Papers and Publications
2021
Martinez-Martin, Ester; Costa, Angelo
Assistive Technology for Elderly Care: An Overview Journal Article
In: IEEE Access, vol. 9, pp. 92420-92430, 2021.
Links | BibTeX | Tags: AI, assistive technology, elderly care, robotics
@article{martinezmartin2021b,
title = {Assistive Technology for Elderly Care: An Overview},
author = {Ester Martinez-Martin and Angelo Costa},
doi = {10.1109/ACCESS.2021.3092407},
year = {2021},
date = {2021-01-01},
journal = {IEEE Access},
volume = {9},
pages = {92420-92430},
keywords = {AI, assistive technology, elderly care, robotics},
pubstate = {published},
tppubtype = {article}
}
Mejia, Christian; Martinez-Martin, Ester; Cazorla, Miguel
Webpage Categorization using Deep Learning Proceedings Article
In: Proc. of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO), 2021.
BibTeX | Tags: AI, deep learning, text classification, webpage categorization
@inproceedings{SOCOChristian2021,
title = {Webpage Categorization using Deep Learning},
author = {Christian Mejia and Ester Martinez-Martin and Miguel Cazorla},
year = {2021},
date = {2021-01-01},
booktitle = {Proc. of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO)},
keywords = {AI, deep learning, text classification, webpage categorization},
pubstate = {published},
tppubtype = {inproceedings}
}
Bauer, Zuria; Li, Zuoyue; Orts-Escolano, Sergio; Cazorla, Miguel; Pollefeys, Marc; OSwald, Martin
NVS-MonoDepth: Improving Monocular Depth Prediction with Novel View Synthesis Proceedings Article
In: Proceedings of the International Conference on 3D Vision (3DV), 2021.
BibTeX | Tags: 3D vision, AI, deep learning, monocular depth, novel view synthesis
@inproceedings{3DVZuria2021,
title = {NVS-MonoDepth: Improving Monocular Depth Prediction with Novel View Synthesis},
author = {Zuria Bauer and Zuoyue Li and Sergio Orts-Escolano and Miguel Cazorla and Marc Pollefeys and Martin OSwald},
year = {2021},
date = {2021-01-01},
urldate = {2021-01-01},
booktitle = {Proceedings of the International Conference on 3D Vision (3DV)},
keywords = {3D vision, AI, deep learning, monocular depth, novel view synthesis},
pubstate = {published},
tppubtype = {inproceedings}
}
Alvarez, Enrique; Alvarez, Rafael; Cazorla, Miguel
Studying the Transferability of Non-Targeted Adversarial Attacks Proceedings Article
In: Proc. of International Joint Conference on Neural Networks (IJCNN), 2021.
BibTeX | Tags: adversarial attacks, AI, deep learning security, transferability
@inproceedings{IJCNNEnrique2021,
title = {Studying the Transferability of Non-Targeted Adversarial Attacks},
author = {Enrique Alvarez and Rafael Alvarez and Miguel Cazorla},
year = {2021},
date = {2021-01-01},
booktitle = {Proc. of International Joint Conference on Neural Networks (IJCNN)},
keywords = {adversarial attacks, AI, deep learning security, transferability},
pubstate = {published},
tppubtype = {inproceedings}
}
Gonzalez-Serrano, German; Lakatos, Kornel; Hoballah, Jawad; Fritz-klaus, Roberta; Al-johani, Lojain; Brooker, Jeff; Jeong, Sinyoung; Evans, Conor L.; Krauledat, Petra; Cramer, Daniel W; Hoffman, Robert A.; Hansen, W. Peter; Patankar, Manish S
Characterization of Cell-Bound CA125 on Immune Cell Subtypes of Ovarian Cancer Patients Using a Novel Imaging Platform Journal Article
In: Cancers, vol. 13, iss. 9, pp. 2072, 2021.
Links | BibTeX | Tags: AI, CA125, imaging platform, immune cells, ovarian cancer
@article{Gonzalez2021,
title = {Characterization of Cell-Bound CA125 on Immune Cell Subtypes of Ovarian Cancer Patients Using a Novel Imaging Platform},
author = {German Gonzalez-Serrano and Kornel Lakatos and Jawad Hoballah and Roberta Fritz-klaus and Lojain Al-johani and Jeff Brooker and Sinyoung Jeong and Conor L. Evans and Petra Krauledat and Daniel W Cramer and Robert A. Hoffman and W. Peter Hansen and Manish S Patankar},
doi = {https://doi. org/10.3390/cancers13092072},
year = {2021},
date = {2021-01-01},
journal = {Cancers},
volume = {13},
issue = {9},
pages = {2072},
keywords = {AI, CA125, imaging platform, immune cells, ovarian cancer},
pubstate = {published},
tppubtype = {article}
}
Peng, Fei; Jeong, Sinyoung; Gonzalez-Serrano, German; Marks, Haley; Ho, Alexander; Roussakis, Emmanuel; Krauledat, Petra B.; Hansen, Peter; Evans, Conor L.
Assessment of Glial Fibrillary Acidic Protein Binding to the Surface of Leukocytes with Dark-Field Imaging and Computational Analysis Journal Article
In: Advanced Functional Materials, vol. 2009229, pp. 1-9, 2021, ISSN: 16163028.
Abstract | Links | BibTeX | Tags: AI, dark-field imaging, GFAP, gold nanoparticles, TBI biomarker
@article{Peng2021,
title = {Assessment of Glial Fibrillary Acidic Protein Binding to the Surface of Leukocytes with Dark-Field Imaging and Computational Analysis},
author = {Fei Peng and Sinyoung Jeong and German Gonzalez-Serrano and Haley Marks and Alexander Ho and Emmanuel Roussakis and Petra B. Krauledat and Peter Hansen and Conor L. Evans},
doi = {10.1002/adfm.202009229},
issn = {16163028},
year = {2021},
date = {2021-01-01},
journal = {Advanced Functional Materials},
volume = {2009229},
pages = {1-9},
abstract = {...},
keywords = {AI, dark-field imaging, GFAP, gold nanoparticles, TBI biomarker},
pubstate = {published},
tppubtype = {article}
}
Martinez-Martin, Ester; Morillas-Espejo, Francisco
Deep Learning Techniques for Spanish Sign Language Interpretation Journal Article
In: Computational Intelligence and Neuroscience, vol. 2021, 2021.
