Papers and Publications
2020
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}
}
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}
}
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}
}
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}
}
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}
}
Cruz, Edmanuel; Orts-Escolano, Sergio; Gomez-Donoso, Francisco; Rizo, Carlos; Rangel, Jose Carlos; Cazorla, Miguel; Mora, Higinio
An augmented reality application for improving shopping experience in large retail stores Journal Article
In: Virtual Reality, vol. 23, no. 3, pp. 281-291, 2019.
BibTeX | Tags: AI, customer assistance, mixed reality, retail, shopping experience
@article{Cruz2018,
title = {An augmented reality application for improving shopping experience in large retail stores},
author = {Edmanuel Cruz and Sergio Orts-Escolano and Francisco Gomez-Donoso and Carlos Rizo and Jose Carlos Rangel and Miguel Cazorla and Higinio Mora},
year = {2019},
date = {2019-01-01},
urldate = {2019-01-01},
journal = {Virtual Reality},
volume = {23},
number = {3},
pages = {281-291},
keywords = {AI, customer assistance, mixed reality, retail, shopping experience},
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}
}
Gonzalez-Serrano, German; Evans, Conor L.
Biomedical Image Processing with Containers and Deep Learning: An Automated Analysis Pipeline Journal Article
In: BioEssays, vol. 41, iss. 6, 2019, ISSN: 15211878.
Abstract | Links | BibTeX | Tags: AI, automation, big data, containers, deep learning, image processing
@article{Gonzalez2019,
title = {Biomedical Image Processing with Containers and Deep Learning: An Automated Analysis Pipeline},
author = {German Gonzalez-Serrano and Conor L. Evans},
doi = {10.1002/bies.201900004},
issn = {15211878},
year = {2019},
date = {2019-01-01},
journal = {BioEssays},
volume = {41},
issue = {6},
abstract = {...},
keywords = {AI, automation, big data, containers, deep learning, image processing},
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}
}
Rangel, Jose Carlos; Cazorla, Miguel; Garcia-Varea, Ismael; Romero-Gonzalez, Cristina; Martinez-Gomez, Jesus
Automatic semantic Maps Generation from Lexical Annotations Journal Article
In: Autonomous robots, vol. 43, no. 3, pp. 697-712, 2019.
BibTeX | Tags: AI, deep learning, lexical annotations, robotics, semantic maps
@article{Rangel2018b,
title = {Automatic semantic Maps Generation from Lexical Annotations},
author = {Jose Carlos Rangel and Miguel Cazorla and Ismael Garcia-Varea and Cristina Romero-Gonzalez and Jesus Martinez-Gomez},
year = {2019},
date = {2019-01-01},
journal = {Autonomous robots},
volume = {43},
number = {3},
pages = {697-712},
keywords = {AI, deep learning, lexical annotations, robotics, semantic maps},
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}
}
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}
}
Navarrete, Javier; Gomez-Donoso, Francisco; Viejo, Diego; Cazorla, Miguel
Multilevel Classification using a Taxonomy Applied to Recognizing Diptera Images Proceedings Article
In: Proc. of International Joint Conference on Neural Networks (IJCNN), 2019.
BibTeX | Tags: AI, deep learning, image recognition, multilevel classification
@inproceedings{IJCNNNavarrete2019,
title = {Multilevel Classification using a Taxonomy Applied to Recognizing Diptera Images},
author = {Javier Navarrete and Francisco Gomez-Donoso and Diego Viejo and Miguel Cazorla},
year = {2019},
date = {2019-01-01},
booktitle = {Proc. of International Joint Conference on Neural Networks (IJCNN)},
keywords = {AI, deep learning, image recognition, multilevel classification},
pubstate = {published},
tppubtype = {inproceedings}
}
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}
}
Cruz, E.; Orts-Escolano, S.; Gomez-Donoso, F.; Rizo-Maestre, Carlos; Rangel, J. C.; Mora, H.; Cazorla, Miguel
An augmented reality application for improving shopping experience in large retail stores Journal Article
In: Virtual Reality, vol. 23, no. 3, pp. 281-291, 2019.
