Valery Naranjo

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 126

Top Venues

CoRR

EUSIPCO

Comput. Methods Programs Biomed.

ICIP

Publications

Jose A. Belloch, Raul Coronado, Óscar Valls, Rocío del Amor, German Leon, Valery Naranjo, Manuel F. Dolz, Adrian Amor-Martin, Gema Piñero
Urban sound classification using neural networks on embedded FPGAs. J. Supercomput. 80 (9) (2024)
Pablo Meseguer, Rocío del Amor, Valery Naranjo
MICIL: Multiple-Instance Class-Incremental Learning for skin cancer whole slide images. Artif. Intell. Medicine 152 (2024)
Saul Fuster, Farbod Khoraminia, Julio Silva-Rodríguez, Umay Kiraz, Geert J. L. H. van Leenders, Trygve Eftestøl, Valery Naranjo, Emiel A. M. Janssen, Tahlita C. M. Zuiverloon, Kjersti Engan
Self-Contrastive Weakly Supervised Learning Framework for Prognostic Prediction Using Whole Slide Images. CoRR (2024)
Claudio Fernandez-Martín, Adrián Colomer, Claudio Panariello, Valery Naranjo
Choosing only the best voice imitators: Top-K many-to-many voice conversion with StarGAN. Speech Commun. 156 (2024)
Claudio Fernandez-Martín, Julio Silva-Rodríguez, Umay Kiraz, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo
Uninformed Teacher-Student for hard-samples distillation in weakly supervised mitosis localization. Comput. Medical Imaging Graph. 112 (2024)
Rocío del Amor, Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
Attention to detail: inter-resolution knowledge distillation. CoRR (2024)
Lucía Gómez-Zaragozá, Óscar Valls, Rocío del Amor, María José Castro Bleda, Valery Naranjo, Mariano Alcañiz Raya, Javier Marín-Morales
Speech emotion recognition from voice messages recorded in the wild. CoRR (2024)
Zahra Tabatabaei, Adrián Colomer, Javier Oliver Moll, Valery Naranjo
Siamese Content-based Search Engine for a More Transparent Skin and Breast Cancer Diagnosis through Histological Imaging. CoRR (2024)
Zahra Tabatabaei, Adrián Colomer, Kjersti Engan, Javier Oliver, Valery Naranjo
Self-supervised learning of a tailored Convolutional Auto Encoder for histopathological prostate grading. CoRR (2023)
I. Martin, Fran Pastor-Naranjo, Félix Fuentes-Hurtado, Jose A. Belloch, Luis Antonio Azpicueta-Ruiz, Valery Naranjo, Gema Piñero
Predicting Room Impulse Responses Through Encoder-Decoder Convolutional Neural Networks. MLSP (2023)
Zahra Tabatabaei, Adrián Colomer, Javier Oliver Moll, Valery Naranjo
Towards More Transparent and Accurate Cancer Diagnosis with an Unsupervised CAE Approach. CoRR (2023)
Rocío del Amor, Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
Attention to Detail: Inter-Resolution Knowledge Distillation. EUSIPCO (2023)
Rocío del Amor, Julio Silva-Rodríguez, Valery Naranjo
Labeling confidence for uncertainty-aware histology image classification. Comput. Medical Imaging Graph. 107 (2023)
Cristian Camilo Pulgarín-Ospina, Rocío del Amor, Adrián Colomer, Julio Silva-Rodríguez, Valery Naranjo
HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration. CoRR (2023)
Zahra Tabatabaei, Adrián Colomer, Kjersti Engan, Javier Oliver, Valery Naranjo
Self-supervised learning of a tailored Convolutional Auto Encoder for histopathological prostate grading. EUSIPCO (2023)
Alejandro Golfe, Rocío del Amor, Adrián Colomer, María Á. Sales, Liria Terradez, Valery Naranjo
ProGleason-GAN: Conditional progressive growing GAN for prostatic cancer Gleason grade patch synthesis. Comput. Methods Programs Biomed. 240 (2023)
Zahra Tabatabaei, Yuandou Wang, Adrián Colomer, Javier Oliver Moll, Zhiming Zhao, Valery Naranjo
WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval. CoRR (2023)
Zahra Tabatabaei, Adrián Colomer, Javier Oliver Moll, Valery Naranjo
