Salah Sukkarieh

Orcid: 0000-0003-1173-9268

According to our database1, Salah Sukkarieh authored at least 168 papers between 1997 and 2024.

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

Timeline

Legend:

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On csauthors.net:

Bibliography

2024
Automated Testing of Spatially-Dependent Environmental Hypotheses through Active Transfer Learning.
CoRR, 2024

2023
Length Modelling of Spiral Superficial Soft Strain Sensors Using Geodesics and Covering Spaces.
Robotics, October, 2023

Identifiability Analysis of Noise Covariances for LTI Stochastic Systems With Unknown Inputs.
IEEE Trans. Autom. Control., July, 2023

2022
Resource and Response Aware Path Planning for Long-term Autonomy of Ground Robots in Agriculture.
Field Robotics, March, 2022

One-Shot Learning-Based Animal Video Segmentation.
IEEE Trans. Ind. Informatics, 2022

The noise covariances of linear Gaussian systems with unknown inputs are not uniquely identifiable using autocovariance least-squares.
Syst. Control. Lett., 2022

Manipulating UAV Imagery for Satellite Model Training, Calibration and Testing.
CoRR, 2022

Automated aerial animal detection when spatial resolution conditions are varied.
Comput. Electron. Agric., 2022

2021
Necessary and Sufficient Conditions for Observability of SLAM-Based TDOA Sensor Array Calibration and Source Localization.
IEEE Trans. Robotics, 2021

Design and evaluation of a modular robotic plum harvesting system utilizing soft components.
J. Field Robotics, 2021

Dataset and Performance Comparison of Deep Learning Architectures for Plum Detection and Robotic Harvesting.
CoRR, 2021

Data augmentation for deep learning based semantic segmentation and crop-weed classification in agricultural robotics.
Comput. Electron. Agric., 2021

Intelligent perception for cattle monitoring: A review for cattle identification, body condition score evaluation, and weight estimation.
Comput. Electron. Agric., 2021

Kalman filtering under unknown inputs and norm constraints.
Autom., 2021

Active Information Acquisition under Arbitrary Unknown Disturbances.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020
Probabilistic Crowd GAN: Multimodal Pedestrian Trajectory Prediction Using a Graph Vehicle-Pedestrian Attention Network.
IEEE Robotics Autom. Lett., 2020

Sampling-based hierarchical motion planning for a reconfigurable wheel-on-leg planetary analogue exploration rover.
J. Field Robotics, 2020

A high-resolution, multimodal data set for agricultural robotics: A Ladybird's-eye view of Brassica.
J. Field Robotics, 2020

Design and Evaluation of a Modular Robotic Plum Harvesting System Utilising Soft Components.
CoRR, 2020

Filtering for systems subject to unknown inputs without a priori initial information.
Autom., 2020

Experimental Evaluation of a Hierarchical Operating Framework for Ground Robots in Agriculture.
Proceedings of the Experimental Robotics - The 17th International Symposium, 2020

Path Planning in Dynamic Environments using Generative RNNs and Monte Carlo Tree Search.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

The orienteering Problem with Replenishment.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

Data Augmentation for Deep Learning based Cattle Segmentation in Precision Livestock Farming.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

BiLSTM-based Individual Cattle Identification for Automated Precision Livestock Farming.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

A Hierarchical Framework for Long-term and Robust Deployment of Field Ground Robots in Large-Scale Farming.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019
Predicting Responses to a Robot's Future Motion using Generative Recurrent Neural Networks.
CoRR, 2019

Cattle segmentation and contour extraction based on Mask R-CNN for precision livestock farming.
Comput. Electron. Agric., 2019

An internal model approach to estimation of systems with arbitrary unknown inputs.
Autom., 2019

Multi-modal active perception for information gathering in science missions.
Auton. Robots, 2019

Modelling of Uniaxial EGaIn-Based Strain Sensors for Proprioceptive Sensing of Soft Robots.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Receding horizon estimation and control with structured noise blocking for mobile robot slip compensation.
Proceedings of the International Conference on Robotics and Automation, 2019

Experimental Validation of Structured Receding Horizon Estimation and Control for Mobile Ground Robot Slip Compensation.
Proceedings of the Field and Service Robotics, 2019

2018
Improved Cross-Ratio Invariant-Based Intrinsic Calibration of A Hyperspectral Line-Scan Camera.
Sensors, 2018

Segmentation of lettuce in coloured 3D point clouds for fresh weight estimation.
Comput. Electron. Agric., 2018

Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review.
Comput. Electron. Agric., 2018

