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CORDIS

DeepField- Deep Learning in Field Robotics: from conceptualization towards implementation

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Project Brochure (opens in new window)

The project flyer doc is ready to produce In M3 the brochure is about the conceptual ideas, the M18 is with the preliminary results.

Project Website (opens in new window)

The project web site is launch with the principal information about the project.

Report on Communication Activities (opens in new window)

Report about the dissemination and communications activities. The report will be yearly updated.

Publications

Feature-based Underwater Localization using Imaging Sonar in Confined Environments (opens in new window)

Author(s): António J. Oliveira; Bruno M. Ferreira; Nuno A. Cruz
Published in: OCEANS 2021: San Diego – Porto, 2021
Publisher: IEEE
DOI: 10.23919/oceans44145.2021.9705938

Real-time Wall Identification for Underwater Mapping using Imaging Sonar (opens in new window)

Author(s): António J. Oliveira; Bruno M. Ferreira; Nuno A. Cruz
Published in: OCEANS 2022, Hampton Roads, 2022
Publisher: IEEE
DOI: 10.1109/oceans47191.2022.9977102

A robotic solution for NETTAG lost fishing net problem (opens in new window)

Author(s): Alfredo Martins; Carlos Almeida; Paula Lima; Diana Viegas; José Silva; José Miguel Almeida; Cristina Almeida; Sandra Ramos
Published in: Global Oceans 2020: Singapore – U.S. Gulf Coast, 2020
Publisher: IEEE
DOI: 10.1109/ieeeconf38699.2020.9389464

Multi-Agent Optimization for Offshore Wind Farm Inspection using an Improved Population-based Metaheuristic (opens in new window)

Author(s): Renato Jorge Silva; Pedro Nuno Leite; Andry Maykol Pinto
Published in: 2020 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), 2020
Publisher: IEEE
DOI: 10.1109/icarsc49921.2020.9096107

An Autonomous System for Collecting Water Samples from the Surface (opens in new window)

Author(s): André F. Pinto; Nuno A. Cruz; Bruno M. Ferreira; Nuno M. Abreu; Carlos F. Gonçalves; Murillo P. Villa; Aníbal C. Matos; Leonardo ...
Published in: Chennai, India, 2022
Publisher: IEEE
DOI: 10.1109/oceanschennai45887.2022.9775519

Multi-domain Mapping for Offshore Asset Inspection using an Autonomous Surface Vehicle (opens in new window)

Author(s): Daniel Filipe Campos, Anibal Matos, Andry Maykol Pinto
Published in: 2020 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), 2020, Page(s) 221-226, ISBN 978-1-7281-7078-7
Publisher: IEEE
DOI: 10.1109/icarsc49921.2020.9096097

Limit Characterization for Visual Place Recognition in Underwater Scenes (opens in new window)

Author(s): Ana Rita Gaspar, Alexandra Nunes & Aníbal Matos
Published in: ROBOT2022: Fifth Iberian Robotics Conference, 2022, ISBN 978-3-031-21065-5
Publisher: Spinger
DOI: 10.1007/978-3-031-21065-5_6

Image segmentation and mapping in an underwater environment using an imaging sonar (opens in new window)

Author(s): Paulo M. Gonçalves; Bruno M. Ferreira; José C. Alves; Nuno A. Cruz
Published in: OCEANS 2022, Hampton Roads, 2022
Publisher: IEEE
DOI: 10.1109/oceans47191.2022.9977217

LiDAR-based Power Assets Extraction based on Point Cloud Data (opens in new window)

Author(s): M. Amado; F. Lopes; A. Dias; A. Martins
Published in: 2021 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), 2021
Publisher: IEEE
DOI: 10.1109/icarsc52212.2021.9429772

Occupancy Grid Mapping from 2D SONAR Data for Underwater Scenes (opens in new window)

Author(s): Alexandra Nunes; Ana Rita Gaspar; Aníbal Matos
Published in: OCEANS 2021: San Diego – Porto, 2021
Publisher: IEEE
DOI: 10.23919/oceans44145.2021.9705764

Variable Pitch System for the Underwater Explorer Robot UX-1* (opens in new window)

Author(s): Ramon A. Suarez Fernandez; Davide Grande; Luca Bascetta; Alfredo Martins; Sergio Dominguez; Claudio Rossi
Published in: 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020
Publisher: IEEE
DOI: 10.1109/iros45743.2020.9341759

Autonomous High-Resolution Image Acquisition System for Plankton (opens in new window)

