Publicacións (10) Publicacións de David Rivas Villar

2024

  1. ConKeD: multiview contrastive descriptor learning for keypoint-based retinal image registration

    Medical and Biological Engineering and Computing

  2. Phytoplankton detection and recognition in freshwater digital microscopy images using deep learning object detectors

    Heliyon, Vol. 10, Núm. 3

2023

  1. Automated inter-device 3D OCT image registration using deep learning and retinal layer segmentation

    Biomedical Optics Express, Vol. 14, Núm. 7, pp. 3726-3747

  2. Joint keypoint detection and description network for color fundus image registration

    Quantitative Imaging in Medicine and Surgery, Vol. 13, Núm. 7, pp. 4540-4562

2022

  1. Color fundus image registration using a learning-based domain-specific landmark detection methodology

    Computers in Biology and Medicine, Vol. 140

  2. Deep Features-Based Approaches for Phytoplankton Classification in Microscopy Images

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Impact of Increased Centerline Weight on the Joint Segmentation and Classification of Arteries and Veins in Color Fundus Images

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2021

  1. Automatic Pipeline for Detection and Classification of Phytoplankton Specimens in Digital Microscopy Images of Freshwater Samples †

    Engineering Proceedings, Vol. 7, Núm. 1

  2. Fully automatic detection and classification of phytoplankton specimens in digital microscopy images

    Computer Methods and Programs in Biomedicine, Vol. 200

2020

  1. Automatic detection of freshwater phytoplankton specimens in conventional microscopy images

    Sensors (Switzerland), Vol. 20, Núm. 22, pp. 1-18