10 citations · 23 across the 11 of their papers we have counts for
15 papers
Efficient 3D Gaussian Head Avatars for Edge Devices
Umar Farooq, Jean-Yves Guillemaut, Adrian Hilton +1
Generative 3D Gaussian head avatars provide high-quality, efficient rendering, but synthesising the Gaussian representation remains computationally expensive, limiting deployment o…
RFM-Editing 2: Text-Guided Audio Editing with Rectified Flow Matching and Coarse-to-Fine Diffusion Transformers
Liting Gao, Yonggang Zhu, Yaru Chen +5
Audio editing aims to modify specific content in an existing audio clip according to a text instruction or description while preserving the remaining acoustic content. Despite the…
Robust Prior-Guided Segmentation for Editable 3D Gaussian Splatting
Raushan Joshi, Jean-Yves Guillemaut
3D Gaussian Splatting (3D-GS) enables real-time 3D scene reconstruction but lacks robust segmentation for editing tasks such as object removal, extraction, and recoloring. Existing…
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…
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…
HyperKon: A Self-Supervised Contrastive Network for Hyperspectral Image Analysis
Daniel L Ayuba, Belen Marti-Cardona, Jean-Yves Guillemaut +1
The exceptional spectral resolution of hyperspectral imagery enables material insights that are not possible with RGB or multispectral images. Yet, the full potential of this data…
Adaptive sampling for scanning pixel cameras
Yusuf Duman, Jean-Yves Guillemaut, Simon Hadfield
A scanning pixel camera is a novel low-cost, low-power sensor that is not diffraction limited. It produces data as a sequence of samples extracted from various parts of the scene d…
Temporally Coherent General Dynamic Scene Reconstruction
Armin Mustafa, Marco Volino, Hansung Kim +2
Existing techniques for dynamic scene reconstruction from multiple wide-baseline cameras primarily focus on reconstruction in controlled environments, with fixed calibrated cameras…
4D Temporally Coherent Light-field Video
Armin Mustafa, Marco Volino, Jean-yves Guillemaut +1
Light-field video has recently been used in virtual and augmented reality applications to increase realism and immersion. However, existing light-field methods are generally limite…
Temporally coherent 4D reconstruction of complex dynamic scenes
Armin Mustafa, Hansung Kim, Jean-Yves Guillemaut +1
This paper presents an approach for reconstruction of 4D temporally coherent models of complex dynamic scenes. No prior knowledge is required of scene structure or camera calibrati…
General Dynamic Scene Reconstruction from Multiple View Video
Armin Mustafa, Hansung Kim, Jean-Yves Guillemaut +1
This paper introduces a general approach to dynamic scene reconstruction from multiple moving cameras without prior knowledge or limiting constraints on the scene structure, appear…