Keywords:
- Artificial Intelligence
- Assistive Robots
- autonomous navigation
- Bayes
- BayesianInference
- Chemical sensors
- CNNs
- Dataset
- Deep Learning
- Detectron2
- e-nose
- electronic nose
- Face Detection
- Face Recognition
- Feature Extraction
- gas classification
- gas sensor
- gas source localization
- Google Colab
- Industry 4.0
- Intelligent prognostics tools
- Jupyter
- Machine Learning
- Markov decision process
- MDP
- mobile robot
- Mobile Robot Olfaction
- Mobile Robotics
- mobile robots
- Object detection
- object recognition
- Object recognitionConditional random fieldsOntologiesProbabilistic graphical models
- odometry
- Ontologies
- Predictive Maintenance
- Python
- radar
- Range sensors
- Relational database
- Robot@Home
- Robotic architecture
- Room Categorization
- ROS
- Semantic Knowledge
- Semantic maps
- semantics
- sensor fusion
- Smart manufacturing
- uncertainty
- uncertainty propagation
- Unity 3D
Publication ranking (quartiles, terciles)
Article count: 24
| Q1 | 14 |
| Q2 | 9 |
| Q3 | 0 |
| Q4 | 1 |
| Unknown | 0 |
| T1 | 17 |
| T2 | 6 |
| T3 | 1 |
| Unknown | 0 |
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Publications of J. R. Ruiz-Sarmiento
2025
| , , and , Agentic Workflows for Improving Large Language Model Reasoning in Robotic Object-Centered Planning (2025), in: Robotics, 14:3 |
[DOI] [URL] |
| , , and , Application of Large Vision-Language Models for Semantic Map Refinement in Mobile Robotics, in: Simposio CEA de Robótica, Bioingeniería, Visión Artificial y Automática Marina, Almería (Spain), 2025 |
[DOI] [URL] |
| , , and , Mobile Robot Place Segmentation and Categorization Using Object Semantics, in: European Conference on Mobile Robots, 2025 |
[DOI] [URL] |
| , , and , Semantic Segmentation of Object Instances Using an Open Vocabulary, in: Simposio CEA de Robótica, Bioingeniería, Visión Artificial y Automática Marina, Almería (Spain), 2025 |
[DOI] [URL] |
2024
| , and , Advances in 3D Range Sensors Odometry for Mobile Robotics, University of Málaga, 2024 |
[URL] |
| , , , and , Doppler-only Single-scan 3D Vehicle Odometry, 2024 |
[URL] |
| , , and , Large Models for Semantic Mapping in Mobile Robotics, in: XLV Jornadas de Automática, Málaga (Spain), 2024 |
[DOI] [URL] |
| , , and , Linux Container-based Environment for the Development of Robotic Applications, in: XLV Jornadas de Automática, Málaga (Spain), 2024 |
[DOI] [URL] |
| , and , MachNet, a general Deep Learning architecture for Predictive Maintenance within the industry 4.0 paradigm (2024), in: Engineering Applications of Artificial Intelligence, 127(107365) |
[DOI] [URL] |
| , , , and , Multimodal System for the Orientation of Mobile Robots Towards its Interlocutor, in: XLV Jornadas de Automática, Málaga (Spain), 2024 |
[DOI] [URL] |
2023
| , and , GND-LO: Ground Decoupled 3D Lidar Odometry Based on Planar Patches (2023), in: IEEE Robotics and Automation Letters, 8:11(6923 - 6930) |
[DOI] [URL] |
| , and , The Robot@Home2 dataset: A new release with improved usability tools (2023), in: SoftwareX, 23(101490) |
[DOI] |
| , , and , Towards a Voxelized Semantic Representation of the Workspace of Mobile Robots, in: Advances in Computational Intelligence. IWANN, Switzerland, pages 194--205, Springer Nature, 2023 |
[DOI] |
2022
| , and , Efficient 3D Lidar Odometry Based on Planar Patches (2022), in: Sensors, 22:18 |
[DOI] [URL] |
| , , and , GadenTools: A Toolkit for Testing and Simulating Robotic Olfaction Tasks With Jupyter Notebook Support, in: Fifth Iberian Robotics Conference (ROBOT2022), Zaragoza, Spain, 2022 |
[DOI] [URL] |