BibTeX | Tags:
@article{Rizo-Maestre2019,
title = {An augmented reality application for improving shopping experience in large retail stores},
author = {E. Cruz and S. Orts-Escolano and F. Gomez-Donoso and Carlos Rizo-Maestre and J. C. Rangel and H. Mora and Miguel Cazorla},
year = {2019},
date = {2019-01-01},
urldate = {2019-01-01},
journal = {Virtual Reality},
volume = {23},
number = {3},
pages = {281-291},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Bauer, Zuria; Escalona, Felix; Cruz, Edmanuel; Cazorla, Miguel; Gomez-Donoso, Francisco
Refining the Fusion of Pepper Robot and Estimated Depth Maps Method for Improved 3D Perception Journal Article
In: IEEE Access, vol. 7, pp. 185076-185085, 2019.
BibTeX | Tags: 3D perception, AI, deep learning, depth estimation, Pepper robot, sensor fusion
@article{8936685,
title = {Refining the Fusion of Pepper Robot and Estimated Depth Maps Method for Improved 3D Perception},
author = {Zuria Bauer and Felix Escalona and Edmanuel Cruz and Miguel Cazorla and Francisco Gomez-Donoso},
year = {2019},
date = {2019-01-01},
journal = {IEEE Access},
volume = {7},
pages = {185076-185085},
keywords = {3D perception, AI, deep learning, depth estimation, Pepper robot, sensor fusion},
pubstate = {published},
tppubtype = {article}
}
Bauer, Zuria; Gomez-Donoso, Francisco; Cruz, Edmanuel; sergio Orts-Escolano,; Cazorla, Miguel
UASOL, a large-scale high-resolution outdoor stereo dataset Journal Article
In: Scientific Data, vol. 6, no. 1, pp. 1-14, 2019.
Links | BibTeX | Tags: AI, dataset, depth estimation, stereo
@article{bauer2019uasol,
title = {UASOL, a large-scale high-resolution outdoor stereo dataset},
author = {Zuria Bauer and Francisco Gomez-Donoso and Edmanuel Cruz and sergio Orts-Escolano and Miguel Cazorla},
doi = {10.1038/s41597-019-0168-5},
year = {2019},
date = {2019-01-01},
journal = {Scientific Data},
volume = {6},
number = {1},
pages = {1-14},
keywords = {AI, dataset, depth estimation, stereo},
pubstate = {published},
tppubtype = {article}
}
Martinez-Martin, Ester; Cazorla, Miguel
A socially Assistive Robot for Elderly Exercise Promotion Journal Article
In: IEEE Access, vol. 7, pp. 75515-75529, 2019.
BibTeX | Tags: AI, assistive robot, elderly, healthcare
@article{Martinez-Martin2019Access,
title = {A socially Assistive Robot for Elderly Exercise Promotion},
author = {Ester Martinez-Martin and Miguel Cazorla},
year = {2019},
date = {2019-01-01},
journal = {IEEE Access},
volume = {7},
pages = {75515-75529},
keywords = {AI, assistive robot, elderly, healthcare},
pubstate = {published},
tppubtype = {article}
}
Martinez-Martin, Ester; Cazorla, Miguel
Rehabilitation Technology: Assistance From Hospital to Home Journal Article
In: Computational Intelligence and Neuroscience, vol. 2019, 2019.
BibTeX | Tags: AI, healthcare, rehabilitation technology
@article{Martin2019Review,
title = {Rehabilitation Technology: Assistance From Hospital to Home},
author = {Ester Martinez-Martin and Miguel Cazorla},
year = {2019},
date = {2019-01-01},
journal = {Computational Intelligence and Neuroscience},
volume = {2019},
keywords = {AI, healthcare, rehabilitation technology},
pubstate = {published},
tppubtype = {article}
}
Nasri, Nadia; Orts-Escolano, Sergio; Gomez-Donoso, Francisco; Cazorla, Miguel
USING INFERRED GESTURES FROM SEMG SIGNAL TO TELEOPERATE A DOMESTIC ROBOT FOR THE DISABLED Proceedings Article
In: Proc. of the 15th International Work-Conference on Artificial Neural Networks, 2019.