Toward More Transparent and Accurate Cancer Diagnosis With an Unsupervised CAE Approach. IEEE Access 11 (2023)
Rocío del Amor, Jose Pérez-Cano, Miguel López-Pérez, Liria Terradez, José Aneiros-Fernández, Sandra Morales, Javier Mateos, Rafael Molina, Valery Naranjo
Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset. Artif. Intell. Medicine 145 (2023)
Alejandro Golfe, Rocío del Amor, Adrián Colomer, María Á. Sales, Liria Terradez, Valery Naranjo
Towards the On-Demand Whole Slide Image Generation: Prostate Patch Synthesis Through a Conditional Progressive Growing GAN. EUSIPCO (2023)
N. P. García-de-la-Puente, Félix Fuentes-Hurtado, Laura Fuster, Valery Naranjo, Gema Piñero
Deep Learning Models for Gunshot Detection in the Albufera Natural Park. EUSIPCO (2023)
N. P. García-de-la-Puente, Rocío del Amor, Fernando García-Torres, Adrián Colomer, Valery Naranjo
Unsupervised Defect Detection for Infrastructure Inspection. IDEAL (2023)
Julio Silva-Rodríguez, Valery Naranjo, Jose Dolz
Constrained unsupervised anomaly segmentation. CoRR (2022)
Rocío del Amor, Adrián Colomer, Carlos Monteagudo, Valery Naranjo
A deep embedded refined clustering approach for breast cancer distinction based on DNA methylation. Neural Comput. Appl. 34 (13) (2022)
Fran Pastor-Naranjo, Rocío del Amor, Julio Silva-Rodríguez, Miguel Ferrer, Gema Piñero, Valery Naranjo
Conditional Generative Adversarial Networks for Acoustic Echo Cancellation. EUSIPCO (2022)
Julio Silva-Rodríguez, Valery Naranjo, Jose Dolz
Constrained unsupervised anomaly segmentation. Medical Image Anal. 80 (2022)
Rocío del Amor, Pablo Meseguer, Tommaso Lorenzo Parigi, Vincenzo Villanacci, Adrián Colomer, Laëtitia Launet, Alina Bazarova, Gian Eugenio Tontini, Raf Bisschops, Gert de Hertogh, Jose G. Ferraz, Martin Götz, Xianyong Gui, Bu'Hussain Hayee, Mark Lazarev, Remo Panaccione, Adolfo Parra-Blanco, Pradeep Bhandari, Luca Pastorelli, Timo Rath, Elin Synnøve Røyset, Michael Vieth, Davide Zardo, Enrico Grisan, Subrata Ghosh, Marietta Iacucci, Valery Naranjo
Constrained multiple instance learning for ulcerative colitis prediction using histological images. Comput. Methods Programs Biomed. 224 (2022)
Laëtitia Launet, Adrián Colomer, Andrés Mosquera-Zamudio, Anaïs Moscardó, Carlos Monteagudo, Valery Naranjo
A Self-Training Weakly-Supervised Framework for Pathologist-Like Histopathological Image Analysis. ICIP (2022)
Rocío del Amor, Adrián Colomer, Sandra Morales, Cristian Pulgarín-Ospina, Liria Terradez, José Aneiros-Fernández, Valery Naranjo
A Self-Contrastive Learning Framework for Skin Cancer Detection Using Histological Images. ICIP (2022)
Julio Silva-Rodríguez, Pablo Salvador, Valery Naranjo, Ricardo Insa
Supervised contrastive learning-guided prototypes on axle-box accelerations for railway crossing inspections. Expert Syst. Appl. 207 (2022)
Claudio Fernandez-Martín, Umay Kiraz, Julio Silva-Rodríguez, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo
Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid Localization. IDEAL (2022)
Elena Payá-Bosch, Lorena Bori, Adrián Colomer, Marcos Meseguer, Valery Naranjo
Automatic characterization of human embryos at day 4 post-insemination from time-lapse imaging using supervised contrastive learning and inductive transfer learning techniques. Comput. Methods Programs Biomed. 221 (2022)
Laëtitia Launet, Rocío del Amor, Adrián Colomer, Andrés Mosquera-Zamudio, Anaïs Moscardó, Carlos Monteagudo, Zhiming Zhao, Valery Naranjo
Federating Unlabeled Samples: A Semi-supervised Collaborative Framework for Whole Slide Image Analysis. IDEAL (2022)
Zahra Tabatabaei, Adrián Colomer, Kjersti Engan, Javier Oliver, Valery Naranjo
Residual block Convolutional Auto Encoder in Content-Based Medical Image Retrieval. IVMSP (2022)