Author(s): João Resende; Pedro Barbosa; José Almeida; Alfredo Martins
Published in: 2021 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), 2021
Publisher: IEEE
DOI: 10.1109/icarsc52212.2021.9429789

3D Reconstruction of Historical Sites using an UAV (opens in new window)

Author(s): P. Silva, A. Dias, A. Pires. T. Santos, A. Amaral, P. Rodrigues, J. Almeida and E. Silva
Published in: CLAWAR 2020: 23rd International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines, 2020
Publisher: CLAWAR
DOI: 10.13180/clawar.2020.24-26.08.46

A Modular Inductive Wireless Charging Solution for Autonomous Underwater Vehicles (opens in new window)

Author(s): Lucas Rebelo Agostinho; Nuno Canizes Ricardo; Renato Jorge Silva; Andry Maykol Pinto
Published in: 2021 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), 2021
Publisher: IEEE
DOI: 10.1109/icarsc52212.2021.9429785

Graph-SLAM Approach for Indoor UAV Localization in Warehouse Logistics Applications (opens in new window)

Author(s): A. Moura; J. Antunes; A. Dias; A. Martins; J. Almeida
Published in: 2021 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), 2021
Publisher: Springer
DOI: 10.1109/icarsc52212.2021.9429791

ATLANTIS - The Atlantic Testing Platform for Maritime Robotics (opens in new window)

Author(s): Andry Maykol Pinto; João V. Amorim Marques; Daniel Filipe Campos; Nuno Abreu; Aníbal Matos; Martio Jussi; Robin Berglund
Published in: OCEANS 2021: San Diego – Porto, 2021
Publisher: IEEE
DOI: 10.23919/oceans44145.2021.9706059

Evaluation of Bags of Binary Words for Place Recognition in Challenging Scenarios (opens in new window)

Author(s): Ana Rita Gaspar; Alexandra Nunes; Aníbal Matos
Published in: 2021 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), 2021
Publisher: IEEE
DOI: 10.1109/icarsc52212.2021.9429799

UDMSim: A Simulation Platform for Underwater Data Muling Communications (opens in new window)

Author(s): Filipe B. Teixeira; Nuno Moreira; Nuno Abreu; Bruno Ferreira; Manuel Ricardo; Rui Campos
Published in: 2020 16th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), 2020
Publisher: IEEE
DOI: 10.1109/wimob50308.2020.9253412

Experimental evaluation of segmentation algorithms for corner detection in sonar images (opens in new window)

Author(s): Pedro L. Oliveira, Bruno M. Ferreira, Nuno A. Cruz
Published in: OCEANS 2019 MTS/IEEE SEATTLE, 2019, Page(s) 1-10, ISBN 978-0-578-57618-3
Publisher: IEEE
DOI: 10.23919/oceans40490.2019.8962756

DIIUS - Distributed Perception for Inspection of Aquatic Structures (opens in new window)

Author(s): Daniel Filipe Campos; Maria Pereira; Aníbal Matos; Andry Maykol Pinto
Published in: OCEANS 2021: San Diego – Porto, 2021
Publisher: IEEE
DOI: 10.23919/oceans44145.2021.9705939

Multiple Vessel Detection and Tracking in Harsh Maritime Environments (opens in new window)

Author(s): Diogo Ferreira Duarte; Maria Inês Pereira; Andry Maykol Pinto
Published in: OCEANS 2021: San Diego – Porto, 2021
Publisher: IEEE
DOI: 10.23919/oceans44145.2021.9705954

Feedfirst: Intelligent monitoring system for indoor aquaculture tanks (opens in new window)

Author(s): Bernardo Teixeira; Ana Paula Lima; Carlos Pinho; Diana Viegas; Nuno Dias; Hugo Silva; José Almeida
Published in: OCEANS 2022, Hampton Roads, 2022
Publisher: IEEE
DOI: 10.1109/oceans47191.2022.9976979

Critical object recognition in underwater environment (opens in new window)

Author(s): Alexandra Nunes, Ana Rita Gaspar, Anibal Matos
Published in: OCEANS 2019 - Marseille, 2019, Page(s) 1-6, ISBN 978-1-7281-1450-7
Publisher: IEEE
DOI: 10.1109/oceanse.2019.8867360

Supervised vs Unsupervised Approaches for Real Time Hyperspectral Imaging Maritime Target Detection (opens in new window)