BibTeX | Tags: AI, assistive technology, deep learning, robotics, sEMG, teleoperation
@inproceedings{Iwwan2019,
title = {USING INFERRED GESTURES FROM SEMG SIGNAL TO TELEOPERATE A DOMESTIC ROBOT FOR THE DISABLED},
author = {Nadia Nasri and Sergio Orts-Escolano and Francisco Gomez-Donoso and Miguel Cazorla},
year = {2019},
date = {2019-01-01},
urldate = {2019-01-01},
booktitle = {Proc. of the 15th International Work-Conference on Artificial Neural Networks},
keywords = {AI, assistive technology, deep learning, robotics, sEMG, teleoperation},
pubstate = {published},
tppubtype = {inproceedings}
}
Martin-Rico, Francisco; Gomez-Donoso, Francisco; Escalona, Felix; Cazorla, Miguel; Garcia-Rodriguez, Jose
Artificial semantic Memory with Autonomous Learning applied to social Robots Proceedings Article
In: Proc. of International Work-Conference on the Interplay Between Natural and Artificial Computation, 2019.
BibTeX | Tags: AI, autonomous learning, social robots
@inproceedings{Iwinac2019,
title = {Artificial semantic Memory with Autonomous Learning applied to social Robots},
author = {Francisco Martin-Rico and Francisco Gomez-Donoso and Felix Escalona and Miguel Cazorla and Jose Garcia-Rodriguez},
year = {2019},
date = {2019-01-01},
booktitle = {Proc. of International Work-Conference on the Interplay Between Natural and Artificial Computation},
keywords = {AI, autonomous learning, social robots},
pubstate = {published},
tppubtype = {inproceedings}
}
Gomez-Donoso, Francisco; Escalona, Felix; Rivas-Montero, Francisco; Canyas, Jose M.; 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, deep learning, indoor navigation, mobile robot
@article{cinMadrid2019,
title = {Enhancing the Ambient Assisted Living Capabilities with a Mobile Robot},
author = {Francisco Gomez-Donoso and Felix Escalona and Francisco Rivas-Montero and Jose M. Canyas and Miguel Cazorla},
year = {2019},
date = {2019-01-01},
journal = {Computational Intelligence and Neuroscience},
volume = {2019},
keywords = {AI, ambient assisted living, deep learning, indoor navigation, mobile robot},
pubstate = {published},
tppubtype = {article}
}
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}
}
Rizo-Maestre, Carlos; Iribarren, Victor Echarri
The Importance of Checking Indoor Air Quality in Underground Historic Buildings Intended for Tourist Use Journal Article
In: Sustainability, vol. 11, no. 3, pp. 689, 2019, ISSN: 2071-1050.
@article{Rizo_Maestre_2019c,
title = {The Importance of Checking Indoor Air Quality in Underground Historic Buildings Intended for Tourist Use},
author = {Carlos Rizo-Maestre and Victor Echarri Iribarren},
url = {http://dx.doi.org/10.3390/su11030689},
doi = {10.3390/su11030689},
issn = {2071-1050},
year = {2019},
date = {2019-01-01},
urldate = {2019-01-01},
journal = {Sustainability},
volume = {11},
number = {3},
pages = {689},
publisher = {MDPI AG},
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pubstate = {published},
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}
Echarri-Iribarren, V.; Echarri-Iribarren, F.; Rizo-Maestre, Carlos
Ceramic panels versus aluminium in buildings: Energy consumption and environmental impact assessment with a new methodology Journal Article
In: Applied Energy, pp. 959-974, 2019.
BibTeX | Tags:
@article{Rizo2019,
title = {Ceramic panels versus aluminium in buildings: Energy consumption and environmental impact assessment with a new methodology},
author = {V. Echarri-Iribarren and F. Echarri-Iribarren and Carlos Rizo-Maestre},
year = {2019},
date = {2019-01-01},
urldate = {2019-01-01},
journal = {Applied Energy},
pages = {959-974},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2018
Aznar, Fidel; Pujol, Mar; Rizo, Ramon; Pujol, Francisco A.; Rizo-Maestre, Carlos
Energy-Efficient Swarm Behavior for Indoor UAV Ad-Hoc Network Deployment Journal Article
In: Symmetry, vol. 10, no. 11, pp. 632, 2018, ISSN: 2073-8994.
