| 2025 | IDEAL | Defect Segmentation in OCT Scans of Ceramic Parts for Non-destructive Inspection Using Deep Learning. | Andrs Laveda-Martnez, Natalia P. Garca-de-la-Puente, Fernando Garca-Torres, Niels Mller Israelsen, Ole Bang, Dominik Brouczek, Niels Benson, Adrin Colomer, Valery Naranjo |
| 2024 | IDEAL | Refining Multiple Instance Learning with Attention Regularization for Whole Slide Image Classification. | Iln Carretero, Pablo Meseguer, Roco del Amor, Valery Naranjo |
| 2024 | IDEAL | Towards Sustainable Precision: Machine Learning for Laser Micromachining Optimization. | Luis Correas-Naranjo, Miguel Camacho-Snchez, Latitia Launet, Milena Zuric, Valery Naranjo |
| 2024 | IDEAL | Using Diffusion Models for Data Augmentation on Limited Rodent OCT Datasets. | Fernando Garca-Torres, Roco del Amor, Sandra Morales-Martnez, lvaro Barroso, Bjrn Kemper, Juergen Schnekenburger, Valery Naranjo |
| 2024 | IDEAL | Improving Speech Emotion Recognition: Novel Aggregation Strategies for Self-supervised Features. | scar Valls, Fran Pastor-Naranjo, Roco del Amor, Luca Gmez-Zaragoz, Javier Marn-Morales, Mariano Alcaiz Raya, Valery Naranjo |
| 2024 | KES | Optimizing Deep Learning Models for Edge Computing in Histopathology: Bridging the Gap to Clinical Practice. | Cristian Pulgarn-Ospina, Latitia Launet, Adrin Colomer, Valery Naranjo |
| 2024 | MICCAI | Domain Adaptation for Unsupervised Cancer Detection: An Application for Skin Whole Slides Images from an Interhospital Dataset. | Natalia P. Garca-de-la-Puente, Miguel Lpez-Prez, Latitia Launet, Valery Naranjo |
| 2023 | IDEAL | Unsupervised Defect Detection for Infrastructure Inspection. | Natalia P. Garca-de-la-Puente, Roco del Amor, Fernando Garca-Torres, Adrin Colomer, Valery Naranjo |
| 2022 | ICIP | A Self-Contrastive Learning Framework for Skin Cancer Detection Using Histological Images. | Roco del Amor, Adrin Colomer, Sandra Morales, Cristian Pulgarn-Ospina, Liria Terradez, Jos Aneiros-Fernndez, Valery Naranjo |
| 2022 | ICIP | A Self-Training Weakly-Supervised Framework for Pathologist-Like Histopathological Image Analysis. | Latitia Launet, Adrin Colomer, Andrs Mosquera-Zamudio, Anas Moscard, Carlos Monteagudo, Valery Naranjo |
| 2022 | IDEAL | Go-Around Prediction in Non-Stabilized Approach Scenarios Through a Regression Machine-Learning Model Trained from Pilots' Expertise. | Jess Cantero, Adrin Colomer, Latitia Launet, Alexandre Duchevet, Tho de la Hogue, Jean-Paul Imbert, Valery Naranjo |
| 2022 | IDEAL | Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid Localization. | Claudio Fernandez-Martn, Umay Kiraz, Julio Silva-Rodrguez, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo |
| 2022 | IDEAL | Federating Unlabeled Samples: A Semi-supervised Collaborative Framework for Whole Slide Image Analysis. | Latitia Launet, Roco del Amor, Adrin Colomer, Andrs Mosquera-Zamudio, Anas Moscard, Carlos Monteagudo, Zhiming Zhao, Valery Naranjo |
| 2021 | BMVC | Looking at the whole picture: constrained unsupervised anomaly segmentation. | Julio Silva-Rodrguez, Valery Naranjo, Jose Dolz |
| 2020 | ICIP | Glaucoma Detection From Raw Circumpapillary OCT Images Using Fully Convolutional Neural Networks. | Gabriel Garca, Roco del Amor, Adrin Colomer, Valery Naranjo |
| 2020 | ICIP | Gleason Grading of Histology Prostate Images Through Semantic Segmentation via Residual U-Net. | Amartya Kalapahar, Julio Silva-Rodrguez, Adrin Colomer, Fernando Lpez-Mir, Valery Naranjo |
| 2020 | ICIP | Super Gaussian Priors for Blind Color Deconvolution of Histological Images. | Fernando Prez-Bueno, Miguel Vega, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos |
| 2020 | IDEAL | Analysis of Hand-Crafted and Automatic-Learned Features for Glaucoma Detection Through Raw Circumpapillary OCT Images. | Gabriel Garca, Adrin Colomer, Valery Naranjo |
| 2020 | IDEAL | Deep Learning in Aeronautics: Air Traffic Trajectory Classification Based on Weather Reports. | Nstor Jimnez-Campfens, Adrin Colomer, Javier Nez, Juan M. Mogolln, Antonio L. Rodrguez, Valery Naranjo |
| 2020 | IDEAL | Prostate Gland Segmentation in Histology Images via Residual and Multi-resolution U-NET. | Julio Silva-Rodrguez, Elena Pay-Bosch, Gabriel Garca, Adrin Colomer, Valery Naranjo |
