José Rouco - RankMe

72 papers A 3B 10C 2Misc 4Journal 34Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Unsupervised Deep Learning-based Keypoint Localization Estimating Descriptor Matching Performance. CoRR David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
2025	J	`jnl`	Unsupervised training of keypoint-agnostic descriptors for flexible retinal image registration. CoRR David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
2024	J	`jnl`	ConKeD++ - Improving descriptor learning for retinal image registration: A comprehensive study of contrastive losses. CoRR David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
2024	J	`jnl`	ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration. CoRR David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
2024	J	`jnl`	ConKeD: multiview contrastive descriptor learning for keypoint-based retinal image registration. Medical Biol. Eng. Comput. David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
2024	J	`jnl`	Explainable artificial intelligence for the automated assessment of the retinal vascular tortuosity. Medical Biol. Eng. Comput. Álvaro S. Hervella, Lucía Ramos, José Rouco, Jorge Novo, Marcos Ortega
2024	J	`jnl`	Multi-Adaptive Optimization for multi-task learning with deep neural networks. Neural Networks Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2024	A	`conf`	Recurrent Task Specialization Network for Segmentation-aided Vascular Landmarks Detection in Retinal Images. ECAI Álvaro S. Hervella, José Rouco, Jorge Novo, Clara I. Sánchez, Marcos Ortega
2023	J	`jnl`	Context encoder transfer learning approaches for retinal image analysis. Comput. Biol. Medicine Daniel I. Morís, Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2023	J	`jnl`	Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning. Comput. Methods Programs Biomed. José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
2022	J	`jnl`	Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans. Comput. Biol. Medicine Kristen M. Meiburger, Francesco Marzola, Guillaume Zahnd, Francesco Faita, Christos P. Loizou, Nolann Lainé, Catarina Carvalho, David A. Steinman, Lorenzo Gibello, Rosa Maria Bruno, Ricarda Clarenbach, Martina Francesconi, Andrew Nicolaides, Hervé Liebgott, Aurélio Campilho, Reza Ghotbi, Efthyvoulos Kyriacou, Nassir Navab, Maura Griffin, Andrie G. Panayiotou, Rachele Gherardini, Gianfranco Varetto, Elisabetta Bianchini, Constantinos S. Pattichis, Lorenzo Ghiadoni, José Rouco, Maciej Orkisz, Filippo Molinari
2022	J	`jnl`	Color fundus image registration using a learning-based domain-specific landmark detection methodology. Comput. Biol. Medicine David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
2022	—	`conf`	Deep Features-Based Approaches for Phytoplankton Classification in Microscopy Images. EUROCAST David Rivas-Villar, José Morano, José Rouco, Manuel G. Penedo, Jorge Novo
2022	—	`conf`	Deep learning-based detection of domain-specific retinal landmarks for color fundus image registration. XoveTIC David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
2022	J	`jnl`	End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images. Appl. Soft Comput. Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2022	J	`jnl`	Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using optical coherence tomography images. Pattern Anal. Appl. Joaquim de Moura, Plácido L. Vidal, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
2022	—	`conf`	Impact of Increased Centerline Weight on the Joint Segmentation and Classification of Arteries and Veins in Color Fundus Images. EUROCAST José Morano, David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
2022	—	`conf`	Improving AMD Diagnosis by the Simultaneous Identification of Associated Retinal Lesions. ICIAP (1) José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
2022	J	`jnl`	Improving AMD diagnosis by the simultaneous identification of associated retinal lesions. CoRR José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
2022	J	`jnl`	Multimodal image encoding pre-training for diabetic retinopathy grading. Comput. Biol. Medicine Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2022	J	`jnl`	Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images. Inf. Fusion Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2022	J	`jnl`	Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images. CoRR José Morano, Álvaro S. Hervella, Jorge Novo, José Rouco
