From the 1 of 10 linked papers with an AI index.
10 papers
Spline-Based Boundary Representations for Sparse View Reconstruction and Simulation Using Isogeometric Analysis
Davor Dobrota, Vsevolod Skorokhodov, Chenghao Xu +2
The paper introduces FORGE-SIM, a method that reconstructs smooth, watertight multi‑patch B‑spline models directly from sparse RGB images and projects observation data onto them fo…
Beyond Thermal Imaging: Inferring Thermophysical Properties from Time-Resolved Thermal Observations
Chenghao Xu, Malcolm Mielle, Olga Fink
Inferring latent physical properties from sensory observations is a fundamental challenge in machine perception. Among available sensing modalities, thermal imaging is particularly…
Unpaired RGB-Thermal Gaussian-Splatting Using Visual Geometric Transformers
Jean Cordonnier, Chenghao Xu, Olga Fink +1
Multi-modal novel view synthesis (NVS) combining RGB and thermal imagery enables precise 3D scene reconstruction with visual and thermal information. However, existing methods typi…
SEAR: Simple and Efficient Adaptation of Visual Geometric Transformers for Unpaired RGB+Thermal 3D Reconstruction
Vsevolod Skorokhodov, Chenghao Xu, Shuo Sun +2
Foundational feed-forward visual geometry models enable accurate and efficient camera pose estimation and scene reconstruction by learning strong scene priors from massive RGB data…
Dense Dynamic Scene Reconstruction and Camera Pose Estimation from Multi-View Videos
Shuo Sun, Unal Artan, Malcolm Mielle +2
We address the challenging problem of dense dynamic scene reconstruction and camera pose estimation from multiple freely moving cameras -- a setting that arises naturally when mult…
Physics-Informed Neural Networks for Thermophysical Property Retrieval
Ali Waseem, Malcolm Mielle
Inverse heat problems refer to the estimation of material thermophysical properties given observed or known heat diffusion behaviour. Inverse heat problems have wide-ranging uses,…