Gabriele Costante

Orcid: 0000-0002-8417-9372

According to our database1, Gabriele Costante authored at least 56 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Vision-Based Topological Localization for MAVs.
IEEE Robotics Autom. Lett., February, 2024

MA-VIED: A Multisensor Automotive Visual Inertial Event Dataset.
IEEE Trans. Intell. Transp. Syst., January, 2024

2023
Data-driven and uncertainty-aware robust airstrip surface estimation.
Neural Comput. Appl., September, 2023

ARD-VO: Agricultural robot data set of vineyards and olive groves.
J. Field Robotics, September, 2023

A benchmark analysis of data-driven and geometric approaches for robot ego-motion estimation.
J. Field Robotics, May, 2023

Integrating Sparse Learning-Based Feature Detectors into Simultaneous Localization and Mapping - A Benchmark Study.
Sensors, February, 2023

Development and Analysis of a UWB Relative Localization System.
IEEE Trans. Instrum. Meas., 2023

A Convex Programming Approach to Multipoint Optimal Motion Planning for Unicycle Robots.
IEEE Control. Syst. Lett., 2023

D-VAT: End-to-End Visual Active Tracking for Micro Aerial Vehicles.
CoRR, 2023

GaPT: Gaussian Process Toolkit for Online Regression with Application to Learning Quadrotor Dynamics.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Monocular Reactive Collision Avoidance for MAV Teleoperation with Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Exploring Deep Reinforcement Learning for Robust Target Tracking Using Micro Aerial Vehicles.
Proceedings of the 21st International Conference on Advanced Robotics, 2023

2022
Data-Driven Fault Diagnosis Techniques: Non-Linear Directional Residual vs. Machine-Learning-Based Methods.
Sensors, 2022

E-VAT: An Asymmetric End-to-End Approach to Visual Active Exploration and Tracking.
IEEE Robotics Autom. Lett., 2022

Autonomous Single-Image Drone Exploration With Deep Reinforcement Learning and Mixed Reality.
IEEE Robotics Autom. Lett., 2022

A novel vision-based weakly supervised framework for autonomous yield estimation in agricultural applications.
Eng. Appl. Artif. Intell., 2022

Time-Optimal Control of a Multidimensional Integrator Chain With Applications.
IEEE Control. Syst. Lett., 2022

Development of a Cooperative Localization System using a UWB Network and BLE Technology.
Proceedings of the IEEE International Symposium on Measurements & Networking, 2022

2021
A Comprehensive Case Study of Data-Driven Methods for Robust Aircraft Sensor Fault Isolation.
Sensors, 2021

Enhancing continuous control of mobile robots for end-to-end visual active tracking.
Robotics Auton. Syst., 2021

Tire-road friction estimation and uncertainty assessment to improve electric aircraft braking system.
Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

A Robust Data-Driven Fault Diagnosis scheme based on Recursive Dempster-Shafer Combination Rule.
Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

GOLN: Graph Object-based Localization Network.
Proceedings of the 20th International Conference on Advanced Robotics, 2021

Data-Driven Sensor Fault Diagnosis Based on Nonlinear Additive Models and Local Fault Sensitivity.
Proceedings of the 20th International Conference on Advanced Robotics, 2021

Monocular Reactive Collision Avoidance Based on Force Fields for Enhancing the Teleoperation of MAVs.
Proceedings of the 20th International Conference on Advanced Robotics, 2021

2020
Towards Generalization in Target-Driven Visual Navigation by Using Deep Reinforcement Learning.
IEEE Trans. Robotics, 2020

Uncertainty Estimation for Data-Driven Visual Odometry.
IEEE Trans. Robotics, 2020

The Role of the Input in Natural Language Video Description.
IEEE Trans. Multim., 2020

Deep Reinforcement Learning for Instruction Following Visual Navigation in 3D Maze-Like Environments.
IEEE Robotics Autom. Lett., 2020

Combining Domain Adaptation and Spatial Consistency for Unseen Fruits Counting: A Quasi-Unsupervised Approach.
IEEE Robotics Autom. Lett., 2020

A Data-Driven Slip Estimation Approach for Effective Braking Control under Varying Road Conditions.
Proceedings of the 28th Mediterranean Conference on Control and Automation, 2020

PCA Methods and Evidence Based Filtering for Robust Aircraft Sensor Fault Diagnosis.
Proceedings of the 28th Mediterranean Conference on Control and Automation, 2020

2019
Weakly Supervised Fruit Counting for Yield Estimation Using Spatial Consistency.
IEEE Robotics Autom. Lett., 2019

Data-Based Design of Robust Fault Isolation Residuals Using LASSO optimization.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2019

Experimental Prediction Intervals for Monitoring Wind Turbines: an Ensemble Approach.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2019

2018
J-MOD<sup>2</sup>: Joint Monocular Obstacle Detection and Depth Estimation.
IEEE Robotics Autom. Lett., 2018

LS-VO: Learning Dense Optical Subspace for Robust Visual Odometry Estimation.
IEEE Robotics Autom. Lett., 2018

Full-GRU Natural Language Video Description for Service Robotics Applications.
IEEE Robotics Autom. Lett., 2018

Towards Monocular Digital Elevation Model (DEM) Estimation by Convolutional Neural Networks - Application on Synthetic Aperture Radar Images.
CoRR, 2018

Visual Localization in the Presence of Appearance Changes Using the Partial Order Kernel.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Robust visual semi-semantic loop closure detection by a covisibility graph and CNN features.
Robotics Auton. Syst., 2017

Toward Domain Independence for Learning-Based Monocular Depth Estimation.
IEEE Robotics Autom. Lett., 2017

J-MOD$^{2}$: Joint Monocular Obstacle Detection and Depth Estimation.
CoRR, 2017

2016
Exploring Representation Learning With CNNs for Frame-to-Frame Ego-Motion Estimation.
IEEE Robotics Autom. Lett., 2016

Perception-aware Path Planning.
CoRR, 2016

A robust semi-semantic approach for visual localization in urban environment.
Proceedings of the IEEE International Smart Cities Conference, 2016

SmartSEAL: A ROS based home automation framework for heterogeneous devices interconnection in smart buildings.
Proceedings of the IEEE International Smart Cities Conference, 2016

Fast robust monocular depth estimation for Obstacle Detection with fully convolutional networks.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

2015
Transferring knowledge across robots: A risk sensitive approach.
Robotics Auton. Syst., 2015

Exploiting Photometric Information for Planning Under Uncertainty.
Proceedings of the Robotics Research, 2015

2014
Evaluation of non-geometric methods for visual odometry.
Robotics Auton. Syst., 2014

Personalizing vision-based gestural interfaces for HRI with UAVs: a transfer learning approach.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

Exploiting transfer learning for personalized view invariant gesture recognition.
Proceedings of the IEEE International Conference on Acoustics, 2014

Personalizing a smartwatch-based gesture interface with transfer learning.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
A transfer learning approach for multi-cue semantic place recognition.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

2012
A discriminative approach for appearance based loop closing.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012


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