Automatic Detection of Freshwater Phytoplankton Specimens in Conventional Microscopy Images. - David Rivas-Villar; José Rouco; Manuel G. Penedo; Rafael Carballeira; Jorge Novo (Sensors, 2020)

Fully automatic detection and classification of phytoplankton specimens in digital microscopy images. - David Rivas-Villar; José Rouco; Rafael Carballeira; Manuel G. Penedo; Jorge Novo (Comput. Methods Programs Biomed., 2021)

Impact of Increased Centerline Weight on the Joint Segmentation and Classification of Arteries and Veins in Color Fundus Images. - José Morano; David Rivas-Villar; Álvaro S. Hervella; José Rouco; Jorge Novo (EUROCAST, 2022)

Deep Features-Based Approaches for Phytoplankton Classification in Microscopy Images. - David Rivas-Villar; José Morano; José Rouco; Manuel G. Penedo; Jorge Novo (EUROCAST, 2022)

Deep learning-based detection of domain-specific retinal landmarks for color fundus image registration. - David Rivas-Villar; Álvaro S. Hervella; José Rouco; Jorge Novo (XoveTIC, 2022)

Color fundus image registration using a learning-based domain-specific landmark detection methodology. - David Rivas-Villar; Álvaro S. Hervella; José Rouco; Jorge Novo (Comput. Biol. Medicine, 2022)

ConKeD++ - Improving descriptor learning for retinal image registration: A comprehensive study of contrastive losses. - David Rivas-Villar; Álvaro S. Hervella; José Rouco; Jorge Novo (CoRR, 2024)

ConKeD: multiview contrastive descriptor learning for keypoint-based retinal image registration. - David Rivas-Villar; Álvaro S. Hervella; José Rouco; Jorge Novo (Medical Biol. Eng. Comput., 2024)

Unsupervised Deep Learning-based Keypoint Localization Estimating Descriptor Matching Performance. - David Rivas-Villar; Álvaro S. Hervella; José Rouco; Jorge Novo (CoRR, 2025)

Unsupervised training of keypoint-agnostic descriptors for flexible retinal image registration. - David Rivas-Villar; Álvaro S. Hervella; José Rouco; Jorge Novo (CoRR, 2025)