Publications (70) Publications in which a researcher has participated

filter_list Computer Vision and Pattern Recognition

2024

  1. A study on the suitability of different pooling operators for Convolutional Neural Networks in the prediction of COVID-19 through chest x-ray image analysis

    Expert Systems with Applications, Vol. 235

  2. ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images Using Fuzzy Techniques

    IEEE Transactions on Fuzzy Systems, Vol. 32, Núm. 4, pp. 1915-1926

  3. Enhancing DreamBooth with LoRA for Generating Unlimited Characters with Stable Diffusion

    Proceedings of the International Joint Conference on Neural Networks

  4. Ultrametrics for context-aware comparison of binary images

    Information Fusion, Vol. 103

2023

  1. Generalizing max pooling via (a,b)-grouping functions for Convolutional Neural Networks

    Information Fusion, Vol. 99

  2. Systematic Review of Aggregation Functions Applied to Image Edge Detection

    Axioms, Vol. 12, Núm. 4

  3. VCI-LSTM: Vector Choquet Integral-Based Long Short-Term Memory

    IEEE Transactions on Fuzzy Systems, Vol. 31, Núm. 7, pp. 2238-2250

2022

  1. A Framework for Active Contour Initialization with Application to Liver Segmentation in MRI

    Communications in Computer and Information Science

  2. Content-Aware Image Smoothing Based on Fuzzy Clustering

    Communications in Computer and Information Science

  3. Fuzzy Clustering to Encode Contextual Information in Artistic Image Classification

    Communications in Computer and Information Science

  4. On the Role of Context-Awareness in Binary Image Comparison

    Proceedings of the Annual Hawaii International Conference on System Sciences

  5. Super-Resolution of Sentinel-2 Images Using a Spectral Attention Mechanism

    Remote Sensing, Vol. 14, Núm. 12

  6. Verification system based on long-range iris and Graph Siamese Neural Networks

    ACM International Conference Proceeding Series

  7. ℱ-homogeneous functions and a generalization of directional monotonicity

    International Journal of Intelligent Systems, Vol. 37, Núm. 9, pp. 5949-5970

2021

  1. A survey on matching strategies for boundary image comparison and evaluation

    Pattern Recognition, Vol. 115

  2. Deep learning defenses against adversarial examples for dynamic risk assessment

    Advances in Intelligent Systems and Computing

  3. Enhancing LSTM for sequential image classification by modifying data aggregation

    International Conference on Electrical, Computer, and Energy Technologies, ICECET 2021

  4. Gated Local Adaptive Binarization using Supervised Learning

    CEUR Workshop Proceedings

  5. Neuro-inspired edge feature fusion using Choquet integrals

    Information Sciences, Vol. 581, pp. 740-754

  6. Non-linear scale-space based on fuzzy contrast enhancement: Theoretical results

    Fuzzy Sets and Systems, Vol. 421, pp. 133-157