3 citations · 5 across the 9 of their papers we have counts for
5 papers · 1 filter
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…
SpecBPP: A Self-Supervised Learning Approach for Hyperspectral Representation and Soil Organic Carbon Estimation
Daniel La'ah Ayuba, Jean-Yves Guillemaut, Belen Marti-Cardona +1
Self-supervised learning has revolutionized representation learning in vision and language, but remains underexplored for hyperspectral imagery (HSI), where the sequential structur…
Attention-Aware Multi-View Pedestrian Tracking
Reef Alturki, Adrian Hilton, Jean-Yves Guillemaut
In spite of the recent advancements in multi-object tracking, occlusion poses a significant challenge. Multi-camera setups have been used to address this challenge by providing a c…
Enhanced Multi-View Pedestrian Detection Using Probabilistic Occupancy Volume
Reef Alturki, Adrian Hilton, Jean-Yves Guillemaut
Occlusion poses a significant challenge in pedestrian detection from a single view. To address this, multi-view detection systems have been utilized to aggregate information from m…
Optimized 3D Gaussian Splatting using Coarse-to-Fine Image Frequency Modulation
Umar Farooq, Jean-Yves Guillemaut, Adrian Hilton +1
The field of Novel View Synthesis has been revolutionized by 3D Gaussian Splatting (3DGS), which enables high-quality scene reconstruction that can be rendered in real-time. 3DGS-b…