Links | BibTeX | Tags: AI, deep learning, gesture interpretation, Spanish sign language
@article{martinez-martin2021a,
title = {Deep Learning Techniques for Spanish Sign Language Interpretation},
author = {Ester Martinez-Martin and Francisco Morillas-Espejo},
doi = {https://doi.org/10.1155/2021/5532580},
year = {2021},
date = {2021-01-01},
journal = {Computational Intelligence and Neuroscience},
volume = {2021},
keywords = {AI, deep learning, gesture interpretation, Spanish sign language},
pubstate = {published},
tppubtype = {article}
}
Martinez-Martin, Ester; Pobil, Angel P.
Robot Vision for Manipulation: A Trip to Real-World Applications Journal Article
In: IEEE Access, vol. 9, pp. 3471-3481, 2021.
Links | BibTeX | Tags: AI, manipulation, real-world applications, robot vision
@article{martinezmartin2021c,
title = {Robot Vision for Manipulation: A Trip to Real-World Applications},
author = {Ester Martinez-Martin and Angel P. Pobil},
doi = {10.1109/ACCESS.2020.3048053},
year = {2021},
date = {2021-01-01},
journal = {IEEE Access},
volume = {9},
pages = {3471-3481},
keywords = {AI, manipulation, real-world applications, robot vision},
pubstate = {published},
tppubtype = {article}
}
Martinez-Martin, Ester; Ferrer, Eric; Vasilev, Ilia; Pobil, Angel P.
The UJI Aerial Librarian Robot: A Quadcopter for Visual Library Inventory and Book Localisation Journal Article
In: Sensors, vol. 21, no. 4, 2021, ISSN: 1424-8220.
Links | BibTeX | Tags: aerial robot, AI, book localization, library inventory, quadcopter
@article{martinezmartin2021d,
title = {The UJI Aerial Librarian Robot: A Quadcopter for Visual Library Inventory and Book Localisation},
author = {Ester Martinez-Martin and Eric Ferrer and Ilia Vasilev and Angel P. Pobil},
doi = {10.3390/s21041079},
issn = {1424-8220},
year = {2021},
date = {2021-01-01},
journal = {Sensors},
volume = {21},
number = {4},
keywords = {aerial robot, AI, book localization, library inventory, quadcopter},
pubstate = {published},
tppubtype = {article}
}
Martinez-Martin, Ester; Ferrer, Eric; Vasilev, Ilia; Pobil, Angel P.
An Autonomous Drone for Image-Based Inspection of Bookshelves Proceedings Article
In: 29th European Signal Processing Conference – EUSIPCO 2021, 2021.
BibTeX | Tags: AI, autonomous drone, image-based inspection, library inventory
@inproceedings{martinezmartin2021e,
title = {An Autonomous Drone for Image-Based Inspection of Bookshelves},
author = {Ester Martinez-Martin and Eric Ferrer and Ilia Vasilev and Angel P. Pobil},
year = {2021},
date = {2021-01-01},
booktitle = {29th European Signal Processing Conference - EUSIPCO 2021},
keywords = {AI, autonomous drone, image-based inspection, library inventory},
pubstate = {published},
tppubtype = {inproceedings}
}
Caldwell, Eldon; Cazorla, Miguel; Plaza, Jose Maria Canyas
Designing a Cyber-physical Robotic Platform to assist Speech-Language Pathologists Journal Article
In: Assistive Technologies, vol. Aceptado, 2021.
BibTeX | Tags: AI, cyber-physical system, robotic platform, speech-language pathology
@article{Eldon2021,
title = {Designing a Cyber-physical Robotic Platform to assist Speech-Language Pathologists},
author = {Eldon Caldwell and Miguel Cazorla and Jose Maria Canyas Plaza},
year = {2021},
date = {2021-01-01},
journal = {Assistive Technologies},
volume = {Aceptado},
keywords = {AI, cyber-physical system, robotic platform, speech-language pathology},
pubstate = {published},
tppubtype = {article}
}
Gomez-Donoso, Francisco; Escalona, Felix; Nasri, Nadia; Cazorla, Miguel
A Hand Motor Skills Rehabilitation for the Injured Implemented on a Social Robot Journal Article
In: Applied Sciences, vol. 11, no. 7, 2021.
BibTeX | Tags: AI, assistive robotics, hand motor skills, rehabilitation, social robot
@article{Donoso2021b,
title = {A Hand Motor Skills Rehabilitation for the Injured Implemented on a Social Robot},
author = {Francisco Gomez-Donoso and Felix Escalona and Nadia Nasri and Miguel Cazorla},
year = {2021},
date = {2021-01-01},
journal = {Applied Sciences},
volume = {11},
number = {7},
keywords = {AI, assistive robotics, hand motor skills, rehabilitation, social robot},
pubstate = {published},
tppubtype = {article}
}
Gomez-Donoso, Francisco; Escalona, Felix; Perez-Esteve, F.; Cazorla, Miguel
Accurate Multilevel Classification for Wildlife Images Journal Article
In: Computational Intelligence and Neuroscience, vol. 2021, 2021.
BibTeX | Tags: AI, deep learning, multilevel, wildlife classification
@article{Donoso2021a,
title = {Accurate Multilevel Classification for Wildlife Images},
author = {Francisco Gomez-Donoso and Felix Escalona and F. Perez-Esteve and Miguel Cazorla},
year = {2021},
date = {2021-01-01},
journal = {Computational Intelligence and Neuroscience},
volume = {2021},
keywords = {AI, deep learning, multilevel, wildlife classification},
pubstate = {published},
tppubtype = {article}
}
2020
Rizo-Maestre, Carlos; Echarri-Iribarren, Víctor
Radon Gas in the City of Alicante. High Risk of Low Indoor Air Quality in Poorly Ventilated Buildings Journal Article
In: International Journal of Environmental Research and Public Health, vol. 17, no. 23, pp. 8762, 2020, ISSN: 1660-4601.
