Technological Scientific Publications

Technological Scientific Publications2018-11-20T17:15:04+00:00

104 entries « 1 of 6 »

2018

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

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

Galdran, Adrian; Isasi, Alberto; Al-Rawi, Mohammed; Rodriguez, Jonathan; Bastos, Joaquim; Elmgren, Fredrik; Pinto, Marc

An efficient non-uniformity correction technique for side-scan sonar imagery Inproceedings

OCEANS 2017-Aberdeen, pp. 1–6, IEEE 2017.

Links | BibTeX | Tags: image processing

Al-Rawi, Mohammed; Galdran, Adrian; Isasi, Alberto; Elmgren, Fredrik; Carbonara, Gaetano; Falotico, Egidio; Real-Arce, Daniel A; Rodriguez, Jonathan; Bastos, Joaquim; Pinto, Marc

Cubic spline regression based enhancement of side-scan sonar imagery Inproceedings

OCEANS 2017-Aberdeen, pp. 1–7, IEEE 2017.

Links | BibTeX | Tags:

Isasi-Andrieu, Alberto; Garrote-Contreras, Estibaliz; Iriondo-Bengoa, Pedro; Aldama-Gant, David; Galdran, Adrian

Deflectometry setup definition for automatic chrome surface inspection Inproceedings

Emerging Technologies and Factory Automation (ETFA), 2017 22nd IEEE International Conference on, pp. 1–4, IEEE 2017.

Links | BibTeX | Tags: deflectometry

Alvarez-Gila, Aitor; van de Weijer, Joost; Garrote, Estíbaliz

Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB Inproceedings

2017 IEEE International Conference on Computer Vision Workshops (ICCVW), pp. 480–490, 2017, (The arxiv.org version contains updated results.).

Abstract | Links | BibTeX | Tags: cnn, color, GAN, hyperspectral, neural networks

Picon, Artzai; Irusta, Unai; Alvarez-Gila, Aitor; Aramendi, Elisabete; Garrote, Estibaliz; Ayala, Unai; Alonso, Felipe; Figuera, Carlos

Detección de fibrilación ventricular mediante técnicas de aprendizaje profundo Inproceedings

CASEIB 2017 - XXXV Congreso Anual de la Sociedad Espanola de Ingeniería Biomedica, Bilbao, Spain, 2017.

Abstract | Links | BibTeX | Tags: cnn, convolutional neural networks, ecg, fibrillation, LSTM, neural networks, recurrent neural networks, RNN

A.Cobo, ; A.Picón, ; M.Martinez, ; C.L.Saratxaga, ; Z.Amondarain, ; J.M.Lopez-Higuera,

Automatic classification of metal allows from their LIBS spectra and its robustness against spectrometer decalibration Journal Article

2017.

Links | BibTeX | Tags: machine learning

2016

Cruz-Lopez, Antonio; Lago, Alberto; González, Roberto; Alvarez-Gila, Aitor

High-speed inspection system finds defects in steel Journal Article

2016.

Links | BibTeX | Tags: industry, machine vision

Bereciartua, Arantza

Development of image processing algorithms for medical image segmentation. Application on Liver segmentation over mRI multi-sequence images PhD Thesis

Universidad del País Vasco - UPV/EHU, 2016.

Abstract | Links | BibTeX | Tags: active contours, medical image, regularization, segmentation, variational methods

Bereciartua, Arantza; Picon, Artzai; Galdran, Adrian; Iriondo, Pedro

3D active surfaces for liver segmentation in multisequence MRI images Journal Article

Computer methods and programs in biomedicine, 132 , pp. 149–160, 2016.

Links | BibTeX | Tags: health

104 entries « 1 of 6 »

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