2022	J	`jnl`	Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning. CoRR José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
2022	—	`conf`	Web-based platform for the automatic analysis and visualization of vascular diagnostic markers in ophthalmological images. XoveTIC José Morano, Álvaro S. Hervella, Jorge Novo, José Rouco
2021	B	`conf`	Context encoder self-supervised approaches for eye fundus analysis. IJCNN Daniel I. Morís, Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2021	J	`jnl`	Fully automatic detection and classification of phytoplankton specimens in digital microscopy images. Comput. Methods Programs Biomed. David Rivas-Villar, José Rouco, Rafael Carballeira, Manuel G. Penedo, Jorge Novo
2021	J	`jnl`	Self-supervised multimodal reconstruction pre-training for retinal computer-aided diagnosis. Expert Syst. Appl. Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2021	J	`jnl`	Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images. Artif. Intell. Medicine José Morano, Álvaro S. Hervella, Jorge Novo, José Rouco
2020	J	`jnl`	Automatic Detection of Freshwater Phytoplankton Specimens in Conventional Microscopy Images. Sensors David Rivas-Villar, José Rouco, Manuel G. Penedo, Rafael Carballeira, Jorge Novo
2020	J	`jnl`	Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images. Comput. Methods Programs Biomed. Álvaro S. Hervella, José Rouco, Jorge Novo, Manuel G. Penedo, Marcos Ortega
2020	J	`jnl`	Intraretinal Fluid Pattern Characterization in Optical Coherence Tomography Images. Sensors Joaquim de Moura, Plácido L. Vidal, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
2020	J	`jnl`	Learning the retinal anatomy from scarce annotated data using self-supervised multimodal reconstruction. Appl. Soft Comput. Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2020	Misc	`conf`	Multi-Modal Self-Supervised Pre-Training for Joint Optic Disc and Cup Segmentation in Eye Fundus Images. ICASSP Álvaro S. Hervella, Lucía Ramos, José Rouco, Jorge Novo, Marcos Ortega
2020	A	`conf`	Multimodal Transfer Learning-Based Approaches for Retinal Vascular Segmentation. ECAI José Morano, Álvaro S. Hervella, Noelia Barreira, Jorge Novo, José Rouco
2020	J	`jnl`	Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation. CoRR José Morano, Álvaro S. Hervella, Noelia Barreira, Jorge Novo, José Rouco
2020	J	`jnl`	Self-supervised multimodal reconstruction of retinal images over paired datasets. Expert Syst. Appl. Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2019	A	`conf`	An end-to-end deep learning approach for simultaneous background modeling and subtraction. BMVC Víctor Manuel Mondéjar-Guerra, José Rouco, Jorge Novo, Marcos Ortega
2019	J	`jnl`	Artery/Vein Vessel Tree Identification in Near-Infrared Reflectance Retinographies. J. Digit. Imaging Joaquim de Moura, Jorge Novo, José Rouco, Pablo Charlón, Marcos Ortega
2019	—	`conf`	Automatic ECG Screening as a Supporting Tool on a Telemedicine Framework. EUROCAST (2) Víctor Manuel Mondéjar-Guerra, Jorge Novo, José Rouco, Marcos Ortega, Manuel G. Penedo
2019	B	`conf`	Blind-spot network for image anomaly detection: A new approach to diabetic retinopathy screening. ESANN Shaon Sutradhar, José Rouco, Marcos Ortega
2019	B	`conf`	Deep Multimodal Reconstruction of Retinal Images Using Paired or Unpaired Data. IJCNN Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2019	J	`jnl`	Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers. Biomed. Signal Process. Control. Víctor Manuel Mondéjar-Guerra, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
2019	—	`conf`	Impact of the Circular Region of Interest on the Performance of Multimodal Reconstruction of Retinal Images. EUROCAST (2) Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2019	B	`conf`	Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal Data. IJCNN Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2019	—	`conf`	Unsupervised Anomaly Map for Image-Based Screening. EUROCAST (2) Shaon Sutradhar, José Rouco, Marcos Ortega
2018	B	`conf`	A robust anisotropic edge detection method for carotid ultrasound image processing. KES José Rouco, Catarina B. Carvalho, Ana Domingues, Elsa Azevedo, Aurélio Campilho
2018	B	`conf`	Multi-expert analysis and validation of objective vascular tortuosity measurements. KES Lucía Ramos, Jorge Novo, José Rouco, S. Romeo, M. D. Álvarez, Marcos Ortega
