David Rivas-Villar

11 papers Journal 8Unranked 3

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
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	—	`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
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
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