@article{Rizo_Maestre_2020,
title = {Radon Gas in the City of Alicante. High Risk of Low Indoor Air Quality in Poorly Ventilated Buildings},
author = {Carlos Rizo-Maestre and Víctor Echarri-Iribarren},
url = {http://dx.doi.org/10.3390/ijerph17238762},
doi = {10.3390/ijerph17238762},
issn = {1660-4601},
year = {2020},
date = {2020-11-01},
journal = {International Journal of Environmental Research and Public Health},
volume = {17},
number = {23},
pages = {8762},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Echarri-Iribarren, Víctor; Rizo-Maestre, Carlos
Gloss, Light Reflection and Iridescence in Ceramic Tile Enamels Containing ZrO2 and ZnO Journal Article
In: Coatings, vol. 10, no. 9, pp. 854, 2020, ISSN: 2079-6412.
@article{Echarri_Iribarren_2020,
title = {Gloss, Light Reflection and Iridescence in Ceramic Tile Enamels Containing ZrO2 and ZnO},
author = {Víctor Echarri-Iribarren and Carlos Rizo-Maestre},
url = {http://dx.doi.org/10.3390/coatings10090854},
doi = {10.3390/coatings10090854},
issn = {2079-6412},
year = {2020},
date = {2020-09-01},
journal = {Coatings},
volume = {10},
number = {9},
pages = {854},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Sempere-Tortosa, Mireia; Fernández-Carrasco, Francisco; Mora-Lizán, Francisco; Rizo-Maestre, Carlos
Objective Analysis of Movement in Subjects with ADHD. Multidisciplinary Control Tool for Students in the Classroom Journal Article
In: International Journal of Environmental Research and Public Health, vol. 17, no. 15, pp. 5620, 2020, ISSN: 1660-4601.
@article{Sempere_Tortosa_2020,
title = {Objective Analysis of Movement in Subjects with ADHD. Multidisciplinary Control Tool for Students in the Classroom},
author = {Mireia Sempere-Tortosa and Francisco Fernández-Carrasco and Francisco Mora-Lizán and Carlos Rizo-Maestre},
url = {http://dx.doi.org/10.3390/ijerph17155620},
doi = {10.3390/ijerph17155620},
issn = {1660-4601},
year = {2020},
date = {2020-08-01},
journal = {International Journal of Environmental Research and Public Health},
volume = {17},
number = {15},
pages = {5620},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Rizo-Maestre, Carlos; González-Avilés, Ángel; Galiano-Garrigós, Antonio; Andújar-Montoya, María Dolores; Puchol-García, Juan Antonio
In: Remote Sensing, vol. 12, no. 14, pp. 2329, 2020, ISSN: 2072-4292.
@article{Rizo_Maestre_2020b,
title = {UAV + BIM: Incorporation of Photogrammetric Techniques in Architectural Projects with Building Information Modeling Versus Classical Work Processes},
author = {Carlos Rizo-Maestre and Ángel González-Avilés and Antonio Galiano-Garrigós and María Dolores Andújar-Montoya and Juan Antonio Puchol-García},
url = {http://dx.doi.org/10.3390/rs12142329},
doi = {10.3390/rs12142329},
issn = {2072-4292},
year = {2020},
date = {2020-07-01},
journal = {Remote Sensing},
volume = {12},
number = {14},
pages = {2329},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Andújar-Montoya, María Dolores; Galiano-Garrigós, Antonio; Echarri-Iribarren, Víctor; Rizo-Maestre, Carlos
BIM-LEAN as a Methodology to Save Execution Costs in Building Construction—An Experience under the Spanish Framework Journal Article
In: Applied Sciences, vol. 10, no. 6, pp. 1913, 2020, ISSN: 2076-3417.
@article{And_jar_Montoya_2020,
title = {BIM-LEAN as a Methodology to Save Execution Costs in Building Construction—An Experience under the Spanish Framework},
author = {María Dolores Andújar-Montoya and Antonio Galiano-Garrigós and Víctor Echarri-Iribarren and Carlos Rizo-Maestre},
url = {http://dx.doi.org/10.3390/app10061913},
doi = {10.3390/app10061913},
issn = {2076-3417},
year = {2020},
date = {2020-03-01},
journal = {Applied Sciences},
volume = {10},
number = {6},
pages = {1913},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Cruz, Edmanuel; Rangel, Jose Carlos; Gomez-Donoso, Francisco; Cazorla, Miguel
How to add new knowledge to already trained deep learning models applied to semantic localization Journal Article
In: Applied Intelligence, vol. 50, no. 1, pp. 14-28, 2020.
BibTeX | Tags: AI, deep learning, semantic localization, transfer learning
@article{Cruz2020AI,
title = {How to add new knowledge to already trained deep learning models applied to semantic localization},
author = {Edmanuel Cruz and Jose Carlos Rangel and Francisco Gomez-Donoso and Miguel Cazorla},
year = {2020},
date = {2020-01-01},
journal = {Applied Intelligence},
volume = {50},
number = {1},
pages = {14-28},
keywords = {AI, deep learning, semantic localization, transfer learning},
pubstate = {published},
tppubtype = {article}
}
Gomez-Donoso, Francisco; Escalona, Felix; Banyuls, Alejandro; Abellan, Daniel; Cazorla, Miguel
Monocular 3D Hand Pose Estimation for Teleoperating Low-cost Actuators Proceedings Article
In: The 21st International Workshop de Agentes Fisicos (WAF), 2020.
