Visual AI

Self-supervised High Dynamic Range Imaging: What Can Be Learned from a Single 8-bit Video?
Recently, Deep Learning-based methods for inverse tone mapping standard dynamic range (SDR) images to obtain high dynamic range (HDR) …
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Self-supervised High Dynamic Range Imaging: What Can Be Learned from a Single 8-bit Video?
Geometric deep learning for statics-aware grid shells
This paper introduces a novel method for shape optimization and form-finding of free-form, triangular grid shells, based on geometric …
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Geometric deep learning for statics-aware grid shells
Social and hUman ceNtered XR
The Social and hUman ceNtered XR (SUN) project is focused on developing eXtended Reality (XR) solutions that integrate the physical and …
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Social and hUman ceNtered XR
Texture Inpainting for Photogrammetric Models
We devise a technique designed to remove the texturing artefacts that are typical of 3D models representing real-world objects, …
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Texture Inpainting for Photogrammetric Models
On assisting and automatizing the semantic segmentation of masonry walls
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On assisting and automatizing the semantic segmentation of masonry walls
TagLab: AI-assisted annotation for the fast and accurate semantic segmentation of coral reef orthoimages
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TagLab: AI-assisted annotation for the fast and accurate semantic segmentation of coral reef orthoimages
Towards a topological–geometrical theory of group equivariant non-expansive operators for data analysis and machine learning
We provide a general mathematical framework for group and set equivariance in machine learning. We define group equivariant …
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Towards a topological–geometrical theory of group equivariant non-expansive operators for data analysis and machine learning