| 2019 | IDEAL | Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based Descriptor. | Miguel Lpez-Prez, Adrin Colomer, Mara . Sales, Rafael Molina, Valery Naranjo |
| 2019 | IDEAL | Design and Development of an Automatic Blood Detection System for Capsule Endoscopy Images. | Pedro Pons, Reinier Noorda, Andrea Nevrez, Adrin Colomer, Vicente Pons Beltrn, Valery Naranjo |
| 2018 | ICIP | Granulometry-Based Descriptor for Pathological Tissue Discrimination in Histopathological Images. | ngel E. Esteban, Adrin Colomer, Valery Naranjo, Mara . Sales |
| 2018 | IDEAL | Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models. | Andres Diaz-Pinto, Adrin Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi |
| 2018 | IDEAL | Deep-Learning-Based Classification of Rat OCT Images After Intravitreal Injection of ET-1 for Glaucoma Understanding. | Flix Fuentes-Hurtado, Sandra Morales, Jos Manuel Mossi, Valery Naranjo, Vadim Fedulov, David Woldbye, Kristian Klemp, Marie Torm, Michael Larsen |
| 2018 | IDEAL | Finding the Importance of Facial Features in Social Trait Perception. | Flix Fuentes-Hurtado, Jose Antonio Diego-Mas, Valery Naranjo, Mariano Alcaiz |
| 2018 | IDEAL | Identification of Individual Glandular Regions Using LCWT and Machine Learning Techniques. | Jos Gabriel Garca, Adrin Colomer, Valery Naranjo, Francisco Pearanda, Mara . Sales |
| 2018 | IDEAL | Comparison of Local Analysis Strategies for Exudate Detection in Fundus Images. | Joana Pereira, Adrin Colomer, Valery Naranjo |
| 2018 | IDEAL | Deep Learning-Based Approach for the Semantic Segmentation of Bright Retinal Damage. | Cristiana Silva, Adrin Colomer, Valery Naranjo |
| 2017 | CEC | Evolving Deep Neural Networks architectures for Android malware classification. | Alejandro Martn, Flix Fuentes-Hurtado, Valery Naranjo, David Camacho |
| 2017 | ICIP | Colour normalization of fundus images based on geometric transformations applied to their chromatic histogram. | Adrin Colomer, Valery Naranjo, Jess Angulo |
| 2015 | ICIP | Detection of diabetic retinopathy and age-related macular degeneration from fundus images through local binary patterns and random forests. | Sandra Morales, Kjersti Engan, Valery Naranjo, Adrin Colomer |
| 2015 | IWINAC | Multimodal 3D Registration of Anatomic (MRI) and Functional (fMRI and PET) Intra-patient Images of the Brain. | lvar-Gines Legaz-Aparicio, Rafael Verd Monedero, Jorge Larrey-Ruiz, Fernando Lpez-Mir, Valery Naranjo, ngela Bernabeu |
| 2014 | ICIP | Probability density function of object contours using regional regularized stochastic watershed. | Fernando Lpez-Mir, Valery Naranjo, Sandra Morales, Jess Angulo |
| 2011 | ICIP | Aorta segmentation using the watershed algorithm for an augmented reality system in laparoscopic surgery. | Fernando Lpez-Mir, Valery Naranjo, Jess Angulo, Eliseo Villanueva, Mariano Alcaiz Raya, Susana Lpez-Celada |
| 2011 | ICIP | A new 3D paradigm for metal artifact reduction in dental CT. | Valery Naranjo, Roberto Llorns, Mariano Alcaiz Raya, Rafael Verd Monedero, Jorge Larrey-Ruiz, Juan Morales-Snchez |
| 2009 | HCI | Transcranial Doppler: A Tool for Augmented Cognition in Virtual Environments. | Beatriz Rey, Mariano Alcaiz Raya, Valery Naranjo, Jos Tembl, Vera Parkhutik |
| 2009 | IWINAC | Validation of Fuzzy Connectedness Segmentation for Jaw Tissues. | Roberto Llorns, Valery Naranjo, Miriam Clemente, Mariano Alcaiz Raya, Salvador Albalat |
| 2009 | IWINAC | A New Approach in Metal Artifact Reduction for CT 3D Reconstruction. | Valery Naranjo, Roberto Llorns, Patricia Paniagua, Mariano Alcaiz Raya, Salvador Albalat |
| 2003 | ICIP | Robust motion detector for video surveillance applications. | Antonio Albiol, C. Sandoval, Valery Naranjo, Jos Manuel Mossi |
| 2000 | ICIP | Low Complexity Cut Detection in the Presence of Flicker. | Antonio Albiol, Valery Naranjo, Jess Angulo |
| 2000 | ICIP | Flicker Reduction in Old Films. | Valery Naranjo, Antonio Albiol |
| 2000 | ICPR | Real-Time High Density People Counter Using Morphological Tools. | Antonio Albiol, Valery Naranjo, Inmaculada Mora |