Papers and Publications
2023
Alvarez, Enrique; Sanchez, Rafael Alvarez; Cazorla, Miguel
Exploring Transferability on Adversarial Attacks Journal Article
In: IEEE Access, vol. Accepted, 2023.
BibTeX | Tags: adversarial attacks, AI, deep learning
@article{alvarez2023,
title = {Exploring Transferability on Adversarial Attacks},
author = {Enrique Alvarez and Rafael Alvarez Sanchez and Miguel Cazorla},
year = {2023},
date = {2023-01-01},
journal = {IEEE Access},
volume = {Accepted},
keywords = {adversarial attacks, AI, deep learning},
pubstate = {published},
tppubtype = {article}
}
Mendoza, Manuel Torres; Sanchez, Rafael Alvarez; Cazorla, Miguel
A Malware Detection Approach Based on Feature Engineering and Behavior Analysis Journal Article
In: IEEE Access, vol. Accepted, 2023.
BibTeX | Tags: AI, deep learning, security
@article{torres2023,
title = {A Malware Detection Approach Based on Feature Engineering and Behavior Analysis},
author = {Manuel Torres Mendoza and Rafael Alvarez Sanchez and Miguel Cazorla},
year = {2023},
date = {2023-01-01},
journal = {IEEE Access},
volume = {Accepted},
keywords = {AI, deep learning, security},
pubstate = {published},
tppubtype = {article}
}
Mejia-Escobar, Christian; Cazorla, Miguel; Martinez-Martin, Ester
Improving Facial Expression Recognition through Data Preparation & Merging Journal Article
In: IEEE Access, vol. Accepted, 2023.
BibTeX | Tags: AI, deep learning, emotion detection
@article{mejia2023,
title = {Improving Facial Expression Recognition through Data Preparation & Merging},
author = {Christian Mejia-Escobar and Miguel Cazorla and Ester Martinez-Martin},
year = {2023},
date = {2023-01-01},
journal = {IEEE Access},
volume = {Accepted},
keywords = {AI, deep learning, emotion detection},
pubstate = {published},
tppubtype = {article}
}
Escalona, Felix; Gomez-Donoso, Francisco; Morillas-Espejo, Francisco; Pina-Navarro, Monica; Marquez-Carpintero, Luis; Cazorla, Miguel
AATiENDe: Automatic ATtention Evaluation on a Non-invasive Device Proceedings Article
In: IWANN 2023, 2023.
BibTeX | Tags: AI, deep learning, Education, emotion detection
@inproceedings{EscalonaIWANN2023,
title = {AATiENDe: Automatic ATtention Evaluation on a Non-invasive Device},
author = {Felix Escalona and Francisco Gomez-Donoso and Francisco Morillas-Espejo and Monica Pina-Navarro and Luis Marquez-Carpintero and Miguel Cazorla},
year = {2023},
date = {2023-01-01},
booktitle = {IWANN 2023},
keywords = {AI, deep learning, Education, emotion detection},
pubstate = {published},
tppubtype = {inproceedings}
}
Martinez-Roig, Rosabel; Cazorla, Miguel; Faubel, Jose Maria Esteve
Social robotics in music education: a systematic review Journal Article
In: Frontiers in Education, vol. Accepted, 2023.
BibTeX | Tags: AI, music education, social robotics, teaching
@article{martinez2023,
title = {Social robotics in music education: a systematic review},
author = {Rosabel Martinez-Roig and Miguel Cazorla and Jose Maria Esteve Faubel},
year = {2023},
date = {2023-01-01},
journal = {Frontiers in Education},
volume = {Accepted},
keywords = {AI, music education, social robotics, teaching},
pubstate = {published},
tppubtype = {article}
}
Romero-Ramirez, Francisco; Munyoz-Salinas, Rafael; Marin, Manuel; Cazorla, Miguel; Medina-Carnicer, Rafael
sSLAM: Speeded Up visual SLAM mixing artificial markers and temporary keypoints Journal Article
In: Sensors, vol. Accepted, 2023.