Author(s): Sara Freitas, Hugo Silva, Jose Almeida, Alfredo Martins, Eduardo Silva
Published in: 2018 OCEANS - MTS/IEEE Kobe Techno-Oceans (OTO), 2018, Page(s) 1-6, ISBN 978-1-5386-1654-3
Publisher: IEEE
DOI: 10.1109/oceanskobe.2018.8559324

Supervised classification for hyperspectral imaging in UAV maritime target detection (opens in new window)

Author(s): Sara Freitas, Carlos Almeida, Hugo Silva, Jose Almeida, Eduardo Silva
Published in: 2018 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), 2018, Page(s) 84-90, ISBN 978-1-5386-5221-3
Publisher: IEEE
DOI: 10.1109/icarsc.2018.8374165

Submarine Cables as Precursors of Persistent Systems for Large Scale Oceans Monitoring and Autonomous Underwater Vehicles Operation (opens in new window)

Author(s): Marcos Tieppo; Eduardo Pereira; Laura González Garcia; Margarida Rolim; Emanuel Castanho; Aníbal Matos; António Silva ...
Published in: OCEANS 2022, Hampton Roads, 2022
Publisher: IEEE
DOI: 10.1109/oceans47191.2022.9977360

A MULTI-AGENT SYSTEM FOR AUTONOMOUS MOBILE ROBOT COORDINATION (opens in new window)

Author(s): Norberto Sousa, Nuno Oliveira and Isabel Praça
Published in: MODELLING AND SIMULATION 2021: 35TH ANNUAL EUROPEAN SIMULATION AND MODELLING CONFERENCE 2021 (ESM 2021), 2021
Publisher: ArXiv
DOI: 10.48550/arxiv.2109.12386

Detecting Docking-based Structures for Persistent ASVs using a Volumetric Neural Network (opens in new window)

Author(s): Maria Inês Pereira; Pedro Nuno Leite; Andry Maykol Pinto
Published in: Global Oceans 2020: Singapore – U.S. Gulf Coast, 2020
Publisher: IEEE
DOI: 10.1109/ieeeconf38699.2020.9389349

Hyperspectral Imaging System for Marine Litter Detection (opens in new window)

Author(s): Sara Freitas; Hugo Silva; Carlos Almeida; Diana Viegas; Alexandre Amaral; Tiago Santos; André Dias; Pedro A. S. Jorge (...)
Published in: OCEANS 2021: San Diego – Porto, 2021
Publisher: IEEE
DOI: 10.23919/oceans44145.2021.9705953

Survey of approaches for emergency landing spot detection with unmanned aerial vehicles

Author(s): Gabriel Loureiro, André Dias, Alfredo Martins
Published in: CLAWAR 2020: 23rd International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines,, 2020
Publisher: CLAWAR

Underwater Object Recognition: A Domain-Adaption Methodology of Machine Learning Classifiers (opens in new window)

Author(s): Antonio Pedro Oliva Afonso, Andry Maykol Pinto
Published in: OCEANS 2019 MTS/IEEE SEATTLE, 2019, Page(s) 1-6, ISBN 978-0-578-57618-3
Publisher: IEEE
DOI: 10.23919/oceans40490.2019.8962693

Detection and Mapping of Monopiles in Offshore Wind Farms using Autonomous Surface Vehicles (opens in new window)

Author(s): Rafael Claro; Renato Silva; Andry Pinto
Published in: Global Oceans 2020: Singapore – U.S. Gulf Coast, 2020
Publisher: IEEE
DOI: 10.1109/ieeeconf38699.2020.9389348

Unmanned Aerial Vehicle for Wind-Turbine Inspection. Next Step: Offshore (opens in new window)

Author(s): A. Dias; J. Almeida; A. Oliveira; T. Santos; A. Martins; E. Silva
Published in: OCEANS 2022, Hampton Roads, 2022
Publisher: IEEE
DOI: 10.1109/oceans47191.2022.9977308

A low-cost, low-power and low-size multi-parameter station for real-time and online monitoring of the coastal area (opens in new window)

Author(s): T. Matos; J. L. Rocha; H. Dinis; C. L. Faria; M. S. Martins; Renato Henriques; L.M. Goncalves
Published in: OCEANS 2022, Hampton Roads, 2022
Publisher: IEEE
DOI: 10.1109/oceans47191.2022.9977347

Deep Learning Approaches Assessment for Underwater Scene Understanding and Egomotion Estimation (opens in new window)

