Valery Naranjo
Orcid: 0000-0002-0181-3412
According to our database1,
Valery Naranjo
authored at least 154 papers
between 1997 and 2024.
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Bibliography
2024
Choosing only the best voice imitators: Top-K many-to-many voice conversion with StarGAN.
Speech Commun., January, 2024
Emotional Voice Messages (EMOVOME) database: emotion recognition in spontaneous voice messages.
CoRR, 2024
Siamese Content-based Search Engine for a More Transparent Skin and Breast Cancer Diagnosis through Histological Imaging.
CoRR, 2024
2023
Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset.
Artif. Intell. Medicine, November, 2023
ProGleason-GAN: Conditional progressive growing GAN for prostatic cancer Gleason grade patch synthesis.
Comput. Methods Programs Biomed., October, 2023
HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration.
CoRR, 2023
Towards More Transparent and Accurate Cancer Diagnosis with an Unsupervised CAE Approach.
CoRR, 2023
Comput. Medical Imaging Graph., 2023
Toward More Transparent and Accurate Cancer Diagnosis With an Unsupervised CAE Approach.
IEEE Access, 2023
Predicting Room Impulse Responses Through Encoder-Decoder Convolutional Neural Networks.
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023
Self-supervised learning of a tailored Convolutional Auto Encoder for histopathological prostate grading.
Proceedings of the 31st European Signal Processing Conference, 2023
Towards the On-Demand Whole Slide Image Generation: Prostate Patch Synthesis Through a Conditional Progressive Growing GAN.
Proceedings of the 31st European Signal Processing Conference, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
2022
A deep embedded refined clustering approach for breast cancer distinction based on DNA methylation.
Neural Comput. Appl., 2022
Supervised contrastive learning-guided prototypes on axle-box accelerations for railway crossing inspections.
Expert Syst. Appl., 2022
DCASE 2022: Comparative Analysis Of CNNs For Acoustic Scene Classification Under Low-Complexity Considerations.
CoRR, 2022
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., 2022
Constrained multiple instance learning for ulcerative colitis prediction using histological images.
Comput. Methods Programs Biomed., 2022
Comput. Biol. Medicine, 2022
Efficient Cancer Classification by Coupling Semi Supervised and Multiple Instance Learning.
IEEE Access, 2022
CADIA: A Success Story in Breast Cancer Diagnosis with Digital Pathology and AI Image Analysis.
Proceedings of the Applications of Medical Artificial Intelligence, 2022
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022
Multi-Resolution Framework For Spitzoid Neoplasm Classification Using Histological Data.
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022
Federating Unlabeled Samples: A Semi-supervised Collaborative Framework for Whole Slide Image Analysis.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022
Go-Around Prediction in Non-Stabilized Approach Scenarios Through a Regression Machine-Learning Model Trained from Pilots' Expertise.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022
A Self-Training Weakly-Supervised Framework for Pathologist-Like Histopathological Image Analysis.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
A Self-Contrastive Learning Framework for Skin Cancer Detection Using Histological Images.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
2021
IEEE J. Biomed. Health Informatics, 2021
Automatic Segmentation of the Retinal Nerve Fiber Layer by Means of Mathematical Morphology and Deformable Models in 2D Optical Coherence Tomography Imaging.
Sensors, 2021
Supervised Domain Adaptation for Automated Semantic Segmentation of the Atrial Cavity.
Entropy, 2021
Artificial intelligence in computational pathology - challenges and future directions.
Digit. Signal Process., 2021
An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI.
CoRR, 2021
Blind color deconvolution, normalization, and classification of histological images using general super Gaussian priors and Bayesian inference.
Comput. Methods Programs Biomed., 2021
Retinal layer segmentation in rodent OCT images: Local intensity profiles & fully convolutional neural networks.
Comput. Methods Programs Biomed., 2021
Glaucoma Detection from Raw SD-OCT Volumes: A Novel Approach Focused on Spatial Dependencies.
Comput. Methods Programs Biomed., 2021
WeGleNet: A weakly-supervised convolutional neural network for the semantic segmentation of Gleason grades in prostate histology images.
Comput. Medical Imaging Graph., 2021
A novel self-learning framework for bladder cancer grading using histopathological images.
Comput. Biol. Medicine, 2021
Circumpapillary OCT-focused hybrid learning for glaucoma grading using tailored prototypical neural networks.
Artif. Intell. Medicine, 2021
An attention-based weakly supervised framework for spitzoid melanocytic lesion diagnosis in whole slide images.
Artif. Intell. Medicine, 2021
A Deep Embedded Framework for Spitzoid Neoplasm Classification Using DNA Methylation Data.