BibTeX | Tags: AI, artificial markers, keypoints, real-time mapping, visual SLAM
@article{romero2023,
title = {sSLAM: Speeded Up visual SLAM mixing artificial markers and temporary keypoints},
author = {Francisco Romero-Ramirez and Rafael Munyoz-Salinas and Manuel Marin and Miguel Cazorla and Rafael Medina-Carnicer},
year = {2023},
date = {2023-01-01},
journal = {Sensors},
volume = {Accepted},
keywords = {AI, artificial markers, keypoints, real-time mapping, visual SLAM},
pubstate = {published},
tppubtype = {article}
}
Gomez-Donoso, Francisco; Castano, Julio; Escalona, Felix; Cazorla, Miguel
Three-Dimensional Reconstruction Using SFM for Actual Pedestrian Classification Journal Article
In: Expert Sytems with Applications, vol. 213, 2023.
BibTeX | Tags: 3D reconstruction, AI, computer vision, deep learning, pedestrian classification, structure from motion
@article{gomezDonoso2022c,
title = {Three-Dimensional Reconstruction Using SFM for Actual Pedestrian Classification},
author = {Francisco Gomez-Donoso and Julio Castano and Felix Escalona and Miguel Cazorla},
year = {2023},
date = {2023-01-01},
journal = {Expert Sytems with Applications},
volume = {213},
keywords = {3D reconstruction, AI, computer vision, deep learning, pedestrian classification, structure from motion},
pubstate = {published},
tppubtype = {article}
}
Mejia, Christian; Cazorla, Miguel; Martinez-Martin, Ester
Towards a better performance in facial expression recognition: a data-centric approach Journal Article
In: Computational Intelligence and Neuroscience, vol. 2023, 2023.
BibTeX | Tags: AI, data-centric, deep learning, facial expression recognition, performance improvement
@article{christian2022a,
title = {Towards a better performance in facial expression recognition: a data-centric approach},
author = {Christian Mejia and Miguel Cazorla and Ester Martinez-Martin},
year = {2023},
date = {2023-01-01},
journal = {Computational Intelligence and Neuroscience},
volume = {2023},
keywords = {AI, data-centric, deep learning, facial expression recognition, performance improvement},
pubstate = {published},
tppubtype = {article}
}
2022
Saura-Gómez, Pascual; Rizo-Maestre, Carlos; Echarri-Iribarren, Víctor
In: Materials, vol. 15, no. 3, pp. 745, 2022, ISSN: 1996-1944.
@article{Saura_G_mez_2022,
title = {The Useful Life of Reinforced Concrete Structures with Reinforcement Corrosion Due to Carbonation in Non-Aggressive and Normal Exposures in the Spanish Mediterranean},
author = {Pascual Saura-Gómez and Carlos Rizo-Maestre and Víctor Echarri-Iribarren},
url = {http://dx.doi.org/10.3390/ma15030745},
doi = {10.3390/ma15030745},
issn = {1996-1944},
year = {2022},
date = {2022-01-01},
journal = {Materials},
volume = {15},
number = {3},
pages = {745},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Gomez-Donoso, Francisco; Escalona, Felix; Cazorla, Miguel
VFKD: Voxelized Fractal Keypoint Detector Proceedings Article
In: Proc. of International Joint Conference on Neural Networks (IJCNN), 2022.
BibTeX | Tags: 3D feature detection, AI, fractal, keypoints, voxelized
@inproceedings{GomezDonoso2022IJCNN,
title = {VFKD: Voxelized Fractal Keypoint Detector},
author = {Francisco Gomez-Donoso and Felix Escalona and Miguel Cazorla},
year = {2022},
date = {2022-01-01},
booktitle = {Proc. of International Joint Conference on Neural Networks (IJCNN)},
keywords = {3D feature detection, AI, fractal, keypoints, voxelized},
pubstate = {published},
tppubtype = {inproceedings}
}
Gomez-Donoso, Francisco; Escalona, Felix; Orts-Escolano, Sergio; Garcia-Garcia, Alberto; Garcia-Rodriguez, Jose; Cazorla, Miguel
3DSliceLeNet: Recognizing 3D Objects Using a Slice-Representation Journal Article
In: IEEE Access, vol. 10, pp. 15378-15392, 2022.