Suboptimal receding horizon estimation via noise blocking.
Autom., 2018

Metamorphic moving horizon estimation.
Autom., 2018

2017
Geometric Priors for Gaussian Process Implicit Surfaces.
IEEE Robotics Autom. Lett., 2017

An approach to autonomous science by modeling geological knowledge in a Bayesian framework.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Online Multi-modal Learning and Adaptive Informative Trajectory Planning for Autonomous Exploration.
Proceedings of the Field and Service Robotics, 2017

2016
Viewpoint Evaluation for Online 3-D Active Object Classification.
IEEE Robotics Autom. Lett., 2016

Vision-aided Guidance and Navigation for Close Formation Flight.
J. Field Robotics, 2016

Nonparametric Traversability Estimation in Partially Occluded and Deformable Terrain.
J. Field Robotics, 2016

Vision-based Obstacle Detection and Navigation for an Agricultural Robot.
J. Field Robotics, 2016

Online task planning and control for fuel-constrained aerial robots in wind fields.
Int. J. Robotics Res., 2016

Mapping almond orchard canopy volume, flowers, fruit and yield using lidar and vision sensors.
Comput. Electron. Agric., 2016

Real-time path planning for long-term information gathering with an aerial glider.
Auton. Robots, 2016

Motion Planning for Reconfigurable Mobile Robots Using Hierarchical Fast Marching Trees.
Proceedings of the Algorithmic Foundations of Robotics XII, 2016

Communication-efficient motion coordination and data fusion in information gathering teams.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Actively articulated suspension for a wheel-on-leg rover operating on a Martian analog surface.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Informative soaring with drifting thermals.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015
2015 IEEE RAS Summer School on Agricultural Robotics [Education].
IEEE Robotics Autom. Mag., 2015

Lidar-Based Tree Recognition and Platform Localization in Orchards.
J. Field Robotics, 2015

A Pipeline for Trunk Detection in Trellis Structured Apple Orchards.
J. Field Robotics, 2015

Communication-aware information gathering with dynamic information flow.
Int. J. Robotics Res., 2015

Learning to soar: Resource-constrained exploration in reinforcement learning.
Int. J. Robotics Res., 2015

Guidance and Navigation for UAV Airborne Docking.
Proceedings of the Robotics: Science and Systems XI, Sapienza University of Rome, 2015

Online Localization of Radio-Tagged Wildlife with an Autonomous Aerial Robot System.
Proceedings of the Robotics: Science and Systems XI, Sapienza University of Rome, 2015

Experimental validation of a drogue estimation algorithm for autonomous aerial refueling.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

2014
Feature Learning Based Approach for Weed Classification Using High Resolution Aerial Images from a Digital Camera Mounted on a UAV.
Remote. Sens., 2014

Learned Stochastic Mobility Prediction for Planning with Control Uncertainty on Unstructured Terrain.
J. Field Robotics, 2014

Multi-UAV target search using decentralized gradient-based negotiation with expected observation.
Inf. Sci., 2014

Online decentralized information gathering with spatial-temporal constraints.
Auton. Robots, 2014

Online Task Planning and Control for Aerial Robots with Fuel Constraints in Winds.
Proceedings of the Algorithmic Foundations of Robotics XI, 2014

Persistent monitoring with a team of autonomous gliders using static soaring.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

A vision based relative navigation framework for formation flight.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Nonmyopic planning for long-term information gathering with an aerial glider.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Enhanced Stochastic Mobility Prediction on Unstructured Terrain Using Multi-output Gaussian Processes.
Proceedings of the Intelligent Autonomous Systems 13, 2014

Distributed Thermal Identification and Exploitation for Multiple Soaring UAVs.
Proceedings of the Human Behavior Understanding in Networked Sensing, 2014

2013
View Planning of a Multi-rotor Unmanned Air Vehicle for Tree Modeling Using Silhouette-Based Shape Estimation.
Proceedings of the Frontiers of Intelligent Autonomous Systems, 2013

Learning UAV Stability and Control Derivatives Using Gaussian Processes.
IEEE Trans. Robotics, 2013

Decentralized Coordinated Tracking with Mixed Discrete-Continuous Decisions.
J. Field Robotics, 2013

Continuous curvature path-smoothing algorithm using cubic B zier spiral curves for non-holonomic robots.
Adv. Robotics, 2013

A Gaussian process-based RRT planner for the exploration of an unknown and cluttered environment with a UAV.
Adv. Robotics, 2013

Bayesian Fusion for Multi-Modal Aerial Images.
Proceedings of the Robotics: Science and Systems IX, Technische Universität Berlin, Berlin, Germany, June 24, 2013

Orchard fruit segmentation using multi-spectral feature learning.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

A near-to-far non-parametric learning approach for estimating traversability in deformable terrain.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Thermal detection and generation of collision-free trajectories for cooperative soaring UAVs.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Provably-correct stochastic motion planning with safety constraints.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Decentralised coordination of mobile robots for target tracking with learnt utility models.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Real-time rendezvous point selection for a nonholonomic vehicle.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Energy-constrained motion planning for information gathering with autonomous aerial soaring.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Traversability estimation for a planetary rover via experimental kernel learning in a Gaussian process framework.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

