Research output per year
Research output per year
- 1 - 50 out of 57 results
Search results
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2025
Exploring Bandwidth Capabilities of Solar Cells for VLC Applications
Del Valle Morales, C. I., Zafra, J. C. T., Céspedes, M. M., Martinez-Sarriegui, I. & Sánchez-Pena, J. M., 2025, In: IEEE Transactions on Industrial Informatics. 21, 1, p. 894-901 8 p.Research output: Contribution to journal › Article › peer-review
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Image-based analysis of electrochromic materials: Gamma correction with a LEGO luminance checker
Velasco, J., Galán, P., Gajjala, R. K. R., Fernández, E., Trimaille, J., Hihn, J. Y., Lakard, B., Álvarez-Gila, A., Picón, A. & del Campo, F. J., 10 Jun 2025, In: Electrochimica Acta. 525, 146062.Research output: Contribution to journal › Article › peer-review
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Semi-Supervised Approach for Automatic Counting of Whiteflies with Small Annotated Dataset
Gomez-Zamanillo, L., Bereciartua-Perez, A., Elola, A., Picon, A., Alvarez-Gila, A., Egusquiza, I. & Navarra-Mestre, R., 2025, (Accepted/In press) In: IEEE Access.Research output: Contribution to journal › Article › peer-review
Open Access -
Semi-Supervised Approach for Automatic Counting of Whiteflies With Small Annotated Dataset
Gomez-Zamanillo, L., Bereciartua-Perez, A., Elola, A., Picon, A., Alvarez-Gila, A., Egusquiza, I. & Navarra-Mestre, R., 2025, In: IEEE Access. 13, p. 55586-55598 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
When synthetic plants get sick: Disease graded image datasets by novel regression-conditional diffusion models
Egusquiza, I., Benito-Del-Valle, L., Picón, A., Bereciartua-Pérez, A., Gómez-Zamanillo, L., Elola, A., Aramendi, E., Espejo, R., Eggers, T., Klukas, C. & Navarra-Mestre, R., Feb 2025, In: Computers and Electronics in Agriculture. 229, 109690.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
2024
Automatic Detection of Nuclear Spins at Arbitrary Magnetic Fields via Signal-to-Image AI Model
Varona-Uriarte, B., Munuera-Javaloy, C., Terradillos, E., Ban, Y., Alvarez-Gila, A., Garrote, E. & Casanova, J., 15 Apr 2024, In: Physical Review Letters. 132, 15, 150801.Research output: Contribution to journal › Article › peer-review
Open Access -
Estimation of flea beetle damage in the field using a multistage deep learning-based solution
Bereciartua-Pérez, A., Monzón, M., Múgica, D., De Both, G., Baert, J., Hedges, B., Fox, N., Echazarra, J. & Navarra-Mestre, R., Sept 2024, In: Artificial Intelligence in Agriculture. 13, p. 18-31 14 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
MIXED RECYCLED AGGREGATES CLASSIFICATION USING IMAGING AND DEEP-LEARNING TECHNIQUES FOR EFFECTIVE WASTE MANAGEMENT IN REHABILITATION WORKS
Jon Ander, I. A., Verónica, G. C., Artzai, P. R., Aitor, A. G. & Jose Antonio, A. V., 2024, REHABEND 2024 - Construction Pathology, Rehabilitation Technology and Heritage Management. Boffill, Y., Lombillo, I. & Blanco, H. (eds.). University of Cantabria - Building Technology R&D Group, p. 1270-1277 8 p. (REHABEND).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Optoelectronics Interfaces for a VLC System for UHD Audio-Visual Content Transmission in a Passenger Van: HW Design
del Valle Morales, C. I., Betancourt Perlaza, J. S., Torres Zafra, J. C., Martinez-Sarriegui, I. & Sánchez-Pena, J. M., Sept 2024, In: Sensors. 24, 17, 5829.Research output: Contribution to journal › Article › peer-review
Open Access -
Self-Powered IoT Node Utilizing a Perovskite Photovoltaic for Green OWC Systems
Del Valle Morales, C. I., Younus, O. I., Torres Zafra, J. C., Ghassemlooy, Z., Martinez-Sarriegui, I. & Sanchez-Pena, J. M., 2024, 2024 14th International Symposium on Communication Systems, Networks and Digital Signal Processing, CSNDSP 2024. Institute of Electrical and Electronics Engineers Inc., p. 163-168 6 p. (2024 14th International Symposium on Communication Systems, Networks and Digital Signal Processing, CSNDSP 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