Josep Zaragoza-Paredes, Javier Naranjo-Alcazar, Valery Naranjo, Pedro Zuccarello
DCASE 2022: Comparative Analysis Of CNNs For Acoustic Scene Classification Under Low-Complexity Considerations. CoRR (2022)
Jesús Cantero, Adrián Colomer, Laëtitia Launet, Alexandre Duchevet, Théo de la Hogue, Jean-Paul Imbert, Valery Naranjo
Go-Around Prediction in Non-Stabilized Approach Scenarios Through a Regression Machine-Learning Model Trained from Pilots' Expertise. IDEAL (2022)
Arne Schmidt, Julio Silva-Rodríguez, Rafael Molina, Valery Naranjo
Efficient Cancer Classification by Coupling Semi Supervised and Multiple Instance Learning. IEEE Access 10 (2022)
Rocío del Amor, Francisco Javier Curieses, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo
Multi-Resolution Framework For Spitzoid Neoplasm Classification Using Histological Data. IVMSP (2022)
Elisa Ramírez, Rocío del Amor, Gabriel García, Valery Naranjo
Glaucoma Grading VIA Mean Defect Back Propagation From OCT Images. EUSIPCO (2022)
Julio Silva-Rodríguez, Arne Schmidt, María Á. Sales, Rafael Molina, Valery Naranjo
Proportion constrained weakly supervised histopathology image classification. Comput. Biol. Medicine 147 (2022)
Claudio Fernandez-Martín, Umay Kiraz, Julio Silva-Rodríguez, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo
Challenging mitosis detection algorithms: Global labels allow centroid localization. CoRR (2022)
Julio Silva-Rodríguez, Adrián Colomer, José Dolz, Valery Naranjo
Self-learning for weakly supervised Gleason grading of local patterns. CoRR (2021)
Sandra Morales, Kjersti Engan, Valery Naranjo
Artificial intelligence in computational pathology - challenges and future directions. Digit. Signal Process. 119 (2021)
Gabriel García, Anna Esteve, Adrián Colomer, David Ramos, Valery Naranjo
A Novel Self-Learning Framework for Bladder Cancer Grading Using Histopathological Images. CoRR (2021)
Fernando Pérez-Bueno, Miguel Vega, María Á. Sales, José Aneiros-Fernández, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
Blind color deconvolution, normalization, and classification of histological images using general super Gaussian priors and Bayesian inference. Comput. Methods Programs Biomed. 211 (2021)
Gabriel García, Rocío del Amor, Adrián Colomer, Rafael Verdú Monedero, Juan Morales-Sánchez, Valery Naranjo
Circumpapillary OCT-Focused Hybrid Learning for Glaucoma Grading Using Tailored Prototypical Neural Networks. CoRR (2021)
Julio Silva-Rodríguez, Manuel F. Dolz, M. Ferrer, Adrián Castelló, Valery Naranjo, G. Piñero
Acoustic Echo Cancellation using Residual U-Nets. CoRR (2021)
Julio Silva-Rodríguez, Adrián Colomer, Jose Dolz, Valery Naranjo
Self-Learning for Weakly Supervised Gleason Grading of Local Patterns. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Gabriel García, Adrián Colomer, Rafael Verdú Monedero, José Dolz, Valery Naranjo
A self-training framework for glaucoma grading in OCT B-scans. CoRR (2021)
Julio Silva-Rodríguez, Valery Naranjo, Jose Dolz
Looking at the whole picture: constrained unsupervised anomaly segmentation. CoRR (2021)
Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology Images. CoRR (2021)
Gabriel García, Adrián Colomer, Valery Naranjo
Glaucoma Detection from Raw SD-OCT Volumes: A Novel Approach Focused on Spatial Dependencies. Comput. Methods Programs Biomed. 200 (2021)
Rafael Berenguer-Vidal, Rafael Verdú Monedero, Juan Morales-Sánchez, Inmaculada Sellés-Navarro, Rocío del Amor, Gabriel García, Valery Naranjo
Automatic Segmentation of the Retinal Nerve Fiber Layer by Means of Mathematical Morphology and Deformable Models in 2D Optical Coherence Tomography Imaging. Sensors 21 (23) (2021)