BibTeX | Tags: 3D hand pose, AI, deep learning, low-cost actuators, teleoperation
@inproceedings{Cruz2018c,
title = {Monocular 3D Hand Pose Estimation for Teleoperating Low-cost Actuators},
author = {Francisco Gomez-Donoso and Felix Escalona and Alejandro Banyuls and Daniel Abellan and Miguel Cazorla},
year = {2020},
date = {2020-01-01},
booktitle = {The 21st International Workshop de Agentes Fisicos (WAF)},
keywords = {3D hand pose, AI, deep learning, low-cost actuators, teleoperation},
pubstate = {published},
tppubtype = {inproceedings}
}
Domenech, J. F.; Escalona, Felix; Gomez-Donoso, Francisco; Cazorla, Miguel
A Voxelized Fractal Descriptor for 3D Object Recognition Journal Article
In: IEEE Access, vol. 8, pp. 161958-161968, 2020.
BibTeX | Tags: 3D object recognition, AI, fractal geometry, voxelized fractal descriptor
@article{Domenech2020,
title = {A Voxelized Fractal Descriptor for 3D Object Recognition},
author = {J. F. Domenech and Felix Escalona and Francisco Gomez-Donoso and Miguel Cazorla},
year = {2020},
date = {2020-01-01},
journal = {IEEE Access},
volume = {8},
pages = {161958-161968},
keywords = {3D object recognition, AI, fractal geometry, voxelized fractal descriptor},
pubstate = {published},
tppubtype = {article}
}
Nasri, Nadia; Orts-Escolano, Sergio; Cazorla, Miguel
A sEMG-controlled 3D game for rehabilitation therapies: real-time hand gesture recognition using deep learning techniques Journal Article
In: Sensors, vol. 20, no. 22, 2020.
BibTeX | Tags: AI, deep learning, hand gesture recognition, rehabilitation game, sEMG
@article{Nadia2020,
title = {A sEMG-controlled 3D game for rehabilitation therapies: real-time hand gesture recognition using deep learning techniques},
author = {Nadia Nasri and Sergio Orts-Escolano and Miguel Cazorla},
year = {2020},
date = {2020-01-01},
journal = {Sensors},
volume = {20},
number = {22},
keywords = {AI, deep learning, hand gesture recognition, rehabilitation game, sEMG},
pubstate = {published},
tppubtype = {article}
}
Martinez-Martin, Ester; Cazorla, Miguel; Orts-Escolano, Sergio
Machine learning techniques for assistive robotics Journal Article
In: Electronics, vol. 9, no. 5, pp. 821, 2020.
BibTeX | Tags: AI, assistive robotics, deep learning, healthcare, machine learning
@article{martinez2020machine,
title = {Machine learning techniques for assistive robotics},
author = {Ester Martinez-Martin and Miguel Cazorla and Sergio Orts-Escolano},
year = {2020},
date = {2020-01-01},
journal = {Electronics},
volume = {9},
number = {5},
pages = {821},
publisher = {MDPI},
keywords = {AI, assistive robotics, deep learning, healthcare, machine learning},
pubstate = {published},
tppubtype = {article}
}
Gomez-Donoso, Francisco; Escalona, Felix; Cazorla, Miguel
Par3dnet: Using 3dcnns for object recognition on tridimensional partial views Journal Article
In: Applied Sciences, vol. 10, no. 10, pp. 3409, 2020.
BibTeX | Tags: 3D CNNs, AI, object recognition, partial views
@article{gomez2020par3dnet,
title = {Par3dnet: Using 3dcnns for object recognition on tridimensional partial views},
author = {Francisco Gomez-Donoso and Felix Escalona and Miguel Cazorla},
year = {2020},
date = {2020-01-01},
journal = {Applied Sciences},
volume = {10},
number = {10},
pages = {3409},
publisher = {MDPI},
keywords = {3D CNNs, AI, object recognition, partial views},
pubstate = {published},
tppubtype = {article}
}
Zhou, Wei; Cruz, Edmanuel; Worrall, Stewart; Gomez-Donoso, Francisco; Cazorla, Miguel; Nebot, Eduardo
Weakly-supervised Road Condition Classification Using Automatically Generated Labels Proceedings Article
In: Proc. of The 23rd IEEE International Conference on Intelligent Transportation Systems (ITSC), 2020.
BibTeX | Tags: AI, automatically generated labels, deep learning, road condition classification, weakly-supervised learning
@inproceedings{ITSC2020,
title = {Weakly-supervised Road Condition Classification Using Automatically Generated Labels},
author = {Wei Zhou and Edmanuel Cruz and Stewart Worrall and Francisco Gomez-Donoso and Miguel Cazorla and Eduardo Nebot},
year = {2020},
date = {2020-01-01},
booktitle = {Proc. of The 23rd IEEE International Conference on Intelligent Transportation Systems (ITSC)},
keywords = {AI, automatically generated labels, deep learning, road condition classification, weakly-supervised learning},
pubstate = {published},
tppubtype = {inproceedings}
}
Cano-Espinosa, Carlos; Cazorla, Miguel; Gonzalez-Serrano, German
Computer aided detection of pulmonary embolism using multi-slice multi-axial segmentation Journal Article
In: Applied Sciences, vol. 10, no. 8, pp. 2945, 2020.
BibTeX | Tags: AI, computer-aided detection, deep learning, multi-axial segmentation, pulmonary embolism
@article{cano2020computer,
title = {Computer aided detection of pulmonary embolism using multi-slice multi-axial segmentation},
author = {Carlos Cano-Espinosa and Miguel Cazorla and German Gonzalez-Serrano},
year = {2020},
date = {2020-01-01},
journal = {Applied Sciences},
volume = {10},
number = {8},
pages = {2945},
publisher = {MDPI},
keywords = {AI, computer-aided detection, deep learning, multi-axial segmentation, pulmonary embolism},
pubstate = {published},
tppubtype = {article}
}
Martin-Rico, Francisco; Gomez-Donoso, Francisco; Escalona, Felix; Garcia-Rodriguez, Jose; Cazorla, Miguel
Semantic visual recognition in a cognitive architecture for social robots Journal Article
In: Integrated Computer-Aided Engineering, vol. 27, no. 3, pp. 301-316, 2020.