Author(s): Bernardo Teixeira, Hugo Silva, Anibal Matos, Eduardo Silva
Published in: OCEANS 2019 MTS/IEEE SEATTLE, 2019, Page(s) 1-9, ISBN 978-0-578-57618-3
Publisher: IEEE
DOI: 10.23919/oceans40490.2019.8962872

A SMACC based mission control system for autonomous underwater vehicles (opens in new window)

Author(s): David Carvalho; Alfredo Martins; José Miguel Almeida; Eduardo Silva
Published in: OCEANS 2022, Hampton Roads, 2022
Publisher: IEEE
DOI: 10.1109/oceans47191.2022.9977228

MARA - A modular underwater robot for confined spaces exploration (opens in new window)

Author(s): Alfredo Martins; José Almeida; Carlos Almeida; Ricardo Pereira; Denys Sytnyk; Eduardo Soares; Bruno Matias; Tiago Pereira; Eduardo Silva
Published in: Global Oceans 2020: Singapore – U.S. Gulf Coast, 2020
Publisher: IEEE
DOI: 10.1109/ieeeconf38699.2020.9388981

Sonar-based Cable Detection for in-situ Calibration of Marine Sensors (opens in new window)

Author(s): António J. Oliveira; Bruno M. Ferreira; Roee Diamant; Nuno A. Cruz
Published in: 2022 IEEE/OES Autonomous Underwater Vehicles Symposium (AUV), 2022
Publisher: IEEE
DOI: 10.1109/auv53081.2022.9965846

End-to-End Detection of a Landing Platform for Offshore UAVs Based on a Multimodal Early Fusion Approach (opens in new window)

Author(s): Neves, Francisco Soares, Rafael Marques Claro, and Andry Maykol Pinto
Published in: Sensors, 2022, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23052434

MARESye: A hybrid imaging system for underwater robotic applications (opens in new window)

Author(s): Andry Maykol Pinto, Anibal C. Matos
Published in: Information Fusion, Issue 55, 2020, Page(s) 16-29, ISSN 1566-2535
Publisher: Elsevier BV
DOI: 10.1016/j.inffus.2019.07.014

Modular Multi-Domain Aware Autonomous Surface Vehicle for Inspection (opens in new window)

Author(s): DANIEL FILIPE CAMPOS , ANÍBAL MATOS , ANDRY MAYKOL PINTO
Published in: IEEE Access, 2022, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3217504

A Practical Survey on Visual Odometry for Autonomous Driving in Challenging Scenarios and Conditions (opens in new window)

Author(s): Lucas R. Agostinho; Nuno M. Ricardo; Maria I. Pereira; Antoine Hiolle; Andry M. Pinto
Published in: IEEE ACCESS, 2022, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3188990

Simultaneous Underwater Navigation and Mapping (opens in new window)

Author(s): Ana Rita Silva Gaspar, Aníbal Matos
Published in: U.Porto Journal of Engineering, Issue 5/2, 2019, Page(s) 1-9, ISSN 2183-6493
Publisher: Universidade do Porto
DOI: 10.24840/2183-6493_005.002_0001

Automatic Detection of Corrosion in Large-Scale Industrial Buildings Based on Artificial Intelligence and Unmanned Aerial Vehicles (opens in new window)

Author(s): Rafael Lemos, Rafael Cabral, Diogo Ribeiro, Ricardo Santos, Vinicius Alves, André Dias
Published in: Applied Sciences, 2023, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app13031386

Exploiting Motion Perception in Depth Estimation Through a Lightweight Convolutional Neural Network (opens in new window)

Author(s): Pedro Nuno Leite; Andry Maykol Pinto
Published in: IEEE Access, 2021, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3082697

LiDAR-Based Real-Time Detection and Modeling of Power Lines for Unmanned Aerial Vehicles (opens in new window)

Author(s): Fábio Azevedo, André Dias, José Almeida, Alexandre Oliveira, André Ferreira, Tiago Santos, Alfredo Martins, Eduardo Silva
Published in: Sensors, Issue 19/8, 2019, Page(s) 1812, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s19081812

Tracking multiple Autonomous Underwater Vehicles (opens in new window)

Author(s): José Melo, Aníbal C. Matos
Published in: Autonomous Robots, Issue 43/1, 2019, Page(s) 1-20, ISSN 0929-5593
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10514-018-9696-7

A mosaicking technique for object identification in underwater environments (opens in new window)