Rocío del Amor, Adrián Colomer, Carlos Monteagudo, María José Garzón, José Luis García-Giménez, Valery Naranjo
A Deep Embedded Framework for Spitzoid Neoplasm Classification Using DNA Methylation Data. EUSIPCO (2021)
Marta Saiz-Vivó, Adrián Colomer, Carles Fonfría, Luis Martí-Bonmatí, Valery Naranjo
Supervised Domain Adaptation for Automated Semantic Segmentation of the Atrial Cavity. Entropy 23 (7) (2021)
Gabriel García, Anna Esteve, Adrián Colomer, David Ramos, Valery Naranjo
A novel self-learning framework for bladder cancer grading using histopathological images. Comput. Biol. Medicine 138 (2021)
Rocío del Amor, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo
An attention-based weakly supervised framework for spitzoid melanocytic lesion diagnosis in whole slide images. Artif. Intell. Medicine 121 (2021)
Gabriel García, Rocío del Amor, Adrián Colomer, Rafael Verdú Monedero, Juan Morales-Sánchez, Valery Naranjo
Circumpapillary OCT-focused hybrid learning for glaucoma grading using tailored prototypical neural networks. Artif. Intell. Medicine 118 (2021)
Sandra Morales, Adrián Colomer, José Manuel Mossi, Rocío del Amor, David Woldbye, Kristian Klemp, Michael Larsen, Valery Naranjo
Retinal layer segmentation in rodent OCT images: Local intensity profiles & fully convolutional neural networks. Comput. Methods Programs Biomed. 198 (2021)
Rocío del Amor, Adrián Colomer, Carlos Monteagudo, Valery Naranjo
A Deep Embedded Refined Clustering Approach for Breast Cancer Distinction based on DNA Methylation. CoRR (2021)
Gabriel García, Adrián Colomer, Rafael Verdú Monedero, Jose Dolz, Valery Naranjo
A Self-Training Framework for Glaucoma Grading In OCT B-Scans. EUSIPCO (2021)
Julio Silva-Rodríguez, Elena Payá-Bosch, Gabriel García, Adrián Colomer, Valery Naranjo
Prostate Gland Segmentation in Histology Images via Residual and Multi-Resolution U-Net. CoRR (2021)
Julio Silva-Rodríguez, Valery Naranjo, Jose Dolz
Looking at the whole picture: constrained unsupervised anomaly segmentation. BMVC (2021)
Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
WeGleNet: A weakly-supervised convolutional neural network for the semantic segmentation of Gleason grades in prostate histology images. Comput. Medical Imaging Graph. 88 (2021)
Rocío del Amor, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo
An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI. CoRR (2021)
Julio Silva-Rodríguez, Adrián Colomer, María Á. Sales, Rafael Molina, Valery Naranjo
Going Deeper through the Gleason Scoring Scale: An Automatic end-to-end System for Histology Prostate Grading and Cribriform Pattern Detection. CoRR (2021)
Julio Silva-Rodríguez, Adrián Colomer, María Á. Sales, Rafael Molina, Valery Naranjo
Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection. Comput. Methods Programs Biomed. 195 (2020)
Fernando Pérez-Bueno, Miguel Vega, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
Super Gaussian Priors for Blind Color Deconvolution of Histological Images. ICIP (2020)
Amartya Kalapahar, Julio Silva-Rodríguez, Adrián Colomer, Fernando López-Mir, Valery Naranjo
Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-Net. CoRR (2020)
Adrián Colomer, Jorge Igual, Valery Naranjo
Detection of Early Signs of Diabetic Retinopathy Based on Textural and Morphological Information in Fundus Images. Sensors 20 (4) (2020)
Néstor Jiménez-Campfens, Adrián Colomer, Javier Núñez, Juan M. Mogollón, Antonio L. Rodríguez, Valery Naranjo
Deep Learning in Aeronautics: Air Traffic Trajectory Classification Based on Weather Reports. IDEAL (2) (2020)
Fernando Pérez-Bueno, Miguel López-Pérez, Miguel Vega, Javier Mateos, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