2023
Augmented Reality for Supporting Workers in Human–Robot Collaboration
Moya, A., Bastida, L., Aguirrezabal, P., Pantano, M. & Abril-Jiménez, P., 10 Apr 2023, In: Multimodal Technologies and Interaction. 7, 4, p. 40 1 p., 40.Research output: Contribution to journal › Article › peer-review
Open AccessFile10 Citations (Scopus)13 Downloads (Pure) -
Clinical Validation Benchmark Dataset and Expert Performance Baseline for Colorectal Polyp Localization Methods
Sánchez-Peralta, L. F., Glover, B., Saratxaga, C. L., Ortega-Morán, J. F., Nazarian, S., Picón, A., Pagador, J. B. & Sánchez-Margallo, F. M., Sept 2023, In: Journal of Imaging. 9, 9, 167.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
EDUKA: Design and development of an intelligent tutor and author tool for the personalised generation of itineraries and training activities in inmersive 3D and 360° educational environments
Ruiz, M., Mujika, I., Arregi, A., Aguirrezabal, P., Custodio, D., Pajares, M. & Gómez, J., 2023, In: International Journal of Production Management and Engineering. 11, 1, p. 31-42 12 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
Exploring the Metaverse: Mixed and Virtual Reality for Collaborative Interaction in an electrical substation
Quintela, I., Aguirrezabal, P., Serrano, R., Barayazarra, G. & Conde, L., 9 Oct 2023, Proceedings - Web3D 2023: 28th International Conference on Web3D Technology. Spencer, S. N. (ed.). Association for Computing Machinery, Inc, 39. (Proceedings - Web3D 2023: 28th International Conference on Web3D Technology).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Melanoma and Nevi Subtype Histopathological Characterization with Optical Coherence Tomography
Saratxaga, C. L., Asumendi, A., Gardeazabal, J., Izu, R. M., Sanchez, A., Cancho-Galan, G., Morales, C., Lage, S., Boyano, M. D., Conde, O. M. & Garrote, E., Mar 2023, In: Life. 13, 3, 625.Research output: Contribution to journal › Article › peer-review
Open Access -
Melanoma Clinical Decision Support System: An Artificial Intelligence-Based Tool to Diagnose and Predict Disease Outcome in Early-Stage Melanoma Patients
Diaz-Ramón, J. L., Gardeazabal, J., Izu, R. M., Garrote, E., Rasero, J., Apraiz, A., Penas, C., Seijo, S., Lopez-Saratxaga, C., De la Peña, P. M., Sanchez-Diaz, A., Cancho-Galan, G., Velasco, V., Sevilla, A., Fernandez, D., Cuenca, I., Cortes, J. M., Alonso, S., Asumendi, A. & Boyano, M. D., Apr 2023, In: Cancers. 15, 7, 2174.Research output: Contribution to journal › Article › peer-review
Open Access11 Citations (Scopus) -
Towards Smarter Security Orchestration and Automatic Response for CPS and IoT
Nguyen, P., Dautov, R., Song, H., Rego, A., Iturbe, E., Rios, E., Sagasti, D., Nicolas, G., Valdés, V., Mallouli, W., Cavalli, A. & Ferry, N., 2023, Proceedings - 2023 IEEE International Conference on Cloud Computing Technology and Science, CloudCom 2023. IEEE Computer Society, p. 298-302 5 p. (Proceedings of the International Conference on Cloud Computing Technology and Science, CloudCom).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access3 Citations (Scopus) -
2022
MVMO: A MULTI-OBJECT DATASET FOR WIDE BASELINE MULTI-VIEW SEMANTIC SEGMENTATION
Alvarez-Gila, A., van de Weijer, J., Wang, Y. & Garrote, E., 2022, 2022 IEEE International Conference on Image Processing, ICIP 2022 - Proceedings. IEEE Computer Society, p. 1166-1170 5 p. (Proceedings - International Conference on Image Processing, ICIP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Novel Pixelwise Co-Registered Hematoxylin-Eosin and Multiphoton Microscopy Image Dataset for Human Colon Lesion Diagnosis