BibTeX | Tags: AI, cognitive architecture, deep learning, semantic visual recognition, social robots
@article{martin2020semantic,
title = {Semantic visual recognition in a cognitive architecture for social robots},
author = {Francisco Martin-Rico and Francisco Gomez-Donoso and Felix Escalona and Jose Garcia-Rodriguez and Miguel Cazorla},
year = {2020},
date = {2020-01-01},
journal = {Integrated Computer-Aided Engineering},
volume = {27},
number = {3},
pages = {301-316},
publisher = {SAGE Publications Sage UK: London, England},
keywords = {AI, cognitive architecture, deep learning, semantic visual recognition, social robots},
pubstate = {published},
tppubtype = {article}
}
Gomez-Donoso, Francisco; Cruz, Edmanuel; Cazorla, Miguel; Worrall, Stewart; Nebot, Eduardo
Using a 3D CNN for Rejecting False Positives on Pedestrian Detection Proceedings Article
In: Proc. of International Joint Conference on Neural Networks (IJCNN), 2020.
BibTeX | Tags: 3D CNN, AI, deep learning, false positive rejection, pedestrian detection
@inproceedings{IJCNNFran2020,
title = {Using a 3D CNN for Rejecting False Positives on Pedestrian Detection},
author = {Francisco Gomez-Donoso and Edmanuel Cruz and Miguel Cazorla and Stewart Worrall and Eduardo Nebot},
year = {2020},
date = {2020-01-01},
booktitle = {Proc. of International Joint Conference on Neural Networks (IJCNN)},
keywords = {3D CNN, AI, deep learning, false positive rejection, pedestrian detection},
pubstate = {published},
tppubtype = {inproceedings}
}
Escalona, Felix; Viejo, Diego; Fisher, Robert; Cazorla, Miguel
NurbsNet: A Nurbs approach for 3d object recognition Proceedings Article
In: Proc. of International Joint Conference on Neural Networks (IJCNN), 2020.
BibTeX | Tags: 3D object recognition, AI, deep learning, Nurbs, surface modeling
@inproceedings{IJCNNFelix2020,
title = {NurbsNet: A Nurbs approach for 3d object recognition},
author = {Felix Escalona and Diego Viejo and Robert Fisher and Miguel Cazorla},
year = {2020},
date = {2020-01-01},
booktitle = {Proc. of International Joint Conference on Neural Networks (IJCNN)},
keywords = {3D object recognition, AI, deep learning, Nurbs, surface modeling},
pubstate = {published},
tppubtype = {inproceedings}
}
Martinez-Martin, Ester; Escalona, Felix; Cazorla, Miguel
Socially assistive robots for older adults and people with autism: An overview Journal Article
In: Electronics, vol. 9, no. 2, pp. 367, 2020.
BibTeX | Tags: AI, autism, elderly, socially assistive robots
@article{martinez2020socially,
title = {Socially assistive robots for older adults and people with autism: An overview},
author = {Ester Martinez-Martin and Felix Escalona and Miguel Cazorla},
year = {2020},
date = {2020-01-01},
journal = {Electronics},
volume = {9},
number = {2},
pages = {367},
publisher = {MDPI},
keywords = {AI, autism, elderly, socially assistive robots},
pubstate = {published},
tppubtype = {article}
}
Cano-Espinosa, Carlos; Gonzalez-Serrano, German; Washko, George R.; Cazorla, Miguel; Estepar, Raul San Jose
Biomarker Localization from Deep Learning Regression Networks Journal Article
In: IEEE Transactions on Medical Imaging, vol. 39, no. 6, pp. 2121-2132, 2020.
BibTeX | Tags: AI, biomarker localization, deep learning, medical imaging
@article{Espinosa20,
title = {Biomarker Localization from Deep Learning Regression Networks},
author = {Carlos Cano-Espinosa and German Gonzalez-Serrano and George R. Washko and Miguel Cazorla and Raul San Jose Estepar},
year = {2020},
date = {2020-01-01},
journal = {IEEE Transactions on Medical Imaging},
volume = {39},
number = {6},
pages = {2121-2132},
keywords = {AI, biomarker localization, deep learning, medical imaging},
pubstate = {published},
tppubtype = {article}
}
Garcia-Rodriguez, Jose; Gomez-Donoso, Francisco; Garcia-Garcia, Alberto; Cazorla, Miguel; Orts-Escolano, Sergio; Oprea,; Bauer, Zuria; Castro-Vargas, John; Martinez-Gonzalez, Pablo; Ivorra-Piqueres, David; Escalona, Felix; Aguirre, Eugenio; Garcia-silviente, Miguel; Garcia-Perez, Marcelo; Canyas, Jose M; Martin-Rico, Francisco; Gines, Jonathan; Rivas-Montero, Francisco
COMBAHO: A Deep Learning system for Integrating Brain Injury Patients in society Journal Article
In: Pattern Recognition Letters, vol. 137, pp. 80-90, 2020.
BibTeX | Tags: AI, assistive technology, brain injury, deep learning, social integration
@article{combaho2019,
title = {COMBAHO: A Deep Learning system for Integrating Brain Injury Patients in society},
author = {Jose Garcia-Rodriguez and Francisco Gomez-Donoso and Alberto Garcia-Garcia and Miguel Cazorla and Sergio Orts-Escolano and Oprea and Zuria Bauer and John Castro-Vargas and Pablo Martinez-Gonzalez and David Ivorra-Piqueres and Felix Escalona and Eugenio Aguirre and Miguel Garcia-silviente and Marcelo Garcia-Perez and Jose M Canyas and Francisco Martin-Rico and Jonathan Gines and Francisco Rivas-Montero},
year = {2020},
date = {2020-01-01},
urldate = {2020-01-01},
journal = {Pattern Recognition Letters},
volume = {137},
pages = {80-90},
keywords = {AI, assistive technology, brain injury, deep learning, social integration},
pubstate = {published},
tppubtype = {article}
}
Bauer, Zuria; Dominguez, Alejandro; Cruz, Edmanuel; Gomez-Donoso, Francisco; Orts-Escolano, Sergio; Cazorla, Miguel
Enhancing Perception for the Visually Impaired with Deep Learning Techniques and Low-cost Wearable Sensors Journal Article
In: Pattern Recognition Letters, vol. 137, pp. 27-36, 2020.