UAV parameter estimation with multi-output local and global Gaussian Process approximations.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Gaussian processes for informative exploration in reinforcement learning.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

LiDAR Based Tree and Platform Localisation in Almond Orchards.
Proceedings of the Field and Service Robotics, 2013

A Feature Learning Based Approach for Automated Fruit Yield Estimation.
Proceedings of the Field and Service Robotics, 2013

A Pipeline for Trunk Localisation Using LiDAR in Trellis Structured Orchards.
Proceedings of the Field and Service Robotics, 2013

Robotics for Sustainable Broad-Acre Agriculture.
Proceedings of the Field and Service Robotics, 2013

2012
Visual-Inertial-Aided Navigation for High-Dynamic Motion in Built Environments Without Initial Conditions.
IEEE Trans. Robotics, 2012

Integrated Planning and Control of Rotary-wing Unmanned Aerial Vehicle Navigation.
J. Aerosp. Comput. Inf. Commun., 2012

Using Lie group symmetries for fast corrective motion planning.
Int. J. Robotics Res., 2012

Probabilistic Temporal Logic for Motion Planning with Resource Threshold Constraints.
Proceedings of the Robotics: Science and Systems VIII, 2012

Motion planning and stochastic control with experimental validation on a planetary rover.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

A new utility function for smooth transition between exploration and exploitation of a wind energy field.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Incorporating geometric information into Gaussian Process terrain models from monocular images.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Learning utility models for decentralised coordinated target tracking.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Decentralised information gathering with communication costs.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

"ShadowCut" - an unsupervised object segmentation algorithm for aerial robotic surveillance applications.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Real-time decentralized search with inter-agent collision avoidance.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Deploying the max-sum algorithm for decentralised coordination and task allocation of unmanned aerial vehicles for live aerial imagery collection.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

View Planning of a Multi-rotor Unmanned Air Vehicle for Tree Modeling Using Silhouette-Based Shape Estimation.
Proceedings of the Intelligent Autonomous Systems 12, 2012

2011
A comparison of feature and pose-based mapping using vision, inertial and GPS on a UAV.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Decentralised control of robot teams with discrete and continuous decision variables.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Multi-class classification of vegetation in natural environments using an Unmanned Aerial system.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Path planning for autonomous soaring flight in dynamic wind fields.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Non-parametric UAV system identification with dependent Gaussian processes.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Multi-UAV target search using explicit decentralized gradient-based negotiation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

2010
An Analytical Continuous-Curvature Path-Smoothing Algorithm.
IEEE Trans. Robotics, 2010

An Efficient Path Planning and Control Algorithm for RUAV's in Unknown and Cluttered Environments.
J. Intell. Robotic Syst., 2010

A Rotary-wing Unmanned Air Vehicle for Aquatic Weed Surveillance and Management.
J. Intell. Robotic Syst., 2010

Airborne vision-based mapping and classification of large farmland environments.
J. Field Robotics, 2010

System Development and Demonstration of a Cooperative UAV Team for Mapping and Tracking.
Int. J. Robotics Res., 2010

Cost-Effective Mapping Using Unmanned Aerial Vehicles in Ecology Monitoring Applications.
Proceedings of the Experimental Robotics, 2010

Autonomous airborne wildlife tracking using radio signal strength.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

2009
Mapping and Tracking.
IEEE Robotics Autom. Mag., 2009

Distributed Simulation and Middleware for Networked UAS.
J. Intell. Robotic Syst., 2009

Architectures for Cooperative Airborne Simultaneous Localisation and Mapping.
J. Intell. Robotic Syst., 2009

Efficient integration of inertial observations into visual SLAM without initialization.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

A guidance and control strategy for dynamic soaring with a gliding UAV.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

A protocol for decentralized multi-vehicle mapping with limited communication connectivity.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Airborne smoothing and mapping using vision and inertial sensors.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

2008
Demonstrating the Benefits of Cooperation for a UAV Team Performing Vision Based Feature Localisation.
Proceedings of the Experimental Robotics, The Eleventh International Symposium, 2008

3D smooth path planning for a UAV in cluttered natural environments.
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008

Removing scale biases and ambiguity from 6DoF monocular SLAM using inertial.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

2007
Real-time implementation of airborne inertial-SLAM.
Robotics Auton. Syst., 2007

Building a Robust Implementation of Bearing-only Inertial SLAM for a UAV.
J. Field Robotics, 2007

Special Issue on the Fifth International Conference on Field and Service Robotics, 2005.
Int. J. Robotics Res., 2007

