no code implementations • 16 Apr 2024 • Arnab Kumar Mondal, Stefano Alletto, Denis Tome
Understanding human motion from video is essential for a range of applications, including pose estimation, mesh recovery and action recognition.
1 code implementation • CVPR 2020 • Matteo Fabbri, Fabio Lanzi, Simone Calderara, Stefano Alletto, Rita Cucchiara
At the core of the proposed method lies our Volumetric Heatmap Autoencoder, a fully-convolutional network tasked with the compression of ground-truth heatmaps into a dense intermediate representation.
Ranked #6 on 3D Human Pose Estimation on Panoptic (using extra training data)
no code implementations • 2 Mar 2020 • Stefano Alletto, Shenyang Huang, Vincent Francois-Lavet, Yohei Nakata, Guillaume Rabusseau
Almost all neural architecture search methods are evaluated in terms of performance (i. e. test accuracy) of the model structures that it finds.
1 code implementation • 23 Jan 2019 • Federico Fulgeri, Matteo Fabbri, Stefano Alletto, Simone Calderara, Rita Cucchiara
When you see a person in a crowd, occluded by other persons, you miss visual information that can be used to recognize, re-identify or simply classify him or her.
no code implementations • 1 Jun 2017 • Stefano Alletto, Davide Abati, Simone Calderara, Rita Cucchiara, Luca Rigazio
We address unsupervised optical flow estimation for ego-centric motion.
1 code implementation • 24 Nov 2016 • Andrea Palazzi, Francesco Solera, Simone Calderara, Stefano Alletto, Rita Cucchiara
Despite the advent of autonomous cars, it's likely - at least in the near future - that human attention will still maintain a central role as a guarantee in terms of legal responsibility during the driving task.
no code implementations • 28 Sep 2016 • Minyoung Kim, Stefano Alletto, Luca Rigazio
Multi-object tracking has recently become an important area of computer vision, especially for Advanced Driver Assistance Systems (ADAS).
no code implementations • 28 Jul 2016 • Stefano Alletto, Giuseppe Serra, Rita Cucchiara
To effectively register an egocentric video sequence under these conditions, we propose to tackle the source of the problem: the matching process.