Links | BibTeX | Tags: 3D object recognition, AI, computer vision, deep learning
@article{9701312,
title = {3DSliceLeNet: Recognizing 3D Objects Using a Slice-Representation},
author = {Francisco Gomez-Donoso and Felix Escalona and Sergio Orts-Escolano and Alberto Garcia-Garcia and Jose Garcia-Rodriguez and Miguel Cazorla},
doi = {10.1109/ACCESS.2022.3148387},
year = {2022},
date = {2022-01-01},
journal = {IEEE Access},
volume = {10},
pages = {15378-15392},
keywords = {3D object recognition, AI, computer vision, deep learning},
pubstate = {published},
tppubtype = {article}
}
Gomez-Donoso, Francisco; Moreno-Martineza, Marcos; Cazorla, Miguel
UrOAC: Urban Objects in Any-light Conditions Journal Article
In: Data in brief, vol. Aceptado, 2022.
BibTeX | Tags: AI, any-light conditions, computer vision, dataset, urban objects
@article{donoso2022b,
title = {UrOAC: Urban Objects in Any-light Conditions},
author = {Francisco Gomez-Donoso and Marcos Moreno-Martineza and Miguel Cazorla},
year = {2022},
date = {2022-01-01},
journal = {Data in brief},
volume = {Aceptado},
keywords = {AI, any-light conditions, computer vision, dataset, urban objects},
pubstate = {published},
tppubtype = {article}
}
Rangel, Jose Carlos; Cruz, Edmanuel; Cazorla, Miguel
Automatic understanding and mapping of regions in cities using Google Journal Article
In: Applied Sciences, vol. 12, no. 6, 2022.
BibTeX | Tags: AI, automatic mapping, city analytics, deep learning, urban regions
@article{Rangel2022,
title = {Automatic understanding and mapping of regions in cities using Google},
author = {Jose Carlos Rangel and Edmanuel Cruz and Miguel Cazorla},
year = {2022},
date = {2022-01-01},
journal = {Applied Sciences},
volume = {12},
number = {6},
keywords = {AI, automatic mapping, city analytics, deep learning, urban regions},
pubstate = {published},
tppubtype = {article}
}
Lakatos, Kornel; Gonzalez-Serrano, German; Hoballah, Jawad; Brooker, Jeff; Jeong, Sinyoung; Evans, Conor; Krauledat, Petra; Hansen, W. Peter; Elias, Kevin M.; Patankar, Manish; Fulop, Vilmos; Konstantinopoulos, Panagiotis A.; Cramer, Daniel W.
In: Journal of Ovarian Research, vol. 15, iss. 1, 2022, ISSN: 17572215.
Links | BibTeX | Tags: microscopic images, Mononuclear cells, ovarian cancer
@article{Lakatos2022,
title = {Application of a novel microscopic technique for quantifying CA125 binding to circulating mononuclear cells in longitudinal specimens during treatment for ovarian cancer},
author = {Kornel Lakatos and German Gonzalez-Serrano and Jawad Hoballah and Jeff Brooker and Sinyoung Jeong and Conor Evans and Petra Krauledat and W. Peter Hansen and Kevin M. Elias and Manish Patankar and Vilmos Fulop and Panagiotis A. Konstantinopoulos and Daniel W. Cramer},
doi = {10.1186/s13048-022-00957-7},
issn = {17572215},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
journal = {Journal of Ovarian Research},
volume = {15},
issue = {1},
publisher = {BioMed Central Ltd},
keywords = {microscopic images, Mononuclear cells, ovarian cancer},
pubstate = {published},
tppubtype = {article}
}
2021
Saura-Gómez, Pascual; Spairani-Berrio, Yolanda; Huesca-Tortosa, Jose Antonio; Spairani-Berrio, Silvia; Rizo-Maestre, Carlos
In: Applied Sciences, vol. 11, no. 18, pp. 8541, 2021, ISSN: 2076-3417.