Picon, A., Terradillos, E., Sánchez-Peralta, L. F., Mattana, S., Cicchi, R., Blover, B. J., Arbide, N., Velasco, J., Etzezarraga, M. C., Pavone, F. S., Garrote, E. & Saratxaga, C. L., 2022, In: Journal of Pathology Informatics. 13, p. 100012 1 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Downloads (Pure) -
2021
Analysis on the characterization of multiphoton microscopy images for malignant neoplastic colon lesion detection under deep learning methods
Terradillos, E., Saratxaga, C., Mattana, S., Cicchi, R., Pavone, F., Andraka, N., Glover, B., Arbide, N., Velasco, J., Etxezarraga, M. & Picon, A., 1 Jan 2021, In: Journal of Pathology Informatics. 12, 1, 27.Research output: Contribution to journal › Article › peer-review
Open AccessFile12 Citations (Scopus)5 Downloads (Pure) -
A Probabilistic Model and Capturing Device for Remote Simultaneous Estimation of Spectral Emissivity and Temperature of Hot Emissive Materials
Picon, A., Alvarez-Gila, A., Arteche, J. A., Lopez, G. A. & Vicente, A., 2021, In: IEEE Access. 9, p. 100513-100529 17 p., 9481229.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Citations (Scopus) -
Autofluorescence image reconstruction and virtual staining for in-vivo optical biopsying
Picon, A., Medela, A., Sanchez-Peralta, L. F., Cicchi, R., Bilbao, R., Alfieri, D., Elola, A., Glover, B. & Saratxaga, C. L., Feb 2021, In: IEEE Access. 9, p. 32081-32093 13 p., 2425.Research output: Contribution to journal › Article › peer-review
Open AccessFile15 Citations (Scopus)6 Downloads (Pure) -
Characterization of Optical Coherence Tomography Images for Colon Lesion Differentiation under Deep Learning
Saratxaga, C. L., Bote, J., Ortega-Morán, J. F., Picón, A., Terradillos, E., del Río, N. A., Andraka, N., Garrote, E. & Conde, O. M., 1 Apr 2021, In: Applied Sciences. 11, 7, p. 3119 1 p., 3119.Research output: Contribution to journal › Article › peer-review
Open AccessFile14 Citations (Scopus)1 Downloads (Pure) -
Medical needs related to the endoscopic technology and colonoscopy for colorectal cancer diagnosis
Ortega-Morán, J. F., Azpeitia, Á., Sánchez-Peralta, L. F., Bote-Curiel, L., Pagador, B., Cabezón, V., Saratxaga, C. L. & Sánchez-Margallo, F. M., Dec 2021, In: BMC Cancer. 21, 1, 467.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Citations (Scopus)3 Downloads (Pure) -
MRI Deep Learning-Based Solution for Alzheimer’s Disease Prediction
Saratxaga, C. L., Moya, I., Picón, A., Acosta, M., Moreno-Fernandez-de-Leceta, A., Garrote, E. & Bereciartua-Perez, A., 9 Sept 2021, In: Journal of Personalized Medicine. 11, 9, p. 902 1 p., 902.Research output: Contribution to journal › Article › peer-review
Open AccessFile83 Citations (Scopus) -
2020
Application of virtual reality technologies to improve occupational & industrial safety in industrial processes
Rubio, J., Rubio, B., Vaquero, C., Galarza, N., Pelaz, A., Ipiña, J. L., Sagasti, D. & Jordá, L., 1 Jan 2020, Safety, Reliability and Risk Analysis: Theory, Methods and Applications: Volume 1. CRC Press, Vol. 1. p. 727-731 5 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Few-Shot Learning approach for plant disease classification using images taken in the field
Argüeso, D., Picon, A., Irusta, U., Medela, A., San-Emeterio, M. G., Bereciartua, A. & Alvarez-Gila, A., Aug 2020, In: Computers and Electronics in Agriculture. 175, p. 105542 1 p., 105542.Research output: Contribution to journal › Article › peer-review
270 Citations (Scopus) -
PICCOLO White-Light and Narrow-Band Imaging Colonoscopic Dataset: A Performance Comparative of Models and Datasets: A performance comparative of models and datasets
Sánchez-Peralta, L. F., Pagador, J. B., Picón, A., Calderón, Á. J., Polo, F., Andraka, N., Bilbao, R., Glover, B., Saratxaga, C. L. & Sánchez-Margallo, F. M., 28 Nov 2020, In: Applied Sciences (Switzerland). 10, 23, p. 1-14 14 p., 8501.Research output: Contribution to journal › Article › peer-review
Open AccessFile57 Citations (Scopus)2 Downloads (Pure) -
Why deep learning performs better than classical machine learning?