Author(s): Alexandra Pereira Nunes, Ana Rita Silva Gaspar, Andry M. Pinto, Aníbal Castilho Matos
Published in: Sensor Review, Issue 39/3, 2019, Page(s) 387-396, ISSN 0260-2288
Publisher: Emerald Group Publishing Ltd.
DOI: 10.1108/sr-04-2018-0089

Decoding Reinforcement Learning for Newcomers (opens in new window)

Author(s): Francisco S. Neves; Gustavo A. Andrade; Matheus F. Reis; A. Pedroxg1 Aguiar; Andry Maykol Pinto
Published in: IEEE ACCESS, 2022, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3279729

Underwater Localization System Combining iUSBL with Dynamic SBL in ¡VAMOS! Trials (opens in new window)

Author(s): José Almeida, Bruno Matias, António Ferreira, Carlos Almeida, Alfredo Martins, Eduardo Silva
Published in: Sensors, Issue 20/17, 2020, Page(s) 4710, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20174710

Advancing Autonomous Surface Vehicles: A 3D Perception System for the Recognition and Assessment of Docking-Based Structures (opens in new window)

Author(s): M. I. Pereira, R. M. Claro, P. N. Leite and A. M. Pinto
Published in: IEEE Access, 2021, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3070694

ISEP/INESC TEC Aerial Robotics Team for Search and Rescue Operations at the euRathlon 2015 (opens in new window)

Author(s): P. Sousa, A. Ferreira, M. Moreira, T. Santos, A. Martins, A. Dias, J. Almeida, E. Silva
Published in: Journal of Intelligent & Robotic Systems, Issue 93/3-4, 2019, Page(s) 447-460, ISSN 0921-0296
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10846-018-0772-1

A data‐driven particle filter for terrain based navigation of sensor‐limited autonomous underwater vehicles (opens in new window)

Author(s): José Melo, Aníbal Matos
Published in: Asian Journal of Control, Issue 21/4, 2019, Page(s) 1659-1670, ISSN 1561-8625
Publisher: Chinese Automatic Control Society
DOI: 10.1002/asjc.2107

A 3-D Lightweight Convolutional Neural Network for Detecting Docking Structures in Cluttered Environments (opens in new window)

Author(s): Pereira, Maria Inês; Leite, Pedro Nuno; Maykol Pinto, Andry
Published in: Marine Technology Society Journal, 2021, ISSN 0025-3324
Publisher: Marine Technology Society, Inc.
DOI: 10.4031/mtsj.55.4.9

3DupIC: An Underwater Scan Matching Method for Three-Dimensional Sonar Registration (opens in new window)

Author(s): Ferreira, A, Almeida, J, Martins, A, Matos, A, Silva, E
Published in: SENSORS, 2022, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22103631

Emergency Landing Spot Detection for Unmanned Aerial Vehicle (opens in new window)

Author(s): Gabriel Loureiro, Dias, A., Almeida, J., Martins, A.
Published in: Remote Sensing, 2021, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13101930

DeepSLAM: A Robust Monocular SLAM System With Unsupervised Deep Learning (opens in new window)

Author(s): Ruihao Li, Sen Wang, Dongbing Gu
Published in: IEEE Transactions on Industrial Electronics, Issue 68/4, 2021, Page(s) 3577-3587, ISSN 0278-0046
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tie.2020.2982096

Improving the preparedness against an oil spill: Evaluation of the influence of environmental parameters on the operability of unmanned vehicles (opens in new window)

Author(s): A.M. Bernabeu, M. Plaza-Morlote, D. Rey, M. Almeida, A. Dias, A.P. Mucha
Published in: Marine Pollution Bulletin, 2021, ISSN 0025-326X
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.marpolbul.2021.112791

Variable Buoyancy or Propeller-Based Systems for Hovering Capable Vehicles: An Energetic Comparison (opens in new window)

Author(s): João Falcão Carneiro; João Bravo Pinto; Fernando Gomes de Almeida; Nuno A. Cruz
Published in: IEEE Journal of Oceanic Engineering, 2021, ISSN 0364-9059
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/joe.2020.3000703

Convolutional neural network target detection in hyperspectral imaging for maritime surveillance (opens in new window)

Author(s): Sara Freitas, Hugo Silva, José Miguel Almeida, Eduardo Silva
Published in: International Journal of Advanced Robotic Systems, Issue 16/3, 2019, Page(s) 172988141984299, ISSN 1729-8814
Publisher: SAGE jounals
DOI: 10.1177/1729881419842991

Three-Dimensional Mapping in Underwater Environment (opens in new window)

