomography"in IEEE Transactions on Visualization and Computer Graphics (2022).
Automatic visualization of Cryo-ET data using deep learning based 3D segmentation
Property-Based Testing for Visualization Development
Michael Stegmaier et al.: "Property-Based Testing for Visualization Development" in The Eurographics Association VisGap Workshop (2021).
Property-based Testing for Visualization Development, based on Inviwo
Deep Volumetric Ambient Occlusion
Dominik Engel and Timo Ropinski: "Deep Volumetric Ambient Occlusion" in IEEE Transactions on Visualization and Computer Graphics (2020).
CNN-based volumetric lighting and guidelines for volumetric illumination learning