120 entries « 1 of 6 »

Vicente, Asier; Picon, Artzai; Arteche, Jose Antonio; Linares, Miguel; Velasco, Arturo; Sainz, Jose Angel

Magnetic field-based arc stability sensor for electric arc furnaces (Journal Article)

Measurement, 151 , pp. 107134, 2020.

(BibTeX)

Picon, Artzai; Seitz, Maximiliam; Alvarez-Gila, Aitor; Mohnke, Patrick; Ortiz-Barredo, Amaia; Echazarra, Jone

Crop conditional Convolutional Neural Networks for massive multi-crop plant disease classification over cell phone acquired images taken on real field conditions (Journal Article)

Computers and Electronics in Agriculture, 2020.

(BibTeX)

Barredo-Arrieta, Alejandro; Díaz-Rodríguez, Natalia; Ser, Javier Del; Bennetot, Adrien; Tabik, Siham; Barbado, Alberto; García, Salvador; Gil-López, Sergio; Molina, Daniel; Benjamins, Richard; Chatila, Raja; Herrera, Francisco

Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI (Journal Article)

arXiv preprint arXiv:1910.10045, 2019.

(Links | BibTeX)

Picón-Ruiz, Artzai; IRUSTA, UNAI; ÁLVAREZ-GILA, AITOR; ARAMENDI, ELISABETE; ALONSO-ATIENZA, FELIPE; FIGUERA, CARLOS; AYALA, UNAI; Garrote-Contreras, Estibaliz; WIK, LARS; KRAMER-JOHANSEN, JO; EFTESTØL, TRYGVE

Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia (Journal Article)

PloS one, 14 (5), pp. e0216756, 2019.

(Abstract | Links | BibTeX)

ELOLA, ANDONI; ARAMENDI, ELISABETE; IRUSTA, UNAI; Picón-Ruiz, Artzai; ALONSO, ERIK; OWENS, PAMELA; IDRIS, AHAMED

Deep Neural Networks for ECG-Based Pulse Detection during Out-of-Hospital Cardiac Arrest (Journal Article)

Entropy, 21 (3), pp. 305, 2019.

(Abstract | Links | BibTeX)

MEDELA, ALFONSO ; Picón-Ruiz, Artzai

Constellation Loss: Improving the efficiency of deep metric learning loss functions for optimal embedding (Journal Article)

2019.

(Abstract | Links | BibTeX)

SANCHEZ-PERALTA, LF; CALDERON, AJ; CABEZON, V; ORTEGA-MORAN, JF; SANCHEZ-MARGALLO, FM; POLO, F; SARATXAGA, CL; Picón-Ruiz, Artzai

SYSTEMATIC ACQUISITION AND ANNOTATION OF CLINICAL CASES FOR THE GENERATION OF A MEDICAL IMAGE DATABASE (Inproceedings)

BRITISH JOURNAL OF SURGERY, pp. 16–16, WILEY 111 RIVER ST, HOBOKEN 07030-5774, NJ USA 2019.

(BibTeX)

MEDELA, ALFONSO; Picón-Ruiz, Artzai; SARATXAGA, CRISTINA L; BELAR, OIHANA; CABEZON, VIRGINIA; CICCHI, RICCARDO; BILBAO, ROBERTO; BEN, GLOVER

Few shot learning in Histopathological images: Reducing the need of labeled data on biological datasets (Inproceedings)

IEEE International Symposium on Biomedical Imaging, 2019.

(Links | BibTeX)

Elola, Andoni; Aramendi, Elisabete; Irusta, Unai; Picón, Artzai; Alonso, Erik; Isasi, Iraia; Idris, Ahamed

Convolutional Recurrent Neural Networks to Characterize the Circulation Component in the Thoracic Impedance during Out-of-Hospital Cardiac Arrest (Inproceedings)

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 1921–1925, IEEE 2019.

(BibTeX)

Elola, Andoni; Aramendi, Elisabete; Irusta, Unai; Picón, Artzai; Alonso, Erik; Owens, Pamela; Idris, Ahamed

Deep Neural Networks for ECG-Based Pulse Detection during Out-of-Hospital Cardiac Arrest (Journal Article)

Entropy, 21 (3), pp. 305, 2019.

