13 citations · 18 across the 3 of their papers we have counts for
4 papers · 1 filter
Real-Time Semantic Stereo Matching
Pier Luigi Dovesi, Matteo Poggi, Lorenzo Andraghetti +4
Scene understanding is paramount in robotics, self-navigation, augmented reality, and many other fields. To fully accomplish this task, an autonomous agent has to infer the 3D stru…
GANtruth - an unpaired image-to-image translation method for driving scenarios
Sebastian Bujwid, Miquel Martí, Hossein Azizpour +1
Synthetic image translation has significant potentials in autonomous transportation systems. That is due to the expense of data collection and annotation as well as the unmanageabl…
A multitask deep learning model for real-time deployment in embedded systems
Miquel Martí, Atsuto Maki
We propose an approach to Multitask Learning (MTL) to make deep learning models faster and lighter for applications in which multiple tasks need to be solved simultaneously, which…
Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection
Mohammadamin Barekatain, Miquel Martí, Hsueh-Fu Shih +4
Despite significant progress in the development of human action detection datasets and algorithms, no current dataset is representative of real-world aerial view scenarios. We pres…