Author(s): Alexandra Pereira Nunes, Aníbal Matos
Published in: U.Porto Journal of Engineering, Issue 5/2, 2019, Page(s) 10-18, ISSN 2183-6493
Publisher: Universidade do Porto
DOI: 10.24840/2183-6493_005.002_0002

Deep Learning for Underwater Visual Odometry Estimation (opens in new window)

Author(s): Bernardo Teixeira, Hugo Silva, Anibal Matos, Eduardo Silva
Published in: IEEE Access, Issue 8, 2020, Page(s) 44687-44701, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.2978406

MViDO: A High Performance Monocular Vision-Based System for Docking A Hovering AUV (opens in new window)

Author(s): André Bianchi Figueiredo, Aníbal Coimbra Matos
Published in: Applied Sciences, Issue 10/9, 2020, Page(s) 2991, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app10092991

A Performance Analysis of Feature Extraction Algorithms for Acoustic Image-Based Underwater Navigation (opens in new window)

Author(s): Oliveira, António José, Bruno Miguel Ferreira, and Nuno Alexandre Cruz
Published in: Journal of Marine Science and Engineering, 2021, ISSN 2077-1312
Publisher: MDPI
DOI: 10.3390/jmse9040361

Deep learning point cloud odometry: Existing approaches and open challenges (opens in new window)

Author(s): Bernardo Teixeira, Hugo SIlva
Published in: U.Porto Journal of Engineering, 2021, ISSN 2183-6493
Publisher: Universidade do Porto
DOI: 10.24840/2183-6493_007.003_0006

Hyperspectral Imaging Zero-Shot Learning for Remote Marine Litter Detection and Classification (opens in new window)

Author(s): Sara Freitas, Hugo SIlva, Eduardo Silva
Published in: Remote Sensing, 2022, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs14215516

Remote Hyperspectral Imaging Acquisition and Characterization for Marine Litter Detection (opens in new window)

Author(s): Sara Freitas, Hugo Silva, Eduardo Silva
Published in: Remote Sensing, 2021, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13132536

3D UNDERWATER MINE MODELLING IN THE ¡VAMOS! PROJECT (opens in new window)

Author(s): M. Bleier, C. Almeida, A. Ferreira, R. Pereira, B. Matias, J. Almeida, J. Pidgeon, J. van der Lucht, K. Schilling, A. Martins, E. Silva, A. Nüchter
Published in: ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Issue XLII-2/W10, 2019, Page(s) 39-44, ISSN 2194-9034
Publisher: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
DOI: 10.5194/isprs-archives-xlii-2-w10-39-2019

Multi-criteria metric to evaluate motion planners for underwater intervention (opens in new window)

Author(s): Renato Silva, Aníbal Matos, Andry Maykol Pinto
Published in: Autonomous Robots, 2022, ISSN 0929-5593
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10514-022-10060-x

Dense Disparity Maps from RGB and Sparse Depth Information Using Deep Regression Models (opens in new window)

Author(s): Pedro Nuno Leite, Renato Jorge Silva, Daniel Filipe Campos, Andry Maykol Pinto
Published in: Image Analysis and Recognition - 17th International Conference, ICIAR 2020, Póvoa de Varzim, Portugal, June 24–26, 2020, Proceedings, Part I, Issue 12131, 2020, Page(s) 379-392, ISBN 978-3-030-50346-8
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-50347-5_33

New Approaches to Study Jellyfish (opens in new window)

Author(s): Catarina Magalhães, Alfredo Martins, Antonina Dos Santos
Published in: Zooplankton Ecology, 2020, ISBN 9781351021821
Publisher: CRC Press
DOI: 10.1201/9781351021821

Evaluation of Lightweight Convolutional Neural Networks for Real-Time Electrical Assets Detection (opens in new window)

Author(s): Joel Barbosa, André Dias, José Almeida, Eduardo Silva
Published in: Robot 2019: Fourth Iberian Robotics Conference - Advances in Robotics, Volume 1, Issue 1092, 2020, Page(s) 99-112, ISBN 978-3-030-35989-8
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-35990-4_9

"""Deep Learning Approaches Assessment for Underwater Scene Understanding and Egomotion Estimation"""

Author(s): Bernardo Teixeira
Published in: 2019
Publisher: Universidade do Porto

A comparative study of machine learning techniques for underwater visual object recognition

Author(s): António Pedro Oliva Afonso
Published in: 2019
Publisher: Universidade do Porto

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