(BibTeX)

Alvarez-Gila, Aitor; Galdran, Adrian; Garrote, Estibaliz; van de Weijer, Joost

Self-Supervised Blur Detection from Synthetically Blurred Scenes (Journal Article)

Image and Vision Computing, 92 , pp. 103804, 2019, ISSN: 0262-8856.

(Abstract | Links | BibTeX)

BOTE-CURIEL, L; MORÁN, JF ORTEGA; PAGADOR, JB.; MARGALLO, FM. SÁNCHEZ; GLOVER, B; TEARE, J; POLO, F; ARBIDE, N; SARATXAGA, C L; SOLLEDER, P; ALFIERI, D; NOIA, DI F; ROYCROFT, B; BAIN, J; CICCHI, R; PAVONE, FS.; Picón-Ruiz, Artzai

Innovative multiphotonic endoscope to address technological challenges in current colonoscopy procedure (Journal Article)

CASEIB 2018, 2018.

(Links | BibTeX)

ANCUTI, COSMIN; ANCUTI, CODRUTA O; TIMOFTE, RADU; ALVAREZ-GILA, AITOR; GALDRAN, ADRIAN; BRIA, ALESSANDRO; VAZQUEZ-CORRAL, JAVIER; BERTALMIO, MARCELO; OTHERS,

NTIRE 2018 Challenge on Image Dehazing: Methods and Results (Inproceedings)

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 891–901, 2018.

(Links | BibTeX)

VICENTE, ASIER; VELASCO, ARTURO; LINARES, MIGUEL; Picón-Ruiz, Artzai; ARTECHE, JOSE ANTONIO ; ANGEL SAINZ, JOSE

New sensor for Electric Arc Furnace arc stability control (Conference)

2018.

(BibTeX)

Arad, Boaz; Ben-Shahar, Ohad; Timofte, Radu

NTIRE 2018 Challenge on Spectral Reconstruction From RGB Images (Inproceedings)

The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2018.

(Links | BibTeX)

SALADO, JUAN PABLO; Picón-Ruiz, Artzai; Bereciartua-Pérez, Arantza; IRUSTA, UNAI

Contaje de mitosis en imágenes histológicas mediante redes neuronales convolucionales (Journal Article)

2018.

(BibTeX)

GALDRAN, ADRIAN; ALVAREZ-GILA, AITOR; BRIA, ALESSANDRO; VAZQUEZ-CORRAL, JAVIER; BERTALMÍO, MARCELO

On the Duality Between Retinex and Image Dehazing (Inproceedings)

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 8212–8221, Salt Lake City, USA, 2018.

(Links | BibTeX)

Picón-Ruiz, Artzai; ALVAREZ-GILA, AITOR; SEITZ, MAXIMILIAM; ORTIZ-BARREDO, AMAIA; ECHAZARRA, JONE; JOHANNES, ALEXANDER

Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild (Journal Article)

Computers and Electronics in Agriculture, 2018, ISSN: 0168-1699.

(Abstract | Links | BibTeX)

ROJO, ASIER VICENTE; RUIZ, Artzai Picón-Ruiz; VAAMONDE, SERGIO RODRIGUEZ

Method of Determining a Chemical Composition of a Slag Portion (Miscellaneous)

2018, (US Patent App. 15/573,440).

(BibTeX)

ELOLA, ANDONI; ARAMENDI, ELISABETE; IRUSTA, UNAI; Picón-Ruiz, Artzai; ALONSO, ERIK; OWENS, PAMELA; IDRIS, AHAMED; TECNALIA, DERIO

Deep Learning for Pulse Detection in Out-of-Hospital Cardiac Arrest Using the ECG (Inproceedings)

Proceedings of the 2018 Computing in Cardiology Conference (CinC), Maastricht, The Netherlands, pp. 23–26, 2018.

(BibTeX)

120 entries « 1 of 6 »
120 entries « 1 of 6 »

2020

Vicente, Asier; Picon, Artzai; Arteche, Jose Antonio; Linares, Miguel; Velasco, Arturo; Sainz, Jose Angel

Magnetic field-based arc stability sensor for electric arc furnaces (Journal Article)

Measurement, 151 , pp. 107134, 2020.