A TV-based image processing framework for blind color deconvolution and classification of histological images. Digit. Signal Process. 101 (2020)
Amartya Kalapahar, Julio Silva-Rodríguez, Adrián Colomer, Fernando López-Mir, Valery Naranjo
Gleason Grading of Histology Prostate Images Through Semantic Segmentation via Residual U-Net. ICIP (2020)
Neeraj Kumar, Ruchika Verma, Deepak Anand, Yanning Zhou, Omer Fahri Onder, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng, Jiahui Li, Zhiqiang Hu, Yunzhi Wang, Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajeddin, Ali Gooya, Nasir M. Rajpoot, Xuhua Ren, Sihang Zhou, Qian Wang, Dinggang Shen, Cheng-Kun Yang, Chi-Hung Weng, Wei-Hsiang Yu, Chao-Yuan Yeh, Shuang Yang, Shuoyu Xu, Pak-Hei Yeung, Peng Sun, Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, Rupert Ecker, Örjan Smedby, Chunliang Wang, Benjamin Chidester, That-Vinh Ton, Minh-Triet Tran, Jian Ma, Minh N. Do, Simon Graham, Quoc Dang Vu, Jin Tae Kwak, Akshaykumar Gunda, Raviteja Chunduri, Corey Hu, Xiaoyang Zhou, Dariush Lotfi, Reza Safdari, Antanas Kascenas, Alison O'Neil, Dennis Eschweiler, Johannes Stegmaier, Yanping Cui, Baocai Yin, Kailin Chen, Xinmei Tian, Philipp Grüning, Erhardt Barth, Elad Arbel, Itay Remer, Amir Ben-Dor, Ekaterina Sirazitdinova, Matthias Kohl, Stefan Braunewell, Yuexiang Li, Xinpeng Xie, Linlin Shen, Jun Ma, Krishanu Das Baksi, Mohammad Azam Khan, Jaegul Choo, Adrián Colomer, Valery Naranjo, Linmin Pei, Khan M. Iftekharuddin, Kaushiki Roy, Debotosh Bhattacharjee, Aníbal Pedraza, Maria Gloria Bueno, Sabarinathan Devanathan, Saravanan Radhakrishnan, Praveen Koduganty, Zihan Wu, Guanyu Cai, Xiaojie Liu, Yuqin Wang, Amit Sethi
A Multi-Organ Nucleus Segmentation Challenge. IEEE Trans. Medical Imaging 39 (5) (2020)
Julio Silva-Rodríguez, Elena Payá-Bosch, Gabriel García, Adrián Colomer, Valery Naranjo
Prostate Gland Segmentation in Histology Images via Residual and Multi-resolution U-NET. IDEAL (1) (2020)
Fernando Pérez-Bueno, Miguel Vega, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
Fully Automatic Blind Color Deconvolution of Histological Images Using Super Gaussians. EUSIPCO (2020)
Gabriel García, Adrián Colomer, Valery Naranjo
Analysis of Hand-Crafted and Automatic-Learned Features for Glaucoma Detection Through Raw Circumpapillary OCT Images. IDEAL (2) (2020)
Gabriel García, Rocío del Amor, Adrián Colomer, Valery Naranjo
Glaucoma Detection From Raw Circumpapillary OCT Images Using Fully Convolutional Neural Networks. ICIP (2020)
Gabriel García, Rocío del Amor, Adrián Colomer, Valery Naranjo
Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks. CoRR (2020)
Jarle Urdal, Kjersti Engan, Trygve Eftestøl, Valery Naranjo, Ingunn Anda Haug, Anita Yeconia, Hussein Kidanto, Hege Ersdal
Automatic identification of stimulation activities during newborn resuscitation using ECG and accelerometer signals. Comput. Methods Programs Biomed. 193 (2020)
José Ignacio Orlando, Huazhu Fu, João Barbosa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, Joonho Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Hrvoje Bogunovic
REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs. Medical Image Anal. 59 (2020)
Julio Silva-Rodríguez, Adrián Colomer, Marcos Meseguer, Valery Naranjo
Predicting the Success of Blastocyst Implantation from Morphokinetic Parameters Estimated through CNNs and Sum of Absolute Differences. EUSIPCO (2019)
José Gabriel García, Adrián Colomer, Valery Naranjo
First-Stage Prostate Cancer Identification on Histopathological Images: Hand-Driven versus Automatic Learning. Entropy 21 (4) (2019)
Ángel E. Esteban, Miguel López-Pérez, Adrián Colomer, María Á. Sales, Rafael Molina, Valery Naranjo
