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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…
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…
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…