PICON RUIZ, A., ALVAREZ GILA, A., IRUSTA, U. & ECHAZARRA HUGUET, J., 1 Mar 2020, In: Dyna (Spain). 95, 2, p. 119-122 4 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile17 Citations (Scopus)11 Downloads (Pure) -
2019
Automatic pigmented lesion segmentation through a dermoscopy-guided OCT approach for early diagnosis
López Sarachaga, C., Lage, S., Morales, M. C., Boyano, M. D., Asumendi, A., Garrote, E., Conde, O. M. & Boyano, M. D., 2019, In: Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 10851, 108510K.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Crop conditional Convolutional Neural Networks for massive multi-crop plant disease classification over cell phone acquired images taken on real field conditions
Picon, A., Seitz, M., Alvarez-Gila, A., Mohnke, P., Ortiz-Barredo, A. & Echazarra, J., Dec 2019, In: Computers and Electronics in Agriculture. 167, p. 105093 1 p., 105093.Research output: Contribution to journal › Article › peer-review
Open Access174 Citations (Scopus) -
Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild
Picon, A., Alvarez-Gila, A., Seitz, M., Ortiz-Barredo, A., Echazarra, J. & Johannes, A., Jun 2019, In: Computers and Electronics in Agriculture. 161, p. 280-290 11 p.Research output: Contribution to journal › Article › peer-review
397 Citations (Scopus) -
Few Shot Learning in Histopathological Images:Reducing the Need of Labeled Data on Biological Datasets: Reducing the need of labeled data on biological datasets
Medela, A., Picon, A., Saratxaga, C. L., Belar, O., Cabezon, V., Cicchi, R., Bilbao, R. & Glover, B., 11 Jul 2019, unknown. IEEE, p. 1860-1864 5 p. (1945-7928).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile77 Citations (Scopus)30 Downloads (Pure) -
Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia
Picon, A., Irusta, U., Álvarez-Gila, A., Aramendi, E., Alonso-Atienza, F., Figuera, C., Ayala, U., Garrote, E., Wik, L., Kramer-Johansen, J. & Eftestøl, T., 20 May 2019, In: PLoS ONE. 14, 5, p. e0216756 1 p., e0216756.Research output: Contribution to journal › Article › peer-review
Open AccessFile57 Citations (Scopus)1 Downloads (Pure) -
Self-supervised Blur Detection from Synthetically Blurred Scenes
Alvarez-Gila, A., Galdran, A., Garrote, E. & Van de Weijer, J., Dec 2019, In: Image and Vision Computing. unknown, 103804.Research output: Contribution to journal › Article › peer-review
Open Access7 Citations (Scopus) -
2018
On the Duality Between Retinex and Image Dehazing
Galdran, A., Bria, A., Alvarez-Gila, A., Vazquez-Corral, J. & Bertalmío, M., 14 Dec 2018, unknown. IEEE Computer Society, p. 8212-8221 10 p. (1063-6919).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access118 Citations (Scopus) -
2017
Automatic plant disease diagnosis using mobile capture devices, applied on a wheat use case
Johannes, A., Picon, A., Alvarez-Gila, A., Echazarra, J., Rodriguez-Vaamonde, S., Navajas, A. D. & Ortiz-Barredo, A., 1 Jun 2017, In: Computers and Electronics in Agriculture. 138, p. 200-209 10 p.Research output: Contribution to journal › Article › peer-review
Open Access347 Citations (Scopus) -
Design and integration of WAAM technology and in situ monitoring system in a gantry machine
Artaza, T., Alberdi, A., Murua, M., Gorrotxategi, J., Frías, J., Puertas, G., Melchor, M. A., Mugica, D. & Suárez, A., 2017, In: Procedia Manufacturing. 13, p. 778-785 8 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile41 Citations (Scopus)4 Downloads (Pure) -
Fusion-based variational image dehazing
Galdran, A., Vazquez-Corral, J., Pardo, D. & Bertalmio, M., Feb 2017, In: IEEE Signal Processing Letters. 24, 2, p. 151-155 5 p., 7792620.Research output: Contribution to journal › Article › peer-review
Open Access127 Citations (Scopus) -
Intensity normalization of sidescan sonar imagery
Al-Rawi, M. S., Galdrán, A., Yuan, X., Eckert, M., Martínez, J. F., Elmgren, F., Cürüklü, B., Rodriguez, J., Bastos, J. & Pinto, M., 17 Jan 2017, 2016 6th International Conference on Image Processing Theory, Tools and Applications, IPTA 2016. Pietikainen, M., Hadid, A. & Lopez, M. B. (eds.). Institute of Electrical and Electronics Engineers Inc., 7820967. (2016 6th International Conference on Image Processing Theory, Tools and Applications, IPTA 2016).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access16 Citations (Scopus) -
