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Jerome Guzzi
Jerome Guzzi
Researcher, IDSIA
Verified email at idsia.ch
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A machine learning approach to visual perception of forest trails for mobile robots
A Giusti, J Guzzi, DC Cireşan, FL He, JP Rodríguez, F Fontana, ...
IEEE Robotics and Automation Letters 1 (2), 661-667, 2015
8682015
Swarmanoid: a novel concept for the study of heterogeneous robotic swarms
M Dorigo, D Floreano, LM Gambardella, F Mondada, S Nolfi, T Baaboura, ...
IEEE Robotics & Automation Magazine 20 (4), 60-71, 2013
5722013
Human-friendly robot navigation in dynamic environments
J Guzzi, A Giusti, LM Gambardella, G Theraulaz, GA Di Caro
2013 IEEE international conference on robotics and automation, 423-430, 2013
1332013
Learning ground traversability from simulations
RO Chavez-Garcia, J Guzzi, LM Gambardella, A Giusti
IEEE Robotics and Automation letters 3 (3), 1695-1702, 2018
1182018
Fully onboard ai-powered human-drone pose estimation on ultralow-power autonomous flying nano-uavs
D Palossi, N Zimmerman, A Burrello, F Conti, H Müller, LM Gambardella, ...
IEEE Internet of Things Journal 9 (3), 1913-1929, 2021
732021
Interactive augmented reality for understanding and analyzing multi-robot systems
F Ghiringhelli, J Guzzi, GA Di Caro, V Caglioti, LM Gambardella, A Giusti
2014 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2014
562014
Kinect-based people detection and tracking from small-footprint ground robots
AP Gritti, O Tarabini, J Guzzi, GA Di Caro, V Caglioti, LM Gambardella, ...
2014 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2014
562014
Path Planning with Local Motion Estimations
J Guzzi, RO Chavez-Garcia, M Nava, LM Gambardella, A Giusti
IEEE Robotics and Automation Letters 5 (2), 2586-2593, 2020
412020
Learning long-range perception using self-supervision from short-range sensors and odometry
M Nava, J Guzzi, RO Chavez-Garcia, LM Gambardella, A Giusti
IEEE Robotics and Automation Letters 4 (2), 1279-1286, 2019
382019
Fair multi-target tracking in cooperative multi-robot systems
J Banfi, J Guzzi, A Giusti, L Gambardella, GA Di Caro
2015 IEEE International Conference on Robotics and Automation (ICRA), 5411-5418, 2015
322015
An integer linear programming model for fair multitarget tracking in cooperative multirobot systems
J Banfi, J Guzzi, F Amigoni, E Feo Flushing, A Giusti, L Gambardella, ...
Autonomous Robots 43 (3), 665-680, 2019
212019
Uncertainty-aware self-supervised learning of spatial perception tasks
M Nava, A Paolillo, J Guzzi, LM Gambardella, A Giusti
IEEE Robotics and Automation Letters 6 (4), 6693-6700, 2021
202021
A model of artificial emotions for behavior-modulation and implicit coordination in multi-robot systems
J Guzzi, A Giusti, LM Gambardella, GA Di Caro
Proceedings of the genetic and evolutionary computation conference, 21-28, 2018
202018
Image classification for ground traversability estimation in robotics
RO Chavez-Garcia, J Guzzi, LM Gambardella, A Giusti
Advanced Concepts for Intelligent Vision Systems: 18th International …, 2017
192017
Local reactive robot navigation: A comparison between reciprocal velocity obstacle variants and human-like behavior
J Guzzi, A Giusti, LM Gambardella, GA Di Caro
2013 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2013
182013
An outlier exposure approach to improve visual anomaly detection performance for mobile robots
D Mantegazza, A Giusti, LM Gambardella, J Guzzi
IEEE Robotics and Automation Letters 7 (4), 11354-11361, 2022
162022
Learning visual localization of a quadrotor using its noise as self-supervision
M Nava, A Paolillo, J Guzzi, LM Gambardella, A Giusti
IEEE Robotics and Automation Letters 7 (2), 2218-2225, 2022
162022
Vision-based control of a quadrotor in user proximity: Mediated vs end-to-end learning approaches
D Mantegazza, J Guzzi, LM Gambardella, A Giusti
2019 International Conference on Robotics and Automation (ICRA), 6489-6495, 2019
162019
Interacting with a conveyor belt in virtual reality using pointing gestures
J Guzzi, G Abbate, A Paolillo, A Giusti
2022 17th ACM/IEEE International Conference on Human-Robot Interaction (HRI …, 2022
152022
Intuitive 3D control of a quadrotor in user proximity with pointing gestures
B Gromov, J Guzzi, LM Gambardella, A Giusti
2020 IEEE International Conference on Robotics and Automation (ICRA), 5964-5971, 2020
122020
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