| , , , , and , LTC-Mapping, Enhancing Long-term Consistency of Object-oriented Semantic Maps in Robotics (2022), in: MDPI Sensors, 22:14 |
[DOI] [URL] |
| , and , Método de Odometría Basada en Planos para Cámaras de Profundidad, in: XII Jornadas Nacionales de Robótica, Educación en Automática, y Bioingeniería, Malaga, Spain, 2022 |
[URL] |
| , , , and , Robot@VirtualHome, an ecosystem of virtual environments and tools for realistic indoor robotic simulation (2022), in: Expert Systems with Applications, 208(117970) |
[DOI] [URL] |
2021
| , and , Autonomous Docking of Mobile Robots by Reinforcement Learning Tackling the Sparse Reward Problem, chapter Advances in Computational Intelligence, pages 392-403, Springer International Publishing, Lecture Notes in Computer Science, volume 12862, 2021 |
[DOI] |
| , , , , and , Exploiting Spatio-Temporal Coherence for Video Object Detection in Robotics, in: International Conference on Computer Analysis of Images and Patterns (CAIP), 2021 |
[DOI] [URL] |
| , and , Improving the Head Pose Variation Problem in Face Recognition for Mobile Robots (2021), in: Sensors, 21:2(659) |
[DOI] [URL] |
| , and , Jupyter Notebooks in Undergraduate Mobile Robotics Courses: Educational Tool and Case Study (2021), in: Applied Sciences, 11:3(917) |
[DOI] [URL] |
| , and , LaLaLoc: Latent Layout Localisation in Dynamic, Unvisited Environments, in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pages 10107-10116, 2021 |
[DOI] [URL] |
| , , and , ViMantic, a distributed robotic architecture for semantic mapping in indoor environments (2021), in: International Journal of Knowledge-Based Systems(107440) |
[DOI] [URL] |
2020
| , , and , A Collection of Jupyter Notebooks Covering the Fundamentals of Computer Vision, in: ICERI2020 Proceedings, pages 5495-5505, IATED, 2020 |
[DOI] [URL] |
| , and , A Face Recognition System for Assistive Robots, in: International Conference on Applications of Intelligent Systems (APPIS), Las Palmas de Gran Canaria (Spain), 2020 |
[DOI] |
| , , , , and , A Predictive Model for the Maintenance of Industrial Machinery in the Context of Industry 4.0 (2020), in: Engineering Applications of Artificial Intelligence, 87 |
[DOI] [URL] |
| , , , and , Automatic Waypoint Generation to Improve Robot Navigation Through Narrow Spaces (2020), in: MDPI Sensors, 20:1 |
[DOI] [URL] |
| , and , Empowering Mobile Robotics Undergraduate Courses by Using Jupyter Notebooks, in: 14th annual International Technology, Education and Development Conference, Valencia, Spain, 2020 |
| , , and , From Object Detection to Room Categorization in Robotics, Las Palmas de Gran Canaria (Spain), 2020 |
[DOI] [URL] |
2019
| , , and , A Tutorial on Object Recognition by Machine Learning Techniques Using Python, in: INTED2019 Proceedings, Valencia, SPAIN, pages 3321-3330, IATED, 2019 |
[DOI] |
| , and , An Evaluation of Plume Tracking as a Strategy for Gas Source Localization in Turbulent Wind Flows, in: ISOCS/IEEE International Symposium on Olfaction and Electronic Nose (ISOEN), Fukuoka (Japan), 2019 |
[DOI] |
| , , and , Automatic Multi-Sensor Extrinsic Calibration For Mobile Robots (2019), in: IEEE Robotics and Automation Letters, 4:3(2862-2869) |
[DOI] |
| , and , Colección de Jupyter Notebooks para cursos de robótica móvil (in spanish), in: XL Jornadas de Automática, Ferrol, Spain, pages 663-670, 2019 |
[DOI] |
| , , , and , Improvement of the Sensory and Autonomous Capability of Robots Through Olfaction: the IRO Project, in: Spanish Robotics Conference, Alicante (Spain), 2019 |
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| , , and , Integration of CNN into a Robotic Architecture to Build Semantic Maps of Indoor Environments, pages 313--324, Springer, Cham, Advances in Computational Intelligence. IWANN 2019. Lecture Notes in Computer Science, volume 11507, 2019 |
