3 papers
cs.CV2026
Cross360: 360° Monocular Depth Estimation via Cross Projections Across Scales
Kun Huang, Fang-Lue Zhang, Neil Dodgson
360° depth estimation is a challenging research problem due to the difficulty of finding a representation that both preserves global continuity and avoids distortion in spherical i…
cs.CV2025
Gaussians on Fire: High-Frequency Reconstruction of Flames
Jakob Nazarenus, Dominik Michels, Wojtek Palubicki +4
We propose a method to reconstruct dynamic fire in 3D from a limited set of camera views with a Gaussian-based spatiotemporal representation. Capturing and reconstructing fire and…
cs.CV2024
PanoNormal: Monocular Indoor 360° Surface Normal Estimation
Kun Huang, Fanglue Zhang, Neil Dodgson
The presence of spherical distortion in equirectangular projection (ERP) images presents a persistent challenge in dense regression tasks such as surface normal estimation. Althoug…