2 papers
cs.CV2025
HDR Environment Map Estimation with Latent Diffusion Models
Jack Hilliard, Adrian Hilton, Jean-Yves Guillemaut
We advance the field of HDR environment map estimation from a single-view image by establishing a novel approach leveraging the Latent Diffusion Model (LDM) to produce high-quality…
cs.CV2024
360U-Former: HDR Illumination Estimation with Panoramic Adapted Vision Transformers
Jack Hilliard, Adrian Hilton, Jean-Yves Guillemaut
Recent illumination estimation methods have focused on enhancing the resolution and improving the quality and diversity of the generated textures. However, few have explored tailor…