2018	J	`jnl`	Multimodal Registration of Retinal Images Using Domain-Specific Landmarks and Vessel Enhancement. CoRR Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2018	B	`conf`	Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement. KES Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2018	—	`conf`	Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction. MICCAI (1) Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2017	—	`conf`	Automatic Detection of Blood Vessels in Retinal OCT Images. IWINAC (2) Joaquim de Moura, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
2017	B	`conf`	Automatic Identification of Intraretinal Cystoid Regions in Optical Coherence Tomography. AIME Joaquim de Moura, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
2017	B	`conf`	Automatic vessel detection by means of brightness profile characterization in OCT images. KES Joaquim de Moura, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
2017	—	`conf`	Feature Definition and Selection for Epiretinal Membrane Characterization in Optical Coherence Tomography Images. ICIAP (2) Sergio Baamonde, Joaquim de Moura, Jorge Novo, José Rouco, Marcos Ortega
2017	B	`conf`	Feature definition, analysis and selection for cystoid region characterization in Optical Coherence Tomography. KES Joaquim de Moura, Plácido L. Vidal, Jorge Novo, José Rouco, Marcos Ortega
2016	J	`jnl`	Automatic Lumen Detection on Longitudinal Ultrasound B-Mode Images of the Carotid Using Phase Symmetry. Sensors José Rouco, Elsa Azevedo, Aurélio Campilho
2015	—	`conf`	Optical Flow Based Approach for Automatic Cardiac Cycle Estimation in Ultrasound Images of the Carotid. ICIAR Teresa Araujo, Guilherme Aresta, José Rouco, Carmen Ferreira, Elsa Azevedo, Aurélio J. C. Campilho
2014	—	`conf`	On the Automatic Normalization of Plaque Regions in Ultrasound Images of the Carotid. ICIAR (2) José Rouco, Jorge Novo, Aurélio J. C. Campilho
2014	—	`conf`	Reliable Lung Segmentation Methodology by Including Juxtapleural Nodules. ICIAR (2) Jorge Novo, José Rouco, Ana Maria Mendonça, Aurélio J. C. Campilho
2013	Misc	`conf`	Robust common carotid artery lumen detection in B-mode ultrasound images using local phase symmetry. ICASSP José Rouco, Aurélio J. C. Campilho
2011	J	`jnl`	Automatic detection and characterisation of retinal vessel tree bifurcations and crossovers in eye fundus images. Comput. Methods Programs Biomed. David Calvo, Marcos Ortega, Manuel G. Penedo, José Rouco
2010	—	`conf`	Color Video Segmentation by Dissimilarity Based on Edges. HAIS (2) Lucía Ramos, Jorge Novo, José Rouco, Antonio Mosquera González, Manuel G. Penedo
2009	C	`conf`	Characterisation of Feature Points in Eye Fundus Images. CIARP David Calvo, Marcos Ortega, Manuel G. Penedo, José Rouco
2009	Misc	`conf`	Characterisation of Retinal Feature Points Applied to a Biometric System. ICIAP David Calvo, Marcos Ortega, Manuel G. Penedo, José Rouco, Beatriz Remeseiro
2009	J	`jnl`	Personal verification based on extraction and characterisation of retinal feature points. J. Vis. Lang. Comput. Marcos Ortega, Manuel G. Penedo, José Rouco, Noelia Barreira, María J. Carreira
2009	J	`jnl`	Retinal Verification Using a Feature Points-Based Biometric Pattern. EURASIP J. Adv. Signal Process. Marcos Ortega, Manuel G. Penedo, José Rouco, Noelia Barreira, María J. Carreira
2009	Misc	`conf`	Texture Description in Local Scale Using Texton Histograms with Universal Dictionary. DICTA José Rouco, Manuel G. Penedo, Marcos Ortega, Antonio Mosquera González
2009	—	`conf`	Vascular Landmark Detection in Retinal Images. EUROCAST Marcos Ortega, José Rouco, Jorge Novo, Manuel G. Penedo
2008	—	`conf`	Handling Topological Changes in the Topological Active Volumes Model. ICIAR Noelia Barreira, Manuel G. Penedo, Carmen Alonso-Montes, José Rouco
2008	—	`conf`	On the Improvement of the Topological Active Volumes Model - A Tetrahedral Approach. VISAPP (1) Noelia Barreira, Manuel G. Penedo, Marcos Ortega, José Rouco
2007	C	`conf`	Certainty Measure of Pairwise Line Segment Perceptual Relations Using Fuzzy Logic. CIARP José Rouco, Marta Penas, Manuel G. Penedo, Marcos Ortega, Carmen Alonso-Montes
2005	—	`conf`	Conversion into Three-Dimensional Implicit Surface Representation from IbPRIA (1) José Rouco, Noelia Barreira, Manuel G. Penedo, Xosé M. Pardo