Search Results for author: Daniele Di Mauro

Found 3 papers, 1 papers with code

Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs

1 code implementation5 Dec 2023 Camillo Quattrocchi, Antonino Furnari, Daniele Di Mauro, Mario Valerio Giuffrida, Giovanni Maria Farinella

Instead, we propose a novel methodology which performs the adaptation leveraging existing labeled exocentric videos and a new set of unlabeled, synchronized exocentric-egocentric video pairs, for which temporal action segmentation annotations do not need to be collected.

Action Segmentation Knowledge Distillation +2

Panoptic Segmentation using Synthetic and Real Data

no code implementations14 Apr 2022 Camillo Quattrocchi, Daniele Di Mauro, Antonino Furnari, Giovanni Maria Farinella

Motivated by this observation, we propose a pipeline which allows to generate synthetic images from 3D models of real environments and real objects.

object-detection Object Detection +2

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