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Oscar Pizarro

8 accepted papers

2023

Improved Benthic Classification using Resolution Scaling and SymmNet Unsupervised Domain Adaptation

ICRA 2023poster

Autonomous Underwater Vehicles (AUVs) conduct regular visual surveys of marine environments to characterise and monitor the composition and diversity of the benthos. The use of machine learning classifiers for this task is limited by the low numbers of annotations available and the many fine-grained…

Cited by 1SourcecodeScholar
2021

Anisotropic Disturbance Rejection for Kinematically Redundant Systems With Applications on an UVMS

RA-L 2021

Systems with a manipulator and a mobile base, such as in aerial and underwater applications, are susceptible to disturbances which create difficulties in maintaining a desired end effector pose. However, kinematically redundant vehicle manipulator systems can make use of the continuous space of conf

Cited by 15SourceScholar
2021

Hierarchical MCTS for Scalable Multi-Vessel Multi-Float Systems

ICRA 2021poster

Systems of multiple low-cost, underactuated floats combined with fully actuated surface vessels can improve the scalability and cost-effectiveness of autonomous systems for marine science and environmental monitoring. Here, we consider a coordination problem where surface vessels must drop off float…

Cited by 13SourceScholar
2021

Leveraging Metadata in Representation Learning With Georeferenced Seafloor Imagery

RA-L 2021

Camera equipped Autonomous Underwater Vehicles (AUVs) are now routinely used in seafloor surveys. Obtaining effective representations from the images they collect can enable perception-aware robotic exploration such as information-gain-guided path planning and target-driven visual navigation. This l

Cited by 12SourceScholar
2018

Bounding Drift in Cooperative Localisation Through the Sharing of Local Loop Closures

ICRA 2018poster

Handling loop closures and intervehicle observations in cooperative robotic scenarios remains a challenging problem due to data consistency, bandwidth limitations and increased computation requirements. This paper develops a general cooperative localisation and single vehicle Visual SLAM framework t…

Cited by 2SourceScholar
2016

Multimodal information-theoretic measures for autonomous exploration

ICRA 2016

Autonomous underwater vehicles (AUVs) are widely used to perform information gathering missions in unseen environments. Given the sheer size of the ocean environment, and the time and energy constraints of an AUV, it is important to consider the potential utility of candidate missions when performin

Cited by 5SourceScholar