Publications by the researcher in collaboration with Gloria Bueno García (12)

2022

  1. Diatom Life Cycle Dataset

    figshare

  2. Diatom Life Cycle Dataset

    figshare

  3. Diffeomorphic transforms for data augmentation of highly variable shape and texture objects

    Computer Methods and Programs in Biomedicine, Vol. 219

  4. Multi-exposure microscopic image fusion-based detail enhancement algorithm

    Ultramicroscopy, Vol. 236

2021

  1. Nonsubsampled contourlet transform based tone-mapping operator to optimize the dynamic range of diatom shells

    Microscopy Research and Technique, Vol. 84, Núm. 9, pp. 2034-2045

2020

  1. A low-cost automated digital microscopy platform for automatic identification of diatoms

    Applied Sciences (Switzerland), Vol. 10, Núm. 17

2019

  1. Deep Learning Versus Classic Methods for Multi-taxon Diatom Segmentation

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

2018

  1. Lights and pitfalls of convolutional neural networks for diatom identification

    Proceedings of SPIE - The International Society for Optical Engineering

  2. Low-cost oblique illumination: An image quality assessment

    Journal of Biomedical Optics, Vol. 23, Núm. 1

  3. Oblique illumination in microscopy: A quantitative evaluation

    Micron, Vol. 105, pp. 47-54

2017

  1. Automated diatom classification (Part A): Handcrafted feature approaches

    Applied Sciences (Switzerland), Vol. 7, Núm. 8

  2. Automated diatom classification (Part B): A deep learning approach

    Applied Sciences (Switzerland), Vol. 7, Núm. 5