Publications by the researcher in collaboration with PAU CLIMENT PÉREZ (9)

2024

  1. Automatic Identification of Fish Species and Their Farmed or Wild Origin by Computer Vision and Deep Learning

    Lecture Notes in Networks and Systems

  2. Simultaneous, vision-based fish instance segmentation, species classification and size regression

    PeerJ Computer Science, Vol. 10

2023

  1. A Modified Loss Function Approach for Instance Segmentation Improvement and Application in Fish Markets

    Lecture Notes in Networks and Systems

  2. Automatic Fish Size Estimation from Uncalibrated Fish Market Images Using Computer Vision and Deep Learning

    Lecture Notes in Networks and Systems

  3. Tallado automático de especies de peces en lonja mediante visión por computador y deep learning

    XIII Reunión del Foro Científico sobre la Pesca Española en el Mediterráneo: La Ràpita, septiembre 2022

2022

  1. A Non-Invasive Approach for Total Cholesterol Level Prediction Using Machine Learning

    IEEE Access, Vol. 10, pp. 58566-58577

  2. Efficient instance segmentation using deep learning for species identification in fish markets

    Proceedings of the International Joint Conference on Neural Networks

  3. The DeepFish computer vision dataset for fish instance segmentation, classification, and size estimation

    Scientific Data

  4. The Gloria2 fish farm escapes identification dataset (v1.0)

    Zenodo