[DOI] [URL] |
| , and , Intrinsic Calibration of Depth Cameras for Mobile Robots using a Radial Laser Scanner, pages 659-671, Springer International Publishing, Computer Analysis of Images and Patterns. Lecture Notes in Computer Science, volume 11678, 2019 |
[DOI] |
| , , , and , Olfaction, Vision, and Semantics for Mobile Robots. Results of the IRO Project (2019), in: Sensors, 19:16: 3488 |
[DOI] [URL] |
| , , , and , Ontology-based conditional random fields for object recognition (2019), in: International Journal of Knowledge-Based Systems:168(100-108) |
[DOI] [URL] |
| , , , , , and , Towards Long-Term Deployment of a Mobile Robot for at-Home Ambient Assisted Living of the Elderly, in: European Conference on Mobile Robots (ECMR), Prague, Czech Republic, 2019 |
[DOI] |
2018
| , , , , , and , A Multi-Actor Framework Centered around an Assististe Mobile Robot for Elderly People Living Alone, in: IEEE International Conference on Intelligent Robots - Workshop on Robots for Assisted Living (IROS), 2018 |
[URL] |
| , , , , and , A Semantic-Based Gas Source Localization with a Mobile Robot Combining Vision and Chemical Sensing (2018), in: Sensors, 18:12 |
[DOI] [URL] |
| , , , and , Analysis of Data from the Industrial Machinery within the Hot Rolling Process for Predictive Maintenance, pages 122 - 133, IOS Press, 2018 |
[DOI] [URL] |
| , , , and , Analyzing Interference Between RGB-D Cameras for Human Motion Tracking, in: International Conference on Applications of Intelligent Systems (APPIS), Las Palmas de Gran Canaria (Spain), 2018 |
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| , , , and , Context-aware 3D object anchoring for mobile robots (2018), in: Robotics and Autonomous Systems |
[DOI] |
| , , , and , Data Analysis of the Hot Rolling Process in a Stainless Steel Factory for Predictive Maintenance, in: International Conference on Applications of Intelligent Systems (APPIS), Las Palmas de Gran Canaria (Spain), 2018 |
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| , , and , mVision, a Toolbox for Computer Vision Courses, in: 12th annual International Technology, Education and Development Conference (INTED'18), Valencia (Spain), pages 5232--5241, 2018 |
[DOI] [URL] |
| , , , and , Towards a Semantic Gas Source Localization under Uncertainty, pages 504--516, Springer, Cham, 2018 |
[DOI] [URL] |
| , , and , Tutorial para el Reconocimiento de Objetos Basado en Características Empleando Herramientas Python (in spanish), in: XXXIX Jornadas de Automática, Badajoz (Spain), 2018 |
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2017
| , and , A survey on learning approaches for Undirected Graphical Models. Application to scene object recognition (2017), in: International Journal of Approximate Reasoning, 83(434-451) |
[DOI] |
| , and , Building Multiversal Semantic Maps for Mobile Robot Operation (2017), in: Knowledege-Based Systems, 119(257-272) |
[DOI] |
| , , , , , , , , , , , , , , , , , , and , ExCITE Project: A Review of Forty-two Months of Robotic Telepresence Technology Evolution (2017), in: Presence: Teleoperators and Virtual Environments |
[DOI] |
| , and , Experiences on a Motivational Learning Approach for Robotics in Undergraduate Courses, in: INTED2017 Proceedings, Valencia, Spain, pages 3803-3811, IATED, 2017 |
[URL] |
| , and , Modelado del Contexto Geométrico para el Reconocimiento de Objetos, in: Actas de las XXXVIII Jornadas de Automática, 2017 |