@article{Aznar_2018,
title = {Energy-Efficient Swarm Behavior for Indoor UAV Ad-Hoc Network Deployment},
author = {Fidel Aznar and Mar Pujol and Ramon Rizo and Francisco A. Pujol and Carlos Rizo-Maestre},
url = {http://dx.doi.org/10.3390/sym10110632},
doi = {10.3390/sym10110632},
issn = {2073-8994},
year = {2018},
date = {2018-11-01},
urldate = {2018-11-01},
journal = {Symmetry},
volume = {10},
number = {11},
pages = {632},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Echarri-Iribarren, Víctor; Rizo-Maestre, Carlos; Echarri-Iribarren, Fernando
Healthy Climate and Energy Savings: Using Thermal Ceramic Panels and Solar Thermal Panels in Mediterranean Housing Blocks Journal Article
In: Energies, vol. 11, no. 10, pp. 2707, 2018, ISSN: 1996-1073.
@article{Echarri_Iribarren_2018,
title = {Healthy Climate and Energy Savings: Using Thermal Ceramic Panels and Solar Thermal Panels in Mediterranean Housing Blocks},
author = {Víctor Echarri-Iribarren and Carlos Rizo-Maestre and Fernando Echarri-Iribarren},
url = {http://dx.doi.org/10.3390/en11102707},
doi = {10.3390/en11102707},
issn = {1996-1073},
year = {2018},
date = {2018-10-01},
journal = {Energies},
volume = {11},
number = {10},
pages = {2707},
publisher = {MDPI AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Rizo-Maestre, Carlos; Iribarren, Víctor Echarri
The Radon Gas in Underground Buildings in Clay Soils. The Plaza Balmis Shelter as a Paradigm Journal Article
In: International Journal of Environmental Research and Public Health, vol. 15, no. 5, pp. 1004, 2018, ISSN: 1660-4601.
@article{Rizo_Maestre_2018,
title = {The Radon Gas in Underground Buildings in Clay Soils. The Plaza Balmis Shelter as a Paradigm},
author = {Carlos Rizo-Maestre and Víctor Echarri Iribarren},
url = {http://dx.doi.org/10.3390/ijerph15051004},
doi = {10.3390/ijerph15051004},
issn = {1660-4601},
year = {2018},
date = {2018-05-01},
urldate = {2018-05-01},
journal = {International Journal of Environmental Research and Public Health},
volume = {15},
number = {5},
pages = {1004},
publisher = {MDPI AG},
keywords = {},
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tppubtype = {article}
}
Espinosa, Carlos Cano; Gonzalez-Serrano, German; Washko, George R.; Cazorla, Miguel; Estepar, Raul Jose
Automated Agatston score computation in non-ECG gated CT scans using deep learning Proceedings Article
In: Proceedings of the sPIE: Medical Imaging 2018, 2018.
Links | BibTeX | Tags: Agatston score, AI, deep learning, non-ECG CT
@inproceedings{Cano2018sPIE,
title = {Automated Agatston score computation in non-ECG gated CT scans using deep learning},
author = {Carlos Cano Espinosa and German Gonzalez-Serrano and George R. Washko and Miguel Cazorla and Raul Jose Estepar},
doi = {10.1117/12.2293681},
year = {2018},
date = {2018-02-01},
booktitle = {Proceedings of the sPIE: Medical Imaging 2018},
keywords = {Agatston score, AI, deep learning, non-ECG CT},
pubstate = {published},
tppubtype = {inproceedings}
}
Rangel, Jose Carlos; Gomez, J. Martinez; Gonzalez, C. Romero; Varea, I. Garcia; Cazorla, Miguel
semi-supervised 3D Object Recognition through CNN Labeling Journal Article
In: Applied soft Computing, vol. 65, pp. 603-613, 2018.
