Concept
Direct3D
Publications associées (81)
Machine-Learning-Enhanced Procedural Modeling for 4D Historical Cities Reconstruction
Frédéric Kaplan, Isabella Di Lenardo, Rémi Guillaume Petitpierre, Beatrice Vaienti
The generation of 3D models depicting cities in the past holds great potential for documentation and educational purposes. However, it is often hindered by incomplete historical data and the specialized expertise required. To address these challenges, we p ...
2023Automated post-earthquake damage assessment of stone masonry buildings integrating machine learning, computer vision, and physics-based modeling
Current post-earthquake damage assessment methodologies are not only time-consuming but also subjective in nature and difficult to document. Recent advancements in artificial intelligence and technological devices make it possible to accomplish this task a ...
EPFL2023Media Coverage of 3D Visual Tools Used in Urban Participatory Planning
Jens Ingensand, Thibaud Nicolas Chassin
The opportunities provided by adopting digitally-generated visual tools in urban participatory planning are compelling. These visual tools can promote interactions between authorities and citizens and among citizens. However, the urban participatory practi ...
IGI GLOBAL2023Image-based geometric digital twinning for stone masonry elements
Katrin Beyer, Bryan German Pantoja Rosero, Savvas Saloustros
We present an image-based pipeline for generating geometrical digital twins (GDTs) of stone masonry elements with detail down to the stone level. For this purpose, we acquire RGB images of the individual stones and of the wall during the construction phase ...
2022Scene Decomposition and Relighting from Image Collections in Neural Rendering
The focus of our research is to generate controllable photo-realistic images of real-world scenes from existing observations, i.e., the inverse rendering problem. The approaches we focus on are those through neural rendering, utilizing neural network to de ...
2022Sub-micrometer morphology of human atherosclerotic plaque revealed by synchrotron radiation-based mu CT-A comparison with histology
Histology is a long standing and well-established gold standard for pathological characterizations. In recent years however, synchrotron radiation-based micro-computed tomography (SR mu CT) has become a tool for extending the imaging of two-dimensional thi ...
PUBLIC LIBRARY SCIENCE2022Pedestrian 3D Bounding Box Prediction
Alexandre Massoud Alahi, Saeed Saadatnejad, Yi Zhou Ju
Safety is still the main issue of autonomous driving, and in order to be globally deployed, they need to predict pedestrians' motions sufficiently in advance. While there is a lot of research on coarse-grained (human center prediction) and fine-grained pre ...
2022Charge ordering in Ir dimers in the ground state of Ba5AlIr2O11
Oleg Yazyev, Thorsten Schmitt, Vladimir N. Strocov, Vamshi Mohan Katukuri, Xingye Lu
It has been well established experimentally that the interplay of electronic correlations and spin-orbit interactions in Ir4+ and Ir5+ oxides results in insulating J(eff) = 1/2 and J(eff) = 0 ground states, respectively. However, in compounds where the str ...
AMER PHYSICAL SOC2022Scalable Fine-Grained Parallel Cycle Enumeration Algorithms
Paolo Ienne, Kubilay Atasu, Jovan Blanusa
Enumerating simple cycles has important applications in computational biology, network science, and financial crime analysis. In this work, we focus on parallelising the state-of-the-art simple cycle enumeration algorithms by Johnson and Read-Tarjan along ...
arXiv2022Highly Efficient and Stable 2D Dion Jacobson/3D Perovskite Heterojunction Solar Cells
Mohammad Khaja Nazeeruddin, Pankaj Kumar Yadav
Heterostructures involving two-dimensional/three-dimensional (2D/3D) perovskites have recently attracted increased attention due to their ability to combine the high photovoltaic performance of 3D perovskites with the increased stability of 2D perovskites. ...
AMER CHEMICAL SOC2022