Publications (30)

¹ Publicaciones consideradas como producción de la unidad.

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in the year 2021 Remove filter
filter_list from 2021 to 2021 Computer Vision and Pattern Recognition

2021

  1. A Convolutional Neural Network Framework for Accurate Skin Cancer Detection

    Neural Processing Letters, Vol. 53, Núm. 5, pp. 3073-3093

  2. A New Max-Min Convolutional Network for Hyperspectral Image Classification

    Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing

  3. ADAPTING KERNELS FOR HYPERSPECTRAL IMAGE CLASSIFICATION

    International Geoscience and Remote Sensing Symposium (IGARSS)

  4. Anomalous object detection by active search with PTZ cameras

    Expert Systems with Applications, Vol. 181

