Search Results for author: Alessandro Simoni

Found 6 papers, 2 papers with code

3D Pose Nowcasting: Forecast the Future to Improve the Present

no code implementations24 Aug 2023 Alessandro Simoni, Francesco Marchetti, Guido Borghi, Federico Becattini, Lorenzo Seidenari, Roberto Vezzani, Alberto del Bimbo

Technologies to enable safe and effective collaboration and coexistence between humans and robots have gained significant importance in the last few years.

Pose Estimation

CarPatch: A Synthetic Benchmark for Radiance Field Evaluation on Vehicle Components

no code implementations24 Jul 2023 Davide Di Nucci, Alessandro Simoni, Matteo Tomei, Luca Ciuffreda, Roberto Vezzani, Rita Cucchiara

Neural Radiance Fields (NeRFs) have gained widespread recognition as a highly effective technique for representing 3D reconstructions of objects and scenes derived from sets of images.

Semantic Segmentation

Semi-Perspective Decoupled Heatmaps for 3D Robot Pose Estimation from Depth Maps

no code implementations6 Jul 2022 Alessandro Simoni, Stefano Pini, Guido Borghi, Roberto Vezzani

Knowing the exact 3D location of workers and robots in a collaborative environment enables several real applications, such as the detection of unsafe situations or the study of mutual interactions for statistical and social purposes.

2D Human Pose Estimation Domain Adaptation +2

Multi-Category Mesh Reconstruction From Image Collections

1 code implementation21 Oct 2021 Alessandro Simoni, Stefano Pini, Roberto Vezzani, Rita Cucchiara

Recently, learning frameworks have shown the capability of inferring the accurate shape, pose, and texture of an object from a single RGB image.

Object

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