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Together with the colleagues of the INVETT group of Universidad de Alcalá, I am preparing a new multi-season dataset focused on the intersection detection issue. More details will be provided in the official website of the group.
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It is our pleasure to inform you that the paper identified above, for which you are listed as one of the authors, has been accepted as a contributed paper to be presented at the 2021 32nd IEEE Intelligent Vehicles Symposium (IV) (IV 2021), July 11-15, 2021, in Nagoya University, Nagoya, Japan.
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From time to time, everyone has to deal with IT guys bizarre security habits. Among them, one of the most annoying are
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This is the first post inside this blog. I will try to update this blog with some infos from general research activity, not strictly connected to a specific topic, just tech curiosities, news comments etc.
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Short description of portfolio item number 1
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Short description of portfolio item number 2
Published in UNIMIB Internal Report, 2012
6DoF Monte Carlo Localization in a 3D world with Laser Range Finders
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). https://boa.unimib.it/handle/10281/142533
Published in arxiv, 2012
ira_laser_tools: a ROS LaserScan manipulation toolbox
Recommended citation: ballardini2014iralasertools https://arxiv.org/abs/1411.1086
Published in 4th Workshop on Planning, Perception and Navigation for Intelligent Vehicles, IROS, 2012, 2012
An effective 6DoF motion model for 3D-6DoF Monte Carlo Localization
Recommended citation: ballardini2012effective https://ira.disco.unimib.it/download/834/
Published in 2015 IEEE 18th International Conference on Intelligent Transportation Systems, 2015
A Framework for Outdoor Urban Environment Estimation
Recommended citation: ballardini2015 http://ieeexplore.ieee.org/document/7313529/
Published in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 46, no. 10, pp. 1445-1455, Oct. 2016, 2015
An Indoor Localization System for Telehomecare Applications
Recommended citation: fontana2016 https://ieeexplore.ieee.org/document/7366609?arnumber=7366609
Published in 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), 2016
Leveraging the OSM building data to enhance the localization of an urban vehicle
Recommended citation: ballardini2016 https://ieeexplore.ieee.org/document/7795618
Published in 2017 IEEE International Conference on Robotics and Automation (ICRA), 2017
An online probabilistic road intersection detector
Recommended citation: ballardini2017 https://ieeexplore.ieee.org/document/7989030
Published in 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), 2017
Ego-lane estimation by modeling lanes and sensor failures
Recommended citation: ballardini2017b https://ieeexplore.ieee.org/document/8317834
Published in 2019 International Conference on Robotics and Automation (ICRA), 2019
Visual Localization at Intersections with Digital Maps
Recommended citation: ballardini2019 https://ieeexplore.ieee.org/document/8794413
Published in 2019 International Conference on Robotics and Automation (ICRA), 2019
CMRNet: Camera to LiDAR-Map Registration
Recommended citation: cattaneo2019 https://ieeexplore.ieee.org/document/8917470
Published in Preprint - ARXIV, 2020
Vehicle ego-lane estimation with sensor failure modeling
Recommended citation: ballardini2020vehicle https://arxiv.org/abs/2002.01913
Published in 2020 IEEE International Conference on Robotics and Automation (ICRA), 2020
Global visual localization in LiDAR-maps through shared 2D-3D embedding space
Recommended citation: 9196859 https://ieeexplore.ieee.org/abstract/document/9196859
Published in arxiv, 2021
A benchmark for point clouds registration algorithms
Recommended citation: FONTANA2021103734 https://www.sciencedirect.com/science/article/abs/pii/S0921889021000191
Published in arxiv, 2021
Model Guided Road Intersection Classification
Recommended citation: ballardini2021model https://arxiv.org/abs/2104.12417
Published in Expert Systems with Applications Volume 177, 1 September 2021, 114906, 2021
WiFiNet: WiFi-based indoor localisation using CNNsn
Recommended citation: HERNANDEZ2021114906 https://www.sciencedirect.com/science/article/abs/pii/S095741742100347X
Published in Special Issue "Intelligent Vehicles" - Sensors, 2021
Fail-Aware LIDAR-Based Odometry for Autonomous Vehicles
Recommended citation: s20154097 https://www.mdpi.com/1424-8220/20/15/4097
Published in Sensors, Volume 21, Number 16, 2021
Vehicle Localization Using 3D Building Models and Point Cloud Matching
Recommended citation: s21165356 https://www.mdpi.com/1424-8220/21/16/5356
Published in Sensors, Volume 21, Number 17, 2021
CAPformer: Pedestrian Crossing Action Prediction Using Transformer
Recommended citation: s21175694 https://www.mdpi.com/1424-8220/21/17/5694
Published in Sensors, Volume 21, Number 18, 2021
Urban Intersection Classification: A Comparative Analysis
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Together with Pietro Colombo, I made a short presentation about ROS (in italian) Presentazione ROS Linux Day Milano 2018 and the history of autonomous driving cars Autonomous Road Vehicles History and Current Developments Powerpoint Presentation
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After approximately one century from the first attempts to create automated driving cars, the recent progress in the context of Intelligent Transportation Systems allows us to consider the autonomous driving cars just a matter of time. From automated driving systems like on-demand next-generation taxis to privately owned self-driving cars, an appropiate awareness of the surrounding environment is a common need to achieve safety, for both drivers and road users. This presentations seeks to provide a basic understanding of one of the key elements in the process of achieving this self-consciusness, presenting the current advances in the field of vehicle localization. We will see together the major challenges and the different approaches both industries and academies are investigating to enable robotize-cars to drive safely in a real world shared with human drivers.
Undergraduate course, Università degli Studi di Milano - Bicocca, 2014
From 2013 to 2018 I worked as teaching-assistant for the course Computer Architectures.
Master course, Università degli Studi di Milano - Bicocca, 2014
From 2013 to 2018 I worked as teaching-assistant for the course Computer and Robot Vision, together with Prof. Domenico G. Sorrenti. For this course I prepared the material for the exam and the lectures for the robotics localization topics, including:
Master course, Universidad de Alcala, 2020
In 2020 during the academic year 2019-20 I have been teaching in the Vehiculos Inteligentes course (Intelligent Vehicles) of the Máster Universitario en Ingeniería de Telecomunicación (Telecommunication Engineering Master Course).