Publications (16)

¹ Publicaciones consideradas como producción de la unidad.

View referenced research data.

in the year 2022 Remove filter
filter_list from 2022 to 2022 Computer Vision and Pattern Recognition

2022

  1. A comparison of Generative Adversarial Networks for image super-resolution

    Proceedings - 2022 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2022

  2. CNN-based Model for Gender and Age Classification based on Palm Vein Images

    2022 12th International Conference on Pattern Recognition Systems, ICPRS 2022

  3. Coevolutionary generative adversarial networks for medical image augumentation at scale

    GECCO 2022 - Proceedings of the 2022 Genetic and Evolutionary Computation Conference

  4. Detection of Plant Diseases Based On Convolutional Neural Network Approach: a Review

    2022 14th International Conference on Electronics, Computers and Artificial Intelligence, ECAI 2022

  5. Encoding Generative Adversarial Networks for Defense Against Image Classification Attacks

    Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence: 9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 – June 3, 2022, Proceedings, Part II (Springer Suiza), pp. 163-172

  6. Encoding Generative Adversarial Networks for Defense Against Image Classification Attacks

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

  7. Enhanced Image Segmentation by a Novel Test Time Augmentation and Super-Resolution

    Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence: 9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 – June 3, 2022, Proceedings, Part II (Springer Suiza), pp. 153-162

  8. Enhanced Image Segmentation by a Novel Test Time Augmentation and Super-Resolution

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

  9. Feature Density as an Uncertainty Estimator Method in the Binary Classification Mammography Images Task for a Supervised Deep Learning Model

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

  10. GAN-Based Data Augmentation for Prediction Improvement Using Gene Expression Data in Cancer

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

  11. Improved detection of small objects in road network sequences using CNN and super resolution

    Expert Systems, Vol. 39, Núm. 2

  12. Moving object detection in noisy video sequences using deep convolutional disentangled representations

    Proceedings - International Conference on Image Processing, ICIP

  13. Multi-target evolutionary latent space search of a generative adversarial network for human face generation

    GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference

  14. On Using Perceptual Loss within the U-Net Architecture for the Semantic Inpainting of Textile Artefacts with Traditional Motifs

    Proceedings - 2022 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2022

  15. On the Use of Explainable Artificial Intelligence for the Differential Diagnosis of Pigmented Skin Lesions

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

  16. Separable Attention Network in Single- And Mixed-Precision Floating Point for Land-Cover Classification of Remote Sensing Images

    IEEE Geoscience and Remote Sensing Letters, Vol. 19