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
2020
Detection of Early Signs of Diabetic Retinopathy Based on Textural and Morphological Information in Fundus Images.
Sensors, 2020
REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs.
Medical Image Anal., 2020
A TV-based image processing framework for blind color deconvolution and classification of histological images.
Digit. Signal Process., 2020
Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks.
CoRR, 2020
Automatic identification of stimulation activities during newborn resuscitation using ECG and accelerometer signals.
Comput. Methods Programs Biomed., 2020
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., 2020
Prostate Gland Segmentation in Histology Images via Residual and Multi-resolution U-NET.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020
Deep Learning in Aeronautics: Air Traffic Trajectory Classification Based on Weather Reports.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020
Analysis of Hand-Crafted and Automatic-Learned Features for Glaucoma Detection Through Raw Circumpapillary OCT Images.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Gleason Grading of Histology Prostate Images Through Semantic Segmentation via Residual U-Net.
Proceedings of the IEEE International Conference on Image Processing, 2020
Glaucoma Detection From Raw Circumpapillary OCT Images Using Fully Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Image Processing, 2020
Fully Automatic Blind Color Deconvolution of Histological Images Using Super Gaussians.
Proceedings of the 28th European Signal Processing Conference, 2020
2019
IEEE Trans. Medical Imaging, 2019
Computer-Aided Glaucoma Diagnosis Using Stochastic Watershed Transformation on Single Fundus Images.
J. Medical Imaging Health Informatics, 2019
First-Stage Prostate Cancer Identification on Histopathological Images: Hand-Driven versus Automatic Learning.
Entropy, 2019
A hybrid method for accurate iris segmentation on at-a-distance visible-wavelength images.
EURASIP J. Image Video Process., 2019
REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs.
CoRR, 2019
A new optical density granulometry-based descriptor for the classification of prostate histological images using shallow and deep Gaussian processes.
Comput. Methods Programs Biomed., 2019
Automatic Detection of Intestinal Content to Evaluate Visibility in Capsule Endoscopy.
Proceedings of the 13th International Symposium on Medical Information and Communication Technology, 2019
Design and Development of an Automatic Blood Detection System for Capsule Endoscopy Images.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019
Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based Descriptor.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019
Predicting the Success of Blastocyst Implantation from Morphokinetic Parameters Estimated through CNNs and Sum of Absolute Differences.
Proceedings of the 27th European Signal Processing Conference, 2019
Computer Aid-System to Identify the First Stage of Prostate Cancer Through Deep-Learning Techniques.
Proceedings of the 27th European Signal Processing Conference, 2019
Towards Automatic Glaucoma Assessment: An Encoder-decoder CNN for Retinal Layer Segmentation in Rodent OCT images.
Proceedings of the 27th European Signal Processing Conference, 2019
2018
EvoDeep: A new evolutionary approach for automatic Deep Neural Networks parametrisation.
J. Parallel Distributed Comput., 2018
Evaluation of fractal dimension effectiveness for damage detection in retinal background.
J. Comput. Appl. Math., 2018
Evolutionary Computation for Modelling Social Traits in Realistic Looking Synthetic Faces.
Complex., 2018
Comput. Biol. Medicine, 2018
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Identification of Individual Glandular Regions Using LCWT and Machine Learning Techniques.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Deep-Learning-Based Classification of Rat OCT Images After Intravitreal Injection of ET-1 for Glaucoma Understanding.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Granulometry-Based Descriptor for Pathological Tissue Discrimination in Histopathological Images.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
IEEE J. Biomed. Health Informatics, 2017
Retinal network characterization through fundus image processing: Significant point identification on vessel centerline.
Signal Process. Image Commun., 2017
Signal Process. Image Commun., 2017
Efficient Variational Approach to Multimodal Registration of Anatomical and Functional Intra-Patient Tumorous Brain Data.
Int. J. Neural Syst., 2017
Multimodal registration of optical microscopic and infrared spectroscopic images from different tissue sections: An application to colon cancer.
Digit. Signal Process., 2017
BRAIM: A computer-aided diagnosis system for neurodegenerative diseases and brain lesion monitoring from volumetric analyses.
Comput. Methods Programs Biomed., 2017
Colour normalization of fundus images based on geometric transformations applied to their chromatic histogram.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
A Comparison of Physiological Signal Analysis Techniques and Classifiers for Automatic Emotional Evaluation of Audiovisual Contents.
Frontiers Comput. Neurosci., 2016
Multivariate classification of fourier transform infrared hyperspectral images of skin cancer cells.
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
2015
Tracking Systems for Virtual Rehabilitation: Objective Performance<i> vs.</i> Subjective Experience. A Practical Scenario.