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| , , , and , Online Context-based Object Recognition for Mobile Robots, in: 17th International Conference on Autonomous Robot Systems and Competition (ICARSC), Coimbra, Portugal, 2017 |
[URL] |
| , and , Robot@Home, a robotic dataset for semantic mapping of home environments (2017), in: The International Journal of Robotics Research, 36:2(131-141) |
[DOI] [URL] |
2016
| , , and , An Automated Surveying and Marking System for Continuous Setting-out of Tunnels (2016), in: Computer-Aided Civil and Infrastructure Engineering, 31:3(219--228) |
[DOI] |
| , and , Detección de Lugares con Camaras RGB-D. Aplicación a Cierre de Bucles en SLAM, in: Actas de las XXXVII Jornadas de Automática, Madrid, 2016 |
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| , and , Probabilistic Techniques in Semantic Mapping for Mobile Robotics, University of Málaga, 2016 |
[URL] |
| , and , Probability and Common-Sense: Tandem Towards Robust Robotic Object Recognition in Ambient Assisted Living, Springer, Lecture Notes in Computer Science, volume 10070, 2016 |
[DOI] |
2015
| , and , Exploiting Semantic Knowledge for Robot Object Recognition (2015), in: Knowledge-Based Systems, 86(131--142) |
[DOI] |
| , and , Joint Categorization of Objects and Rooms for Mobile Robots, in: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2015 |
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| , and , OLT: A Toolkit for Object Labeling Applied to Robotic RGB-D Datasets, in: European Conference on Mobile Robots, Lincoln, UK, 2015 |
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| , and , Scene Object Recognition for Mobile Robots Through Semantic Knowledge and Probabilistic Graphical Models (2015), in: Expert Systems with Applications, 42:22(8805--8816) |
[DOI] |
| , and , UPGMpp: a Software Library for Contextual Object Recognition, in: 3rd. Workshop on Recognition and Action for Scene Understanding (REACTS), 2015 |
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2014
| , and , Mobile Robot Object Recognition through the Synergy of Probabilistic Graphical Models and Semantic Knowledge, in: European Conf. on Artificial Intelligence. Workshop on Cognitive Robotics, 2014 |
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2013
| , , and , Building and Exploiting Maps in a Telepresence Robotic Application, in: 10th International Conference on Informatics in Control, Automation and Robotics (ICINCO), Reykjavic, Iceland, 2013 |
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| , and , Experimental Study of the Performance of the Kinect Range Camera for Mobile Robotics, Universidad de Malaga, Andalucia Tech, Departamento de Ingenieria de Sistemas y Automatica, 2013 |
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| , and , Improving 2D Reactive Navigators with Kinect, in: 10th International Conference on Informatics in Control, Automation and Robotics (ICINCO), Reykjavic, Iceland, 2013 |
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2012
| , and , Technical Improvements of the Giraff Telepresence Robot Based on Users’ Evaluation, in: 2012 IEEE RO-MAN: The 21st IEEE International Symposium on Robot and Human Interactive Communication, 2012 |
[DOI] |
2011
| , and , Cámaras basadas en tiempo de vuelo. Uso en la mejora de métodos de detección de caras., in: XXXII Jornadas de Automática, Sevilla., 2011 |
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| , and , Improving Human Face Detection through TOF Cameras for Ambient Intelligence Applications, 2011 |
[DOI] |
| , , and , Navegación Reactiva de un Robot Móvil usando Kinect, in: Actas ROBOT 2011, 2011 |
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