(BibTeX | Tags: )

Picon, Artzai; Seitz, Maximiliam; Alvarez-Gila, Aitor; Mohnke, Patrick; Ortiz-Barredo, Amaia; Echazarra, Jone

Crop conditional Convolutional Neural Networks for massive multi-crop plant disease classification over cell phone acquired images taken on real field conditions (Journal Article)

Computers and Electronics in Agriculture, 2020.

(BibTeX | Tags: )

2019

Barredo-Arrieta, Alejandro; Díaz-Rodríguez, Natalia; Ser, Javier Del; Bennetot, Adrien; Tabik, Siham; Barbado, Alberto; García, Salvador; Gil-López, Sergio; Molina, Daniel; Benjamins, Richard; Chatila, Raja; Herrera, Francisco

Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI (Journal Article)

arXiv preprint arXiv:1910.10045, 2019.

(Links | BibTeX | Tags: accountability, comprehensibility, data fusion, deep learning, explainability, Explainable Artificial Intelligence, fairness, interpretability, machine learning, privacy, responsible artificial intelligence, transparency)

Picón-Ruiz, Artzai; IRUSTA, UNAI; ÁLVAREZ-GILA, AITOR; ARAMENDI, ELISABETE; ALONSO-ATIENZA, FELIPE; FIGUERA, CARLOS; AYALA, UNAI; Garrote-Contreras, Estibaliz; WIK, LARS; KRAMER-JOHANSEN, JO; EFTESTØL, TRYGVE

Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia (Journal Article)

PloS one, 14 (5), pp. e0216756, 2019.

(Abstract | Links | BibTeX | Tags: deep learning)

ELOLA, ANDONI; ARAMENDI, ELISABETE; IRUSTA, UNAI; Picón-Ruiz, Artzai; ALONSO, ERIK; OWENS, PAMELA; IDRIS, AHAMED

Deep Neural Networks for ECG-Based Pulse Detection during Out-of-Hospital Cardiac Arrest (Journal Article)

Entropy, 21 (3), pp. 305, 2019.

(Abstract | Links | BibTeX | Tags: deep learning)

MEDELA, ALFONSO ; Picón-Ruiz, Artzai

Constellation Loss: Improving the efficiency of deep metric learning loss functions for optimal embedding (Journal Article)

2019.

(Abstract | Links | BibTeX | Tags: deep learning;few shot;metric learning)

SANCHEZ-PERALTA, LF; CALDERON, AJ; CABEZON, V; ORTEGA-MORAN, JF; SANCHEZ-MARGALLO, FM; POLO, F; SARATXAGA, CL; Picón-Ruiz, Artzai

SYSTEMATIC ACQUISITION AND ANNOTATION OF CLINICAL CASES FOR THE GENERATION OF A MEDICAL IMAGE DATABASE (Inproceedings)

BRITISH JOURNAL OF SURGERY, pp. 16–16, WILEY 111 RIVER ST, HOBOKEN 07030-5774, NJ USA 2019.

(BibTeX | Tags: )

MEDELA, ALFONSO; Picón-Ruiz, Artzai; SARATXAGA, CRISTINA L; BELAR, OIHANA; CABEZON, VIRGINIA; CICCHI, RICCARDO; BILBAO, ROBERTO; BEN, GLOVER

Few shot learning in Histopathological images: Reducing the need of labeled data on biological datasets (Inproceedings)

IEEE International Symposium on Biomedical Imaging, 2019.

(Links | BibTeX | Tags: deep learning, few shot learning)

Elola, Andoni; Aramendi, Elisabete; Irusta, Unai; Picón, Artzai; Alonso, Erik; Isasi, Iraia; Idris, Ahamed

Convolutional Recurrent Neural Networks to Characterize the Circulation Component in the Thoracic Impedance during Out-of-Hospital Cardiac Arrest (Inproceedings)

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 1921–1925, IEEE 2019.

(BibTeX | Tags: )

Elola, Andoni; Aramendi, Elisabete; Irusta, Unai; Picón, Artzai; Alonso, Erik; Owens, Pamela; Idris, Ahamed

Deep Neural Networks for ECG-Based Pulse Detection during Out-of-Hospital Cardiac Arrest (Journal Article)

Entropy, 21 (3), pp. 305, 2019.