On the Observability of Bearing-only SLAM.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

Inertial Aiding of Inverse Depth SLAM using a Monocular Camera.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

Inertial Navigation Aided by Monocular Camera Observations of Unknown Features.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

Reactive Collision Avoidance for Unmanned Aerial Vehicles Using Doppler Radar.
Proceedings of the Field and Service Robotics, Results of the 6th International Conference, 2007

2006
Editorial for Journal of Field Robotics - Special Issue on Field and Service Robotics.
J. Field Robotics, 2006

System development and demonstration of a UAV control architecture for information gathering missions.
J. Field Robotics, 2006

The coordination of multiple autonomous systems using information theoretic political science voting models.
Proceedings of the 1st IEEE/SMC International Conference on System of Systems Engineering, 2006

Consistent methods for Decentralised Data Fusion using Particle Filters.
Proceedings of the 2006 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2006

Multi-level State Estimation in an Outdoor Decentralised Sensor Network.
Proceedings of the Experimental Robotics, 2006

The Demonstration of a Cooperative Control Architecture for UAV Teams.
Proceedings of the Experimental Robotics, 2006

A decentralised particle filtering algorithm for multi-target tracking across multiple flight vehicles.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

A Bayesian Formulation for the Prioritized Search of Moving Objects.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

Robust Multi-loop Airborne SLAM in Unknown Wind Environments.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

Tracking Multiple Features including Cross-Feature Correlations, with Observation Parameter Uncertainties.
Proceedings of the 9th International Conference on Information Fusion, 2006

The Value of Information in the Multi-Objective Mission.
Proceedings of the 9th International Conference on Information Fusion, 2006

Non-Gaussian State Estimation in an Outdoor Decentralised Sensor Network.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005
An information-theoretic approach to autonomous navigation and guidance of an uninhabited aerial vehicle in unknown environments.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

Development of an Angular Characterisation System for Cooperative UAV / UGV Applications.
Proceedings of the Field and Service Robotics, Results of the 5th International Conference, 2005

The Development of a Real-Time Modular Architecture for the Control of UAV Teams.
Proceedings of the Field and Service Robotics, Results of the 5th International Conference, 2005

2004
Implementation of a Decentralised Sensing Network aboard Multiple UAVs.
Telecommun. Syst., 2004

Improving the real-time efficiency of inertial SLAM and understanding its observability.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

Tracking Techniques in Air Vehicle-Based Decentralized Sensor Networks.
Proceedings of the Handbook of Sensor Networks, 2004

2003
The ANSER Project.
Int. J. Robotics Res., 2003

Recasting SLAM - Towards Improving Efficiency and Platform Independency.
Proceedings of the Robotics Research, The Eleventh International Symposium, 2003

The Real-Time Development and Deployment of a Cooperative Multi-UAV System.
Proceedings of the Computer and Information Sciences, 2003

The coordination of multiple UAVs for engaging multiple targets in a time-optimal manner.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

Decentralised Ground Target Tracking with Heterogeneous Sensing Nodes on Multiple UAVs.
Proceedings of the Information Processing in Sensor Networks, 2003

Airborne simultaneous localisation and map building.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003

Real time multi-UAV simulator.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003

Decentralised SLAM with Low-Bandwidth Communication for Teams of Vehicles.
Proceedings of the Field and Service Robotics, Recent Advances in Reserch and Applications, 2003

Real-Time Navigation, Guidance, and Control of a UAV Using Low-Cost Sensors.
Proceedings of the Field and Service Robotics, Recent Advances in Reserch and Applications, 2003

A Compact Millimeter Wave Radar Sensor for Unmanned Air Vehicles.
Proceedings of the Field and Service Robotics, Recent Advances in Reserch and Applications, 2003

2002
Cooperative Data Fusion Amongst Multiple Uninhabited Air Vehicles.
Proceedings of the Experimental Robotics VIII [ISER 2002, 2002

2001
The aiding of a low-cost strapdown inertial measurement unit using vehicle model constraints for land vehicle applications.
IEEE Trans. Robotics Autom., 2001

2000
A Low-Cost, Redundant Inertial Measurement Unit for Unmanned Air Vehicles.
Int. J. Robotics Res., 2000

1999
A high integrity IMU/GPS navigation loop for autonomous land vehicle applications.
IEEE Trans. Robotics Autom., 1999

A New Algorithm for the Alignment of Inertial Measurement Units Without External Observation for Land Vehicle Applications.
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999

1998
Achieving Integrity in an INS/GPS Navigation Loop for Autonomous Land Vehicle Applications.
Proceedings of the IEEE International Conference on Robotics and Automation, 1998

1997
The Design of Ultra-High Integrity Navigation System for Large Autonomous Vehicles.
Proceedings of the Experimental Robotics V, 1997


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