Links | BibTeX | Tags: 3D object recognition, AI, deep learning, semi-supervised
@article{Rangel2018,
title = {semi-supervised 3D Object Recognition through CNN Labeling},
author = {Jose Carlos Rangel and J. Martinez Gomez and C. Romero Gonzalez and I. Garcia Varea and Miguel Cazorla},
doi = {https://doi.org/10.1016/j.asoc.2018.02.005},
year = {2018},
date = {2018-01-01},
journal = {Applied soft Computing},
volume = {65},
pages = {603-613},
keywords = {3D object recognition, AI, deep learning, semi-supervised},
pubstate = {published},
tppubtype = {article}
}
Gonzalez-Serrano, German; Washko, George R; Estepar, Raul San Jose
Multi-Structure Segmentation from Partially Labeled Datasets . Application to Body Composition Measurements on CT scans . Proceedings Article
In: Image Anal Mov Organ Breast Thorac Images (2018) ., pp. 215-224, 2018.
Links | BibTeX | Tags: AI, body composition, CT scans, multi-structure segmentation, partially labeled data
@inproceedings{Gonzalez2018MultiStructure,
title = {Multi-Structure Segmentation from Partially Labeled Datasets . Application to Body Composition Measurements on CT scans .},
author = {German Gonzalez-Serrano and George R Washko and Raul San Jose Estepar},
doi = {10.1007/978-3-030-00946-5_22},
year = {2018},
date = {2018-01-01},
booktitle = {Image Anal Mov Organ Breast Thorac Images (2018) .},
pages = {215-224},
keywords = {AI, body composition, CT scans, multi-structure segmentation, partially labeled data},
pubstate = {published},
tppubtype = {inproceedings}
}
Gonzalez-Serrano, German; Washko, George R; Jose, Raul San
Deep learning for biomarker regression : application to osteoporosis and emphysema on chest CT scans Proceedings Article
In: Medical Imaging – Image Processing- Proceedings of SPIE, 2018.
Links | BibTeX | Tags: AI, biomarker regression, deep learning, emphysema, osteoporosis
@inproceedings{Gonzalez2018BiomarkerRegression,
title = {Deep learning for biomarker regression : application to osteoporosis and emphysema on chest CT scans},
author = {German Gonzalez-Serrano and George R Washko and Raul San Jose},
doi = {10.1117/12.2293455},
year = {2018},
date = {2018-01-01},
booktitle = {Medical Imaging - Image Processing- Proceedings of SPIE},
issue = {March},
keywords = {AI, biomarker regression, deep learning, emphysema, osteoporosis},
pubstate = {published},
tppubtype = {inproceedings}
}
Onieva, Jorge Onieva; Gonzalez-Serrano, German; Young, Thomas P; Washko, George R; Jesus, Maria; Carbayo, Ledesma; Onieva, Jorge Onieva; Serrano, German Gonzalez; Young, Thomas P; Washko, George R; Jesus, Maria; Carbayo, Ledesma; San, Raul; Estepar, Jose
Multiorgan structures detection using deep convolutional neural networks Proceedings Article
In: Medical Imaging – Image Processing- Proceedings of SPIE, 2018.
Links | BibTeX | Tags: AI, CNN, CT scans, deep learning, multi-organ detection
@inproceedings{Onieva2018,
title = {Multiorgan structures detection using deep convolutional neural networks},
author = {Jorge Onieva Onieva and German Gonzalez-Serrano and Thomas P Young and George R Washko and Maria Jesus and Ledesma Carbayo and Jorge Onieva Onieva and German Gonzalez Serrano and Thomas P Young and George R Washko and Maria Jesus and Ledesma Carbayo and Raul San and Jose Estepar},
doi = {10.1117/12.2293761},
year = {2018},
date = {2018-01-01},
booktitle = {Medical Imaging - Image Processing- Proceedings of SPIE},
volume = {1057428},
issue = {March},
keywords = {AI, CNN, CT scans, deep learning, multi-organ detection},
pubstate = {published},
tppubtype = {inproceedings}
}
Angelopoulou, Anastassia; Rodriguez, Jose Garcia; Orts-Escolano, Sergio; Gupta, Gaurav; Psarrou, Alexandra
Fast 2D/3D Object Representation with Growing Neural Gas Journal Article
In: Neural Computing and Applications, vol. 29, no. 10, pp. 903-919, 2018.
