128 citations · 315 across the 51 of their papers we have counts for
4 papers · 1 filter
ExpandDiff: Dynamic Range Expanding Diffusion for Single-Image HDR Reconstruction
Mehmet Emre andıran, Mehmet Emre Andıran, Zhuoqian Yang +3
Single-image HDR reconstruction requires inferring missing detail while preserving the visible content of an LDR image. Differences in sensor dynamic range and exposure cause LDR i…
Marigold V2: Revisiting Diffusion Transformers for Monocular Depth Estimation
Igor Pavlovic, Thiemo Wandel, Anton Obukhov +6
Monocular depth estimation is a ubiquitous yet highly ill-posed computer vision task, with downstream applications in scene reconstruction, computational photography, and robotics,…
Color Constancy in Hyperspectral Imaging via Reduced Spectral Spaces
G. Dofri Vidarsson, Liying Lu, Sabine Süsstrunk
Illuminant estimation aims to infer scene illumination from image measurements despite intrinsic ambiguities between surface reflectance and lighting. Most existing methods operate…
Neural Particle Automata: Learning Self-Organizing Particle Dynamics
Hyunsoo Kim, Ehsan Pajouheshgar, Sabine Süsstrunk +2
We introduce Neural Particle Automata (NPA), a Lagrangian generalization of Neural Cellular Automata (NCA) from static lattices to dynamic particle systems. Unlike classical Euleri…