114 registros « 1 de 6 »

2019

Artzai Picon Unai Irusta, Aitor Álvarez-Gila Elisabete Aramendi Felipe Alonso-Atienza Carlos Figuera Unai Ayala Estibaliz Garrote Lars Wik Jo Kramer-Johansen Trygve Eftestøl

Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia (Artículo de revista)

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

(Resumen | Enlaces | BibTeX | Etiquetas: deep_ learning)

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

Deep Neural Networks for ECG-Based Pulse Detection during Out-of-Hospital Cardiac Arrest (Artículo de revista)

Entropy, 2019.

(Resumen | Enlaces | BibTeX | Etiquetas: deep learning)

Medela, Alfonso ; Picon, Artzai

Constellation Loss: Improving the efficiency of deep metric learning loss functions for optimal embedding (Artículo de revista)

2019.

(Resumen | Enlaces | BibTeX | Etiquetas: deep learning;few shot;metric learning)

Sanchez-Peralta, LF; Calderon, AJ; Cabezon, V; Ortega-Moran, JF; Sanchez-Margallo, FM; Polo, F; Saratxaga, CL; Picon, A

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

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

(BibTeX | Etiquetas: )

Medela, Alfonso; Picon, 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 (Artículo en actas)

IEEE International Symposium on Biomedical Imaging, 2019.

(Enlaces | BibTeX | Etiquetas: 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; di Noia, F; Roycroft, B; Bain, J; Cicchi, R; Pavone, FS.; Picon, A

Innovative multiphotonic endoscope to address technological challenges in current colonoscopy procedure (Artículo de revista)

CASEIB 2018, 2018.

(Enlaces | BibTeX | Etiquetas: 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 (Artículo en actas)

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

(Enlaces | BibTeX | Etiquetas: dehazing, retinex)

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

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

2018.

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

Salado, Juan Pablo; Picón, Artzai; Bereciartua, Arantza; Irusta, Unai

Contaje de mitosis en imágenes histológicas mediante redes neuronales convolucionales (Artículo de revista)

2018.

(BibTeX | Etiquetas: cnn, mitosis)

Galdran, Adrian; Alvarez-Gila, Aitor; Bria, Alessandro; Vazquez-Corral, Javier; Bertalmío, Marcelo

On the Duality Between Retinex and Image Dehazing (Artículo en actas)

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

(Enlaces | BibTeX | Etiquetas: dehazing, retinex)

Picon, 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 (Artículo de revista)

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

(Resumen | Enlaces | BibTeX | Etiquetas: cnn, convolutional neural networks, deep learning, disease identification, early pest, image processing, phytopathology, plant disease, precision agriculture)

Rojo, Asier Vicente; Ruiz, Artzai Picon; Vaamonde, Sergio Rodriguez

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

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

(BibTeX | Etiquetas: )

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

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

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

(BibTeX | Etiquetas: )

Artano, Andoni Elola; Ecenarro, Elisabete Aramendi; Zarandona, Unai Irusta; Ruiz, Artzai Picón; González, Erik Alonso

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

2018.

(BibTeX | Etiquetas: )

2017

Vicente, Asier; Picon, 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 (Artículo de revista)

IEEE Transactions on Industrial Informatics, 2017.

(Enlaces | BibTeX | Etiquetas: hyperspectral)

Vicente, Asier; Macaya, Iñaki; Picon, Artzai; Arteche, Jose Antonio

Fast method for slag characterization during ladle furnace steelmaking process based on spectral reflectance (Artículo de revista)

2017.

(Enlaces | BibTeX | Etiquetas: industry)

Johannes, Alexander; Picon, 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 (Artículo de revista)

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

(Enlaces | BibTeX | Etiquetas: plant disease)

Galdran, Adrian; Alvarez-Gila, Aitor; Meyer, Maria Ines; Saratxaga, Cristina L; Araújo, Teresa; Garrote, Estibaliz; Aresta, Guilherme; Costa, Pedro; Mendonça, Ana Maria; Campilho, Aurélio

Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis (Artículo de revista)

arXiv preprint arXiv:1703.03702, 2017.

(Enlaces | BibTeX | Etiquetas: health)

Picon, Artzai; Alvarez-Gila, Aitor ; Duro, Gorka; Cruz-Lopez, Antonio ; Linares, Miguel; Lago, Alberto; Garrote, Estibaliz; Gutierrez Olabarria, Jose Angel

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

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

(Enlaces | BibTeX | Etiquetas: deep learning, industry)

Galdran, Adrian; Vazquez-Corral, Javier; Pardo, David; Bertalmío, Marcelo

Fusion-based variational image dehazing (Artículo de revista)

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

(Enlaces | BibTeX | Etiquetas: image processing)

114 registros « 1 de 6 »