Research output per year
Research output per year
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
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SDG 2 Zero Hunger -
SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 14 Life Below Water
Fingerprint
Dive into the research topics where Computer Vision is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Latent diffusion meets semi-supervised learning: Enhancing plant disease detection with minimal labels
Eguskiza, I., Picón, A., Benito-Del-Valle, L., Bereciartua-Pérez, A., Gómez-Zamanillo, L., Elola, A., Aramendi, E., Espejo, R., Klukas, C. & Navarra-Mestre, R., 1 Jul 2026, In: Computers and Electronics in Agriculture. 248, 111840.Research output: Contribution to journal › Article › peer-review
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Atomic Design for MLOps: A Modular Approach to Scalable and Reusable ML Pipelines
Villar, A., Echeverria, I., Santidrian, B. & Emaldi, M., 2025, 2025 10th International Conference on Smart and Sustainable Technologies, SpliTech 2025. Solic, P., Nizetic, S., Rodrigues, J. J. P. C., Rodrigues, J. J. P. C., Rodrigues, J. J. P. C., Lopez-de-Ipina Gonzalez-de-Artaza, D., Perkovic, T., Vukojevic, K., Catarinucci, L. & Patrono, L. (eds.). Institute of Electrical and Electronics Engineers Inc., (2025 10th International Conference on Smart and Sustainable Technologies, SpliTech 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Crop-conditional semantic segmentation for efficient agricultural disease assessment
Picon, A., Eguskiza, I., Galan, P., Gomez-Zamanillo, L., Romero, J., Klukas, C., Bereciartua-Perez, A., Scharner, M. & Navarra-Mestre, R., Mar 2025, In: Artificial Intelligence in Agriculture. 15, 1, p. 79-87 9 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile10 Citations (Scopus)11 Downloads (Pure)
Student theses
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Desarrollo de algoritmos de procesamiento de imagen avanzado para interpretación de imágenes médicas. Aplicación a segmentación de hígado sobre imágenes de Resonancia Magnética multisecuencia
Bereciartua Perez, A. (Author), Iriondo Bengoa (Supervisor) & Picon Ruiz (Supervisor), 2016Doctoral thesis: Doctoral Thesis
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Classification of materials through the integration of spectral and spatial features from hyperspectral data
Picon Ruiz, A. (Author), 2009Doctoral thesis: Doctoral Thesis
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Profiles
Prizes
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Management Solutions Award for the best TFG/TFM related to digital transformation
Galán, P. (Recipient) & Picon Ruiz, A. (Recipient), 16 Jun 2022
Prize
Datasets
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PICCOLO White-Light and Narrow-Band Imaging Colonoscopic Dataset
Peralta, L. F. S. (Creator), Pagador, J. B. (Creator), Picon Ruiz, A. (Creator), Calderón, Á. J. (Creator), Polo, F. (Creator), Andraka, N. (Creator), Bilbao, R. (Creator), Glover, B. (Creator), Lopez Saratxaga, C. (Creator) & Margallo, F. M. S. (Creator), Zenodo, 28 Nov 2020
Dataset
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Unleashing the Potential of Synthetic Images: Histopathology Image Classification
Benito-Del-Valle, L. (Creator), Alvarez-Gila, A. (Creator), Egusquiza, I. (Creator) & L. Saratxaga, C. (Creator), Zenodo, 8 Jan 2025
DOI: 10.5281/zenodo.13928371, https://zenodo.org/records/13928371
Dataset
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Novel Pixelwise Co-Registered Hematoxylin-Eosin and Multiphoton Microscopy Image Dataset for Human Colon Lesion Diagnosis
Picon Ruiz, A. (Creator), Terradillos Fernandez, E. (Creator), Sánchez-Peralta, L. F. (Creator), Mattana, S. (Creator), Cicchi, R. (Creator), Blover, B. J. (Creator), Arbide, N. (Creator), Velasco, J. (Creator), Etzezarraga, M. C. (Creator), Pavone, F. S. (Creator), Garrote Contreras, E. (Creator) & Lopez Saratxaga, C. (Creator), Zenodo, 14 Feb 2022
DOI: 10.1016/j.jpi.2022.100012, https://cordis.europa.eu/project/id/732111
Dataset
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