(BibTeX | Tags: )

Alvarez-Gila, Aitor; Galdran, Adrian; Garrote, Estibaliz; van de Weijer, Joost

Self-Supervised Blur Detection from Synthetically Blurred Scenes (Journal Article)

Image and Vision Computing, 92 , pp. 103804, 2019, ISSN: 0262-8856.

(Abstract | Links | BibTeX | Tags: Blur detection, deep learning, Defocus blur, Motion blur, Self-supervised learning, Synthetic)

2018

BOTE-CURIEL, L; MORÁN, JF ORTEGA; PAGADOR, JB.; MARGALLO, FM. SÁNCHEZ; GLOVER, B; TEARE, J; POLO, F; ARBIDE, N; SARATXAGA, C L; SOLLEDER, P; ALFIERI, D; NOIA, DI F; ROYCROFT, B; BAIN, J; CICCHI, R; PAVONE, FS.; Picón-Ruiz, Artzai

Innovative multiphotonic endoscope to address technological challenges in current colonoscopy procedure (Journal Article)

CASEIB 2018, 2018.

(Links | BibTeX | Tags: deep learning)

ANCUTI, COSMIN; ANCUTI, CODRUTA O; TIMOFTE, RADU; ALVAREZ-GILA, AITOR; GALDRAN, ADRIAN; BRIA, ALESSANDRO; VAZQUEZ-CORRAL, JAVIER; BERTALMIO, MARCELO; OTHERS,

NTIRE 2018 Challenge on Image Dehazing: Methods and Results (Inproceedings)

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 891–901, 2018.

(Links | BibTeX | Tags: dehazing, retinex)

VICENTE, ASIER; VELASCO, ARTURO; LINARES, MIGUEL; Picón-Ruiz, Artzai; ARTECHE, JOSE ANTONIO ; ANGEL SAINZ, JOSE

New sensor for Electric Arc Furnace arc stability control (Conference)

2018.

(BibTeX | Tags: ARC STABILITY, ELECTRIC ARC FURNACE, ELECTRICAL EFFICIENCY, HALL EFFECT, MAGNETIC FIELD)

Arad, Boaz; Ben-Shahar, Ohad; Timofte, Radu

NTIRE 2018 Challenge on Spectral Reconstruction From RGB Images (Inproceedings)

The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2018.

(Links | BibTeX | Tags: )

SALADO, JUAN PABLO; Picón-Ruiz, Artzai; Bereciartua-Pérez, Arantza; IRUSTA, UNAI

Contaje de mitosis en imágenes histológicas mediante redes neuronales convolucionales (Journal Article)

2018.

(BibTeX | Tags: cnn, mitosis)

GALDRAN, ADRIAN; ALVAREZ-GILA, AITOR; BRIA, ALESSANDRO; VAZQUEZ-CORRAL, JAVIER; BERTALMÍO, MARCELO

On the Duality Between Retinex and Image Dehazing (Inproceedings)

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 8212–8221, Salt Lake City, USA, 2018.

(Links | BibTeX | Tags: dehazing, retinex)

Picón-Ruiz, Artzai; ALVAREZ-GILA, AITOR; SEITZ, MAXIMILIAM; ORTIZ-BARREDO, AMAIA; ECHAZARRA, JONE; JOHANNES, ALEXANDER

Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild (Journal Article)

Computers and Electronics in Agriculture, 2018, ISSN: 0168-1699.

(Abstract | Links | BibTeX | Tags: cnn, convolutional neural networks, deep learning, disease identification, early pest, image processing, phytopathology, plant disease, precision agriculture)

ROJO, ASIER VICENTE; RUIZ, Artzai Picón-Ruiz; VAAMONDE, SERGIO RODRIGUEZ

Method of Determining a Chemical Composition of a Slag Portion (Miscellaneous)

2018, (US Patent App. 15/573,440).

(BibTeX | Tags: )

ELOLA, ANDONI; ARAMENDI, ELISABETE; IRUSTA, UNAI; Picón-Ruiz, Artzai; ALONSO, ERIK; OWENS, PAMELA; IDRIS, AHAMED; TECNALIA, DERIO

Deep Learning for Pulse Detection in Out-of-Hospital Cardiac Arrest Using the ECG (Inproceedings)

Proceedings of the 2018 Computing in Cardiology Conference (CinC), Maastricht, The Netherlands, pp. 23–26, 2018.

(BibTeX | Tags: )

120 entries « 1 of 6 »