Color fundus image registration using a learning-based domain-specific landmark detection methodology D Rivas-Villar, ÁS Hervella, J Rouco, J Novo Computers in Biology and Medicine 140, 105101, 2022 | 26 | 2022 |
Fully automatic detection and classification of phytoplankton specimens in digital microscopy images D Rivas-Villar, J Rouco, R Carballeira, MG Penedo, J Novo Computer Methods and Programs in Biomedicine 200, 105923, 2021 | 21 | 2021 |
Automatic detection of freshwater phytoplankton specimens in conventional microscopy images D Rivas-Villar, J Rouco, MG Penedo, R Carballeira, J Novo Sensors 20 (22), 6704, 2020 | 8 | 2020 |
Joint keypoint detection and description network for color fundus image registration D Rivas-Villar, ÁS Hervella, J Rouco, J Novo Quantitative Imaging in Medicine and Surgery 13 (7), 4540, 2023 | 7 | 2023 |
Phytoplankton detection and recognition in freshwater digital microscopy images using deep learning object detectors J Figueroa, D Rivas-Villar, J Rouco, J Novo Heliyon 10 (3), 2024 | 4 | 2024 |
Automated inter-device 3D OCT image registration using deep learning and retinal layer segmentation D Rivas-Villar, AR Motschi, M Pircher, CK Hitzenberger, M Schranz, ... Biomedical Optics Express 14 (7), 3726-3747, 2023 | 4 | 2023 |
ConKeD: multiview contrastive descriptor learning for keypoint-based retinal image registration D Rivas-Villar, ÁS Hervella, J Rouco, J Novo Medical & biological engineering & computing 62 (12), 3721-3736, 2024 | 2 | 2024 |
Impact of Increased Centerline Weight on the Joint Segmentation and Classification of Arteries and Veins in Color Fundus Images J Morano, D Rivas-Villar, ÁS Hervella, J Rouco, J Novo International Conference on Computer Aided Systems Theory, 435-443, 2022 | 1 | 2022 |
Deep features-based approaches for phytoplankton classification in microscopy images D Rivas-Villar, J Morano, J Rouco, MG Penedo, J Novo International Conference on Computer Aided Systems Theory, 419-426, 2022 | 1 | 2022 |
ConKeD++--Improving descriptor learning for retinal image registration: A comprehensive study of contrastive losses D Rivas-Villar, ÁS Hervella, J Rouco, J Novo arXiv preprint arXiv:2404.16773, 2024 | | 2024 |
FMPD-Freshwater Microscopy Phytoplankton Dataset D Rivas-Villar, J Figueroa, R Carballeira, J Rouco, J Novo FMPD-Freshwater Microscopy Phytoplankton Dataset, 2024 | | 2024 |
Deep learning-based detection of domain-specific retinal landmarks for color fundus image registration D Rivas-Villar, AS Hervella, J Rouco, J Novo Proceedings of V XoveTIC Conference. XoveTIC 30, 143-145, 2022 | | 2022 |
Automatic Pipeline for Detection and Classification of Phytoplankton Specimens in Digital Microscopy Images of Freshwater Samples D Rivas-Villar, J Rouco, R Carballeira, MG Penedo, J Novo Engineering Proceedings 7 (01), 9, 2021 | | 2021 |
Automatic system for the detection and recognition of phytoplankton in digital microscope imaging D Rivas-Villar | | 2019 |