Sensors, 2015
Multimodal 3D Registration of Anatomic (MRI) and Functional (fMRI and PET) Intra-patient Images of the Brain.
Proceedings of the Artificial Computation in Biology and Medicine, 2015
Proceedings of the 2015 International Conference on Image Processing Theory, 2015
Retinal vessel inpainting using recursive least square dictionary learning algorithm.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015
Detection of diabetic retinopathy and age-related macular degeneration from fundus images through local binary patterns and random forests.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
New Spectral Representation and Dissimilarity Measures Assessment for FTIR-spectra using Unsupervised Classification.
Proceedings of the BIOSIGNALS 2015, 2015
Determination of Bifurcation Angles of the Retinal Vascular Tree through Multiple Orientation Estimation based on Regularized Morphological Openings.
Proceedings of the BIOSIGNALS 2015, 2015
Segmentation of LG Enhanced Cardiac MRI .
Proceedings of the BIOIMAGING 2015, 2015
Brain Activity Quantification for Sport Audiovisual Content Visualization using EEG.
Proceedings of the BIOSIGNALS 2015, 2015
2014
Computer-Aided Diagnosis Software for Hypertensive Risk Determination Through Fundus Image Processing.
IEEE J. Biomed. Health Informatics, 2014
Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study.
Medical Image Anal., 2014
Comput. Methods Programs Biomed., 2014
Probability density function of object contours using regional regularized stochastic watershed.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
Design, development and implementation of semi-automated CINE MR images segmentation pipeline using feature extraction and active contours.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
IEEE Trans. Medical Imaging, 2013
Liver Segmentation on CT Images. A Fast Computational Method Based on 3D Morphology and a Statistical Filter.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013
Automatic Segmentation of the Epicardium in Late Gadolinium Enhanced Cardiac MR Images.
Proceedings of the Computing in Cardiology, 2013
2012
Comparative Study With New Accuracy Metrics for Target Volume Contouring in PET Image Guided Radiation Therapy.
IEEE Trans. Medical Imaging, 2012
Jaw tissues segmentation in dental 3D CT images using fuzzy-connectedness and morphological processing.
Comput. Methods Programs Biomed., 2012
MRI Skin Segmentation for the Virtual Deformation of the Breast under Mammographic Compression.
Proceedings of the Medicine Meets Virtual Reality 19 - NextMed, 2012
Efficient image registration for the analysis of different phases of contrast-enhanced liver CT data.
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Segmentation and Analysis of Retinal Vascular Tree from Fundus Images Processing.
Proceedings of the BIOSIGNALS 2012, 2012
Multivoxel MR Spectroscopy Tool for Brain Cancer Detection in Neuronavigation - Performance.
Proceedings of the BIODEVICES 2012 - Proceedings of the International Conference on Biomedical Electronics and Devices, Vilamoura, Algarve, Portugal, 1, 2012
1-D Mathematical Morphology for Water Removal in 1H MR Spectroscopy Tool.
Proceedings of the BIOSIGNALS 2012, 2012
2011
Removing interference components in time-frequency representations using morphological operators.
J. Vis. Commun. Image Represent., 2011
Comput. Methods Programs Biomed., 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Aorta segmentation using the watershed algorithm for an augmented reality system in laparoscopic surgery.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Augmented Reality System for Keyhole Surgery - Performance and Accuracy Validation.
Proceedings of the GRAPP 2011, 2011
2010
IEEE Trans. Circuits Syst. Video Technol., 2010
Geometrical Feature Extraction from Ultrasonic Time Frequency Responses: An Application to Nondestructive Testing of Materials.
EURASIP J. Adv. Signal Process., 2010
MIRACLE: A CAD/CAM System for the Manufacture of Dental Surgical Splints.
Proceedings of the BIODEVICES 2010, 2010
FC-based Segmentation of Jaw Tissues.
Proceedings of the BIOSIGNALS 2010, 2010
2009
Transcranial Doppler: a Non-Invasive Tool for Monitoring Brain Activity in Virtual Reality Therapy.
Proceedings of the Annual Review of Cybertherapy and Telemedicine 2009, 2009
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009
2008
Geometrical feature extraction from ultrasonic time frequency images: An application to nondestructive testing of materials.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2006
Signal Process. Image Commun., 2006
Proceedings of the 14th European Signal Processing Conference, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
2003
Proceedings of the 2003 International Conference on Image Processing, 2003
2001
IEEE Trans. Intell. Transp. Syst., 2001
2000
Proceedings of the 2000 International Conference on Image Processing, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
1997
Digit. Signal Process., 1997