Publikationen, an denen er mitarbeitet IGNACIO ARGANDA CARRERAS (22)

2024

  1. Data and Label Graph Fusion for Semi-supervised Learning: Application to Image Categorization

    IS and T International Symposium on Electronic Imaging Science and Technology

  2. Enhancing MRI brain tumor classification: A comprehensive approach integrating real-life scenario simulation and augmentation techniques

    Physica Medica, Vol. 127

  3. Naturalize Revolution: Unprecedented AI-Driven Precision in Skin Cancer Classification Using Deep Learning

    BioMedInformatics, Vol. 4, Núm. 1, pp. 638-660

2023

  1. Blood Cell Revolution: Unveiling 11 Distinct Types with ‘Naturalize’ Augmentation

    Algorithms, Vol. 16, Núm. 12

  2. White Blood Cell Classification: Convolutional Neural Network (CNN) and Vision Transformer (ViT) under Medical Microscope

    Algorithms, Vol. 16, Núm. 11

2022

  1. A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments

    Sensors, Vol. 22, Núm. 3

  2. Identification and measurement of tropical tuna species in purse seiner catches using computer vision and deep learning

    Ecological Informatics, Vol. 67

2021

  1. Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19

    Journal of Medical Systems, Vol. 45, Núm. 7

  2. Efficient and compact face descriptor for driver drowsiness detection

    Expert Systems with Applications, Vol. 168

2020

  1. Image-based face beauty analysis via graph-based semi-supervised learning

    Multimedia Tools and Applications, Vol. 79, Núm. 3-4, pp. 3005-3030

  2. Robust regression with deep CNNs for facial age estimation: An empirical study

    Expert Systems with Applications, Vol. 141

  3. Toward graph-based semi-supervised face beauty prediction

    Expert Systems with Applications, Vol. 142

  4. Transfer learning and feature fusion for kinship verification

    Neural Computing and Applications, Vol. 32, Núm. 11, pp. 7139-7151

2019

  1. Age estimation in facial images through transfer learning

    Machine Vision and Applications, Vol. 30, Núm. 1, pp. 177-187

  2. Deep Learning based Detection of Hair Loss Levels from Facial Images

    2019 9th International Conference on Image Processing Theory, Tools and Applications, IPTA 2019

  3. Image-based driver drowsiness detection

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

  4. Nonlinear, flexible, semisupervised learning scheme for face beauty scoring

    Journal of Electronic Imaging, Vol. 28, Núm. 4

2018

  1. Driver drowsiness detection in facial images

    2018 8th International Conference on Image Processing Theory, Tools and Applications, IPTA 2018 - Proceedings

  2. Label propagation via kernel flexible manifold embedding

    Semi-Supervised Learning: Background, Applications and Future Directions (Nova Science Publishers, Inc.), pp. 45-66

2017

  1. Comparative study of human age estimation based on hand-crafted and deep face features

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