A new optical density granulometry-based descriptor for the classification of prostate histological images using shallow and deep Gaussian processes. Comput. Methods Programs Biomed. 178 (2019)
José Ignacio Orlando, Huazhu Fu, João Barbosa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, Joonho Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Apoorva Sikka, Jaemin Son, Anton van den Hengel, Shujun Wang, Junyan Wu, Zifeng Wu, Guanghui Xu, Yong-Li Xu, Pengshuai Yin, Fei Li, Xiulan Zhang, Yanwu Xu, Hrvoje Bogunovic
REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs. CoRR (2019)
Miguel López-Pérez, Adrián Colomer, María Á. Sales, Rafael Molina, Valery Naranjo
Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based Descriptor. IDEAL (1) (2019)
Félix Fuentes-Hurtado, Valery Naranjo, Jose Antonio Diego-Mas, Mariano Alcañiz
A hybrid method for accurate iris segmentation on at-a-distance visible-wavelength images. EURASIP J. Image Video Process. 2019 (2019)
Rocío del Amor, Sandra Morales, Adrián Colomer, José Manuel Mossi, David Woldbye, Kristian Klemp, Michael Larsen, Valery Naranjo
Towards Automatic Glaucoma Assessment: An Encoder-decoder CNN for Retinal Layer Segmentation in Rodent OCT images. EUSIPCO (2019)
Pedro Pons, Reinier Noorda, Andrea Nevárez, Adrián Colomer, Vicente Pons Beltrán, Valery Naranjo
Design and Development of an Automatic Blood Detection System for Capsule Endoscopy Images. IDEAL (2) (2019)
José Gabriel García, Adrián Colomer, Fernando López-Mir, José Manuel Mossi, Valery Naranjo
Computer Aid-System to Identify the First Stage of Prostate Cancer Through Deep-Learning Techniques. EUSIPCO (2019)
Reinier Noorda, Andrea Nevárez, Adrián Colomer, Valery Naranjo, Vicente Pons Beltrán
Automatic Detection of Intestinal Content to Evaluate Visibility in Capsule Endoscopy. ISMICT (2019)
Andres Diaz-Pinto, Sandra Morales, Valery Naranjo, Amparo Navea
Computer-Aided Glaucoma Diagnosis Using Stochastic Watershed Transformation on Single Fundus Images. J. Medical Imaging Health Informatics 9 (6) (2019)
Andres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi
Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment. IEEE Trans. Medical Imaging 38 (9) (2019)
Ángel E. Esteban, Adrián Colomer, Valery Naranjo, María Á. Sales
Granulometry-Based Descriptor for Pathological Tissue Discrimination in Histopathological Images. ICIP (2018)
Adrián Colomer, Valery Naranjo, Thomas Janvier, José Manuel Mossi
Evaluation of fractal dimension effectiveness for damage detection in retinal background. J. Comput. Appl. Math. 337 (2018)
Francisco Peñaranda, Valery Naranjo, Gavin Rhys Lloyd, Lena Kastl, Björn Kemper, Juergen Schnekenburger, Jayakrupakar Nallala, Nicholas Stone
Discrimination of skin cancer cells using Fourier transform infrared spectroscopy. Comput. Biol. Medicine 100 (2018)
Alejandro Martín, Raúl Lara-Cabrera, Félix Fuentes-Hurtado, Valery Naranjo, David Camacho
EvoDeep: A new evolutionary approach for automatic Deep Neural Networks parametrisation. J. Parallel Distributed Comput. 117 (2018)
Félix Fuentes-Hurtado, Jose Antonio Diego-Mas, Valery Naranjo, Mariano Alcañiz
Finding the Importance of Facial Features in Social Trait Perception. IDEAL (1) (2018)
Félix Fuentes-Hurtado, Sandra Morales, José Manuel Mossi, Valery Naranjo, Vadim Fedulov, David Woldbye, Kristian Klemp, Marie Torm, Michael Larsen
Deep-Learning-Based Classification of Rat OCT Images After Intravitreal Injection of ET-1 for Glaucoma Understanding. IDEAL (1) (2018)
Félix Fuentes-Hurtado, Jose Antonio Diego-Mas, Valery Naranjo, Mariano Alcañiz
Evolutionary Computation for Modelling Social Traits in Realistic Looking Synthetic Faces. Complex. 2018 (2018)

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Valery Naranjo