113 entries « 1 of 6 »

2019

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)

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)

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: )

ARTANO, ANDONI ELOLA; ECENARRO, ELISABETE ARAMENDI; ZARANDONA, UNAI IRUSTA; Picón-Ruiz, Artzai; GONZÁLEZ, ERIK ALONSO

Arquitecturas de aprendizaje profundo para la detección de pulso en la parada cardiaca extrahospitalaria utilizando el ECG (Journal Article)

2018.

(BibTeX | Tags: )

2017

VICENTE, ASIER; Picón-Ruiz, Artzai; RODRÍGUEZ-VAAMONDE, SERGIO; ARTECHE, JOSE ANTONIO; ARMENTIA, JORGE; MACAYA, INAKI

Ladle furnace slag characterization through hyperspectral reflectance regression model for secondary metallurgy process optimization (Journal Article)

IEEE Transactions on Industrial Informatics, 2017.

(Links | BibTeX | Tags: hyperspectral)

VICENTE, ASIER; MACAYA, IÑAKI; Picón-Ruiz, Artzai; ARTECHE, JOSE ANTONIO

Fast method for slag characterization during ladle furnace steelmaking process based on spectral reflectance (Journal Article)

2017.

(Links | BibTeX | Tags: industry)

JOHANNES, ALEXANDER; Picón-Ruiz, Artzai; ALVAREZ-GILA, AITOR; ECHAZARRA, JONE; RODRÍGUEZ-VAAMONDE, SERGIO; NAVAJAS, ANA DÍEZ; ORTIZ-BARREDO, AMAIA

Automatic plant disease diagnosis using mobile capture devices, applied on a wheat use case (Journal Article)

Computers and Electronics in Agriculture, 138 , pp. 200–209, 2017.

(Links | BibTeX | Tags: plant disease)

GALDRAN, ADRIAN; ALVAREZ-GILA, AITOR; MEYER, MARIA INES; SARATXAGA, CRISTINA L; ARAÚJO, TERESA; Garrote-Contreras, Estibaliz; ARESTA, GUILHERME; COSTA, PEDRO; MENDONÇA, ANA MARIA; CAMPILHO, AURÉLIO

Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis (Journal Article)

arXiv preprint arXiv:1703.03702, 2017.

(Links | BibTeX | Tags: health)

Picón-Ruiz, Artzai; ALVAREZ-GILA, AITOR; DURO, GORKA; CRUZ-LOPEZ, ANTONIO ; LINARES, MIGUEL; LAGO, ALBERTO; Garrote-Contreras, Estibaliz; Gutiérrez-Olabarria, Jose A

High speed quality inspection of hot long metal products surface based on Deep Convolutional Neural Networks (Inproceedings)

Open session - International Summer School on Deep Learning 2017, Bilbao, Spain, 2017.

(Links | BibTeX | Tags: deep learning, industry)

GALDRAN, ADRIAN; VAZQUEZ-CORRAL, JAVIER; PARDO, DAVID; BERTALMÍO, MARCELO

Fusion-based variational image dehazing (Journal Article)

IEEE Signal Processing Letters, 24 (2), pp. 151–155, 2017.

(Links | BibTeX | Tags: image processing)

113 entries « 1 of 6 »