Links | BibTeX | Tags: 2D/3D object representation, AI, fast approach, GNG
@article{Angelopoulou2016NCAA,
title = {Fast 2D/3D Object Representation with Growing Neural Gas},
author = {Anastassia Angelopoulou and Jose Garcia Rodriguez and Sergio Orts-Escolano and Gaurav Gupta and Alexandra Psarrou},
doi = {http://dx.doi.org/doi:10.1007/s00521-016-2579-y},
year = {2018},
date = {2018-01-01},
urldate = {2018-01-01},
journal = {Neural Computing and Applications},
volume = {29},
number = {10},
pages = {903-919},
keywords = {2D/3D object representation, AI, fast approach, GNG},
pubstate = {published},
tppubtype = {article}
}
Martin, Francisco; soriano, Enrique; Canyas, Jose M.
Quantitative analysis of security in distributed robotic frameworks Journal Article
In: Robotics and Autonomous systems, vol. 100, pp. 95 – 107, 2018, ISSN: 0921-8890.
Links | BibTeX | Tags: AI, communications, frameworks, middleware, robotics, security
@article{MARTIN201895,
title = {Quantitative analysis of security in distributed robotic frameworks},
author = {Francisco Martin and Enrique soriano and Jose M. Canyas},
doi = {https://doi.org/10.1016/j.robot.2017.11.002},
issn = {0921-8890},
year = {2018},
date = {2018-01-01},
journal = {Robotics and Autonomous systems},
volume = {100},
pages = {95 - 107},
keywords = {AI, communications, frameworks, middleware, robotics, security},
pubstate = {published},
tppubtype = {article}
}
Garcia-Garcia, Albert; Orts-Escolano, Sergio; Garcia-Rodriguez, Jose; Cazorla, Miguel
Interactive 3D object recognition pipeline on mobile GPGPU computing platforms using low-cost RGB-D sensors Journal Article
In: Journal of Real-Time Image Processing, vol. 14, no. 3, pp. 585-604, 2018.
Links | BibTeX | Tags: AI, GPGPU, interactive 3D object recognition, low-cost RGB-D, mobile platforms
@article{Garcia2016RTIP,
title = {Interactive 3D object recognition pipeline on mobile GPGPU computing platforms using low-cost RGB-D sensors},
author = {Albert Garcia-Garcia and Sergio Orts-Escolano and Jose Garcia-Rodriguez and Miguel Cazorla},
doi = {10.1007/s11554-016-0607-x},
year = {2018},
date = {2018-01-01},
urldate = {2018-01-01},
journal = {Journal of Real-Time Image Processing},
volume = {14},
number = {3},
pages = {585-604},
keywords = {AI, GPGPU, interactive 3D object recognition, low-cost RGB-D, mobile platforms},
pubstate = {published},
tppubtype = {article}
}
Martinez-Martin, Ester; Martinez-Martin, Ester; Pobil, Angel P.
A Biologically Inspired Approach for Robot Depth Estimation Journal Article
In: Computational Intelligence and Neuroscience, 2018.
Links | BibTeX | Tags: AI, biologically inspired, neuroscience, robot depth estimation, vision
@article{Ester_Martinez-Martin47670761,
title = {A Biologically Inspired Approach for Robot Depth Estimation},
author = {Ester Martinez-Martin and Ester Martinez-Martin and Angel P. Pobil},
url = {http://doi.org/10.1155/2018/9179462},
doi = {10.1155/2018/9179462},
year = {2018},
date = {2018-01-01},
journal = {Computational Intelligence and Neuroscience},
keywords = {AI, biologically inspired, neuroscience, robot depth estimation, vision},
pubstate = {published},
tppubtype = {article}
}