2016
Image processing applications through a variational perceptually-based color correction related to Retinex
Vazquez-Corral, J., Zamir, S. W., Galdran, A., Pardo, D. & Bertalmío, M., 2016, In: IS and T International Symposium on Electronic Imaging Science and Technology.Research output: Contribution to journal › Conference article › peer-review
Open Access3 Citations (Scopus) -
2015
Automatic Red-Channel underwater image restoration
Galdran, A., Pardo, D., Picon, A. & Alvarez-Gila, A., Jan 2015, In: unknown. unknown, p. 132-145 14 p.Research output: Contribution to journal › Article › peer-review
Open Access861 Citations (Scopus) -
A variational framework for single image Dehazing
Galdran, A., Vazquez-Corral, J., Pardo, D. & Bertalmío, M., 2015, Computer Vision - ECCV 2014 Workshops, Proceedings. Rother, C., Agapito, L. & Bronstein, M. M. (eds.). Springer Verlag, p. 259-270 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8927).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
25 Citations (Scopus) -
2014
Designing history learning games for museums. An alternative approach for visitors' engagement
Aguirrezabal, P., Peral, R., Pérez, A. & Sillaurren, S., 9 Apr 2014, Proceedings of the 2014 Virtual Reality International Conference, VRIC 2014. Association for Computing Machinery, a6. (ACM International Conference Proceeding Series; vol. 2014-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Citations (Scopus) -
Playhist: Play and learn history. Learning with a historical game vs an interactive film
Perez-Valle, A., Aguirrezabal, P. & Sillaurren, S., 2014, In: Lecture Notes in Computer Science. 8740, p. 546-554 9 p.Research output: Contribution to journal › Article › peer-review
7 Citations (Scopus) -
2013
PLUM: Product line unified modeler tool
López, C. & Mansella, J. X., 1 Jan 2013, Systems and Software Variability Management: Concepts, Tools and Experiences. Springer Berlin Heidelberg, p. 151-161 11 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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2012
A novel approach for tourism and education through virtual Vitoria-Gasteiz in the 16th century
Perez-Valle, A. & Sagasti, D., 2012, Proceedings of the 2012 18th International Conference on Virtual Systems and Multimedia, VSMM 2012: Virtual Systems in the Information Society. p. 615-618 4 p. 6365991. (Proceedings of the 2012 18th International Conference on Virtual Systems and Multimedia, VSMM 2012: Virtual Systems in the Information Society).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
8 Citations (Scopus) -
Medieval Vitoria-Gasteiz
Perez-Valle, A., Aguirrezabal, P. & Sagasti, D., 2012, Proceedings of the 2012 Virtual Reality International Conference, VRIC'12. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Product line tool-chain: Variability in critical systems
Saratxaga, C. L., Alonso-Montes, C., Haugerr, O., Ekelirr, C. & Mitschke, A., 2012, 2012 3rd International Workshop on Product LinE Approaches in Software Engineering, PLEASE 2012 - Proceedings. p. 57-60 4 p. 6229773. (2012 3rd International Workshop on Product LinE Approaches in Software Engineering, PLEASE 2012 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Citations (Scopus) -
2011
Insights in usage of multimedia streaming services
Karahasanović, A., Leders, M., Terradillos, E., Alejandro, M., Rodríguez, J., Núñez, J. M. & Rodríguez, D. F., 2011, Proceedings of the IADIS International Conferences - Web Based Communities and Social Media 2011, Social Media 2011, Internet Applications and Research 2011, Part of the IADIS, MCCSIS 2011. p. 127-134 8 p. (Proceedings of the IADIS International Conferences - Web Based Communities and Social Media 2011, Social Media 2011, Internet Applications and Research 2011, Part of the IADIS, MCCSIS 2011).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review