@article{Saura_G_mez_2021,
title = {Advances in the Restoration of Buildings with LIDAR Technology and 3D Reconstruction: Forged and Vaults of the Refectory of Santo Domingo de Orihuela (16th Century)},
author = {Pascual Saura-Gómez and Yolanda Spairani-Berrio and Jose Antonio Huesca-Tortosa and Silvia Spairani-Berrio and Carlos Rizo-Maestre},
url = {http://dx.doi.org/10.3390/app11188541},
doi = {10.3390/app11188541},
issn = {2076-3417},
year = {2021},
date = {2021-09-01},
journal = {Applied Sciences},
volume = {11},
number = {18},
pages = {8541},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Galiano-Garrigós, Antonio; Domenech-Mataix, María; González-Avilés, Ángel Benigno; Rizo-Maestre, Carlos
Evaluation of Energy Performance and Comfort: Case-Study of University Buildings with Design Adapted to Local Climate Journal Article
In: Sustainability, vol. 13, no. 13, pp. 7155, 2021, ISSN: 2071-1050.
@article{Galiano_Garrig_s_2021,
title = {Evaluation of Energy Performance and Comfort: Case-Study of University Buildings with Design Adapted to Local Climate},
author = {Antonio Galiano-Garrigós and María Domenech-Mataix and Ángel Benigno González-Avilés and Carlos Rizo-Maestre},
url = {http://dx.doi.org/10.3390/su13137155},
doi = {10.3390/su13137155},
issn = {2071-1050},
year = {2021},
date = {2021-06-01},
journal = {Sustainability},
volume = {13},
number = {13},
pages = {7155},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Sempere-Tortosa, Mireia; Fernández-Carrasco, Francisco; Navarro-Soria, Ignasi; Rizo-Maestre, Carlos
Movement Patterns in Students Diagnosed with ADHD, Objective Measurement in a Natural Learning Environment Journal Article
In: International Journal of Environmental Research and Public Health, vol. 18, no. 8, pp. 3870, 2021, ISSN: 1660-4601.
@article{Sempere_Tortosa_2021,
title = {Movement Patterns in Students Diagnosed with ADHD, Objective Measurement in a Natural Learning Environment},
author = {Mireia Sempere-Tortosa and Francisco Fernández-Carrasco and Ignasi Navarro-Soria and Carlos Rizo-Maestre},
url = {http://dx.doi.org/10.3390/ijerph18083870},
doi = {10.3390/ijerph18083870},
issn = {1660-4601},
year = {2021},
date = {2021-04-01},
journal = {International Journal of Environmental Research and Public Health},
volume = {18},
number = {8},
pages = {3870},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
González-Avilés, Ángel Benigno; Echarri-Iribarren, Víctor; Galiano-Garrigós, Antonio; Rizo-Maestre, Carlos; Pérez-Millán, María Isabel
Colour Ageing in Acrylic Resin Plates and Natural Minerals on the Façade after 10 Years of Sun Exposure in the Marine Environment Journal Article
In: Applied Sciences, vol. 11, no. 5, pp. 2222, 2021, ISSN: 2076-3417.
@article{Gonz_lez_Avil_s_2021,
title = {Colour Ageing in Acrylic Resin Plates and Natural Minerals on the Façade after 10 Years of Sun Exposure in the Marine Environment},
author = {Ángel Benigno González-Avilés and Víctor Echarri-Iribarren and Antonio Galiano-Garrigós and Carlos Rizo-Maestre and María Isabel Pérez-Millán},
url = {http://dx.doi.org/10.3390/app11052222},
doi = {10.3390/app11052222},
issn = {2076-3417},
year = {2021},
date = {2021-03-01},
journal = {Applied Sciences},
volume = {11},
number = {5},
pages = {2222},
publisher = {MDPI AG},
keywords = {},
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}
}
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}
}
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}
}
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; 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}
}
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},
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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},
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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},
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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},
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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},
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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}
}
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}
}
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}
}
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}
}
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}
}
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}
}
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}
}
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}
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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}
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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}
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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}
}
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},
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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}
}