BibTeX | Tags: AI, deep learning, enhanced perception, visually impaired, wearable sensors
@article{rompetechos2019,
title = {Enhancing Perception for the Visually Impaired with Deep Learning Techniques and Low-cost Wearable Sensors},
author = {Zuria Bauer and Alejandro Dominguez and Edmanuel Cruz and Francisco Gomez-Donoso and Sergio Orts-Escolano and Miguel Cazorla},
year = {2020},
date = {2020-01-01},
journal = {Pattern Recognition Letters},
volume = {137},
pages = {27-36},
keywords = {AI, deep learning, enhanced perception, visually impaired, wearable sensors},
pubstate = {published},
tppubtype = {article}
}
Escalona, Felix; Martinez-Martin, Ester; Cruz, Edmanuel; Cazorla, Miguel; Gomez-Donoso, Francisco
EVA: EVAluating at-home rehabilitation exercises using augmented reality and low-cost sensors Journal Article
In: Virtual Reality, vol. 24, pp. 567-581, 2020, ISSN: 1434-9957.
Abstract | Links | BibTeX | Tags: AI, at-home rehabilitation, augmented reality, EVA platform, low-cost sensors
@article{Escalona2019,
title = {EVA: EVAluating at-home rehabilitation exercises using augmented reality and low-cost sensors},
author = {Felix Escalona and Ester Martinez-Martin and Edmanuel Cruz and Miguel Cazorla and Francisco Gomez-Donoso},
doi = {10.1007/s10055-019-00419-4},
issn = {1434-9957},
year = {2020},
date = {2020-01-01},
journal = {Virtual Reality},
volume = {24},
pages = {567-581},
abstract = {...},
keywords = {AI, at-home rehabilitation, augmented reality, EVA platform, low-cost sensors},
pubstate = {published},
tppubtype = {article}
}
Jeong, Sinyoung; Gonzalez-Serrano, German; Ho, Alexander; Nowell, Nicholas; Austin, Lauren A.; Hoballah, Jawad; Mubarak, Fatima; Kapur, Arvinder; Patankar, Manish S.; Cramer, Daniel W.; Krauledat, Petra; Hansen, W. Peter; Evans, Conor L.
Plasmonic Nanoparticle-Based Digital Cytometry to Quantify MUC16 Binding on the Surface of Leukocytes in Ovarian Cancer Journal Article
In: ACS Sensors, vol. 5, iss. 9, pp. 2772-2782, 2020, ISSN: 23793694.
Abstract | Links | BibTeX | Tags: AI, dark-field microscopy, digital cytometry, MUC16/CA125, ovarian cancer
@article{Jeong2020,
title = {Plasmonic Nanoparticle-Based Digital Cytometry to Quantify MUC16 Binding on the Surface of Leukocytes in Ovarian Cancer},
author = {Sinyoung Jeong and German Gonzalez-Serrano and Alexander Ho and Nicholas Nowell and Lauren A. Austin and Jawad Hoballah and Fatima Mubarak and Arvinder Kapur and Manish S. Patankar and Daniel W. Cramer and Petra Krauledat and W. Peter Hansen and Conor L. Evans},
doi = {10.1021/acssensors.0c00567},
issn = {23793694},
year = {2020},
date = {2020-01-01},
journal = {ACS Sensors},
volume = {5},
issue = {9},
pages = {2772-2782},
abstract = {...},
keywords = {AI, dark-field microscopy, digital cytometry, MUC16/CA125, ovarian cancer},
pubstate = {published},
tppubtype = {article}
}
2019
Pujol, Francisco A.; Pujol, María José; Rizo-Maestre, Carlos; Pujol, Mar
Entropy-Based Face Recognition and Spoof Detection for Security Applications Journal Article
In: Sustainability, vol. 12, no. 1, pp. 85, 2019, ISSN: 2071-1050.
@article{Pujol_2019,
title = {Entropy-Based Face Recognition and Spoof Detection for Security Applications},
author = {Francisco A. Pujol and María José Pujol and Carlos Rizo-Maestre and Mar Pujol},
url = {http://dx.doi.org/10.3390/su12010085},
doi = {10.3390/su12010085},
issn = {2071-1050},
year = {2019},
date = {2019-12-01},
journal = {Sustainability},
volume = {12},
number = {1},
pages = {85},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Torres-Camara, Jose Miguel; Escalona, Felix; Gomez-Donoso, Francisco; Cazorla, Miguel
Map slammer: Densifying scattered KSLAM 3D Maps with Estimated Depth Proceedings Article
In: Proc. of the ROBOT’2019: Fourth Iberian Robotics Conference, 2019.
BibTeX | Tags: AI, depth estimation, map densification, SLAM
@inproceedings{robot2019b,
title = {Map slammer: Densifying scattered KSLAM 3D Maps with Estimated Depth},
author = {Jose Miguel Torres-Camara and Felix Escalona and Francisco Gomez-Donoso and Miguel Cazorla},
year = {2019},
date = {2019-11-01},
booktitle = {Proc. of the ROBOT'2019: Fourth Iberian Robotics Conference},
keywords = {AI, depth estimation, map densification, SLAM},
pubstate = {published},
tppubtype = {inproceedings}
}
Azuar, David; Gallud, Guillermo; Escalona, Felix; Gomez-Donoso, Francisco; Cazorla, Miguel
A story-telling social Robot with Emotion Recognition Capabilities for the Intellectually Challenged Proceedings Article
In: Proc. of the ROBOT’2019: Fourth Iberian Robotics Conference, 2019.
BibTeX | Tags: AI, emotion recognition, intellectual disabilities, social robot, story-telling
@inproceedings{robot2019,
title = {A story-telling social Robot with Emotion Recognition Capabilities for the Intellectually Challenged},
author = {David Azuar and Guillermo Gallud and Felix Escalona and Francisco Gomez-Donoso and Miguel Cazorla},
year = {2019},
date = {2019-11-01},
booktitle = {Proc. of the ROBOT'2019: Fourth Iberian Robotics Conference},
keywords = {AI, emotion recognition, intellectual disabilities, social robot, story-telling},
pubstate = {published},
tppubtype = {inproceedings}
}
Rizo-Maestre, Carlos; Echarri-Iribarren, Víctor; Galiano-Garrigós, Antonio
Ventilation as an Indispensable Tool for Healthy Constructions: Comparison of Alicante’s Urban Railway Tunnels Journal Article
In: Sustainability, vol. 11, no. 22, pp. 6205, 2019, ISSN: 2071-1050.
@article{Rizo_Maestre_2019,
title = {Ventilation as an Indispensable Tool for Healthy Constructions: Comparison of Alicante’s Urban Railway Tunnels},
author = {Carlos Rizo-Maestre and Víctor Echarri-Iribarren and Antonio Galiano-Garrigós},
url = {http://dx.doi.org/10.3390/su11226205},
doi = {10.3390/su11226205},
issn = {2071-1050},
year = {2019},
date = {2019-11-01},
journal = {Sustainability},
volume = {11},
number = {22},
pages = {6205},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Galiano-Garrigós, Antonio; González-Avilés, Ángel; Rizo-Maestre, Carlos; Andújar-Montoya, MªDolores
Energy Efficiency and Economic Viability as Decision Factors in the Rehabilitation of Historic Buildings Journal Article
In: Sustainability, vol. 11, no. 18, pp. 4946, 2019, ISSN: 2071-1050.
@article{Galiano_Garrig_s_2019,
title = {Energy Efficiency and Economic Viability as Decision Factors in the Rehabilitation of Historic Buildings},
author = {Antonio Galiano-Garrigós and Ángel González-Avilés and Carlos Rizo-Maestre and MªDolores Andújar-Montoya},
url = {http://dx.doi.org/10.3390/su11184946},
doi = {10.3390/su11184946},
issn = {2071-1050},
year = {2019},
date = {2019-09-01},
journal = {Sustainability},
volume = {11},
number = {18},
pages = {4946},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Rizo-Maestre, Carlos; Echarri-Iribarren, Víctor; Prado-Govea, Raúl; Pujol-López, Francisco
In: Sustainability, vol. 11, no. 17, pp. 4692, 2019, ISSN: 2071-1050.
@article{Rizo_Maestre_2019b,
title = {Radon Gas as an Indicator for Air Quality Control in Buried Industrial Architecture: Rehabilitation of the Old Británica Warehouses in Alicante for a Tourist Site},
author = {Carlos Rizo-Maestre and Víctor Echarri-Iribarren and Raúl Prado-Govea and Francisco Pujol-López},
url = {http://dx.doi.org/10.3390/su11174692},
doi = {10.3390/su11174692},
issn = {2071-1050},
year = {2019},
date = {2019-08-01},
journal = {Sustainability},
volume = {11},
number = {17},
pages = {4692},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Galiano-Garrigós, Antonio; García-Figueroa, Alicia; Rizo-Maestre, Carlos; González-Avilés, Ángel
Evaluation of BIM energy performance and CO2 emissions assessment tools: a case study in warm weather Journal Article
In: Building Research & Information, vol. 47, no. 7, pp. 787–812, 2019, ISSN: 1466-4321.
@article{Galiano_Garrig_s_2019b,
title = {Evaluation of BIM energy performance and CO2 emissions assessment tools: a case study in warm weather},
author = {Antonio Galiano-Garrigós and Alicia García-Figueroa and Carlos Rizo-Maestre and Ángel González-Avilés},
url = {http://dx.doi.org/10.1080/09613218.2019.1620093},
doi = {10.1080/09613218.2019.1620093},
issn = {1466-4321},
year = {2019},
date = {2019-06-01},
journal = {Building Research & Information},
volume = {47},
number = {7},
pages = {787–812},
publisher = {Informa UK Limited},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Echarri-Iribarren, Víctor; Rizo-Maestre, Carlos; Sanjuan-Palermo, José Luis
In: Applied Sciences, vol. 9, no. 10, pp. 2089, 2019, ISSN: 2076-3417.
@article{Echarri_Iribarren_2019,
title = {Underfloor Heating Using Ceramic Thermal Panels and Solar Thermal Panels in Public Buildings in the Mediterranean: Energy Savings and Healthy Indoor Environment},
author = {Víctor Echarri-Iribarren and Carlos Rizo-Maestre and José Luis Sanjuan-Palermo},
url = {http://dx.doi.org/10.3390/app9102089},
doi = {10.3390/app9102089},
issn = {2076-3417},
year = {2019},
date = {2019-05-01},
journal = {Applied Sciences},
volume = {9},
number = {10},
pages = {2089},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Espinosa, Carlos Cano; Gonzalez-Serrano, German; Washko, George R.; Cazorla, Miguel; Estepar, Raul San Jose
Localizing Image-Based Biomarker Regression without Training Masks: A New Approach to Biomarker Discovery Proceedings Article
In: Proc. of IEEE 16th International symposium on Biomedical Imaging (isbi), 2019, ISSN: 19458452.
Links | BibTeX | Tags: AI, biomarker regression, deep learning, medical imaging
@inproceedings{isbiCano2019,
title = {Localizing Image-Based Biomarker Regression without Training Masks: A New Approach to Biomarker Discovery},
author = {Carlos Cano Espinosa and German Gonzalez-Serrano and George R. Washko and Miguel Cazorla and Raul San Jose Estepar},
doi = {10.1109/ISBI.2019.8759474},
issn = {19458452},
year = {2019},
date = {2019-01-01},
booktitle = {Proc. of IEEE 16th International symposium on Biomedical Imaging (isbi)},
keywords = {AI, biomarker regression, deep learning, medical imaging},
pubstate = {published},
tppubtype = {inproceedings}
}
Nasri, Nadia; Orts-Escolano, Sergio; Gomez-Donoso, Francisco; Cazorla, Miguel
INFERRING sTATIC HAND POsEs FROM A LOW-COsT NON-INTRUsIVE sEMG sENsOR Journal Article
In: sensors, vol. 2019, 2019.
BibTeX | Tags: AI, gesture recognition, hand posee stimation, sEMG sensor
@article{Nadia2019sensors,
title = {INFERRING sTATIC HAND POsEs FROM A LOW-COsT NON-INTRUsIVE sEMG sENsOR},
author = {Nadia Nasri and Sergio Orts-Escolano and Francisco Gomez-Donoso and Miguel Cazorla},
year = {2019},
date = {2019-01-01},
urldate = {2019-01-01},
journal = {sensors},
volume = {2019},
keywords = {AI, gesture recognition, hand posee stimation, sEMG sensor},
pubstate = {published},
tppubtype = {article}
}
Gomez-Donoso, Francisco; Orts-Escolano, Sergio; Cazorla, Miguel
Large-scale Multiview 3D Hand Pose Dataset Journal Article
In: Image and Vision Computing, vol. 81, pp. 25-33, 2019.
BibTeX | Tags: 3D hand pose, AI, deep learning, large-scale, multiview dataset
@article{DonosoIMAVIs2018,
title = {Large-scale Multiview 3D Hand Pose Dataset},
author = {Francisco Gomez-Donoso and Sergio Orts-Escolano and Miguel Cazorla},
year = {2019},
date = {2019-01-01},
journal = {Image and Vision Computing},
volume = {81},
pages = {25-33},
keywords = {3D hand pose, AI, deep learning, large-scale, multiview dataset},
pubstate = {published},
tppubtype = {article}
}
Gomez-Donoso, Francisco; Orts-Escolano, Sergio; Cazorla, Miguel
Accurate and Efficient 3D Hand Pose Regression for Robot Hand Teleoperation using a Monocular RGB Camera Journal Article
In: Expert systems With Applications, vol. 136, pp. 327-337, 2019.
BibTeX | Tags: 3D hand pose regression, AI, efficiency, monocular RGB, robot teleoperation
@article{Donoso2019ESWA,
title = {Accurate and Efficient 3D Hand Pose Regression for Robot Hand Teleoperation using a Monocular RGB Camera},
author = {Francisco Gomez-Donoso and Sergio Orts-Escolano and Miguel Cazorla},
year = {2019},
date = {2019-01-01},
urldate = {2019-01-01},
journal = {Expert systems With Applications},
volume = {136},
pages = {327-337},
keywords = {3D hand pose regression, AI, efficiency, monocular RGB, robot teleoperation},
pubstate = {published},
tppubtype = {article}
}
Gomez-Donoso, Francisco; Escalona, Felix; Rivas, Francisco Miguel; Canyas, Jose Maria; Cazorla, Miguel
Enhancing the ambient assisted living capabilities with a mobile robot Journal Article
In: Computational intelligence and neuroscience, vol. 2019, 2019.
BibTeX | Tags: AI, ambient assisted living, assistive robotics, deep learning, mobile robot
@article{gomez2019enhancing,
title = {Enhancing the ambient assisted living capabilities with a mobile robot},
author = {Francisco Gomez-Donoso and Felix Escalona and Francisco Miguel Rivas and Jose Maria Canyas and Miguel Cazorla},
year = {2019},
date = {2019-01-01},
journal = {Computational intelligence and neuroscience},
volume = {2019},
publisher = {Hindawi},
keywords = {AI, ambient assisted living, assistive robotics, deep learning, mobile robot},
pubstate = {published},
tppubtype = {article}
}
Pardo, E.; Gonzalez-Serrano, German; Tucker-Schwartz, J. M.; Dave, S. R.; Malpica, N.
H-EM: An algorithm for simultaneous cell diameter and intensity quantification in lowresolution imaging cytometry Journal Article
In: PLoS ONE, vol. 14, iss. 9, 2019, ISSN: 19326203.
Abstract | Links | BibTeX | Tags: AI, cell diameter quantification, fluorescence, H-EM algorithm, low-magnification cytometry
@article{Pardo2019,
title = {H-EM: An algorithm for simultaneous cell diameter and intensity quantification in lowresolution imaging cytometry},
author = {E. Pardo and German Gonzalez-Serrano and J. M. Tucker-Schwartz and S. R. Dave and N. Malpica},
doi = {10.1371/journal.pone.0222265},
issn = {19326203},
year = {2019},
date = {2019-01-01},
journal = {PLoS ONE},
volume = {14},
issue = {9},
abstract = {...},
keywords = {AI, cell diameter quantification, fluorescence, H-EM algorithm, low-magnification cytometry},
pubstate = {published},
tppubtype = {article}
}
Martinez-Martin, Ester; Costa, Angelo; Cazorla, Miguel
PHAROS 2.0-A PHysical assistant RObot system improved Journal Article
In: Sensors, vol. 19, no. 20, pp. 4531, 2019.
BibTeX | Tags: AI, improvement, PHAROS system, physical assistant robot, robotics, sensors
@article{martinez2019pharos,
title = {PHAROS 2.0-A PHysical assistant RObot system improved},
author = {Ester Martinez-Martin and Angelo Costa and Miguel Cazorla},
year = {2019},
date = {2019-01-01},
journal = {Sensors},
volume = {19},
number = {20},
pages = {4531},
publisher = {MDPI},
keywords = {AI, improvement, PHAROS system, physical assistant robot, robotics, sensors},
pubstate = {published},
tppubtype = {article}
}