114 entries « 1 of 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 (Journal Article)

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

(Abstract | Links | BibTeX | Tags: 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 (Journal Article)

Entropy, 2019.

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

Medela, Alfonso ; Picon, 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; Picon, A

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; 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 (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; di Noia, F; Roycroft, B; Bain, J; Cicchi, R; Pavone, FS.; Picon, A

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; Picon, 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, Artzai; Bereciartua, 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)

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 (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 Picon; 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, 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; Ruiz, Artzai Picón; 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; 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 (Journal Article)

IEEE Transactions on Industrial Informatics, 2017.

(Links | BibTeX | Tags: hyperspectral)

Vicente, Asier; Macaya, Iñaki; Picon, 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; 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 (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, 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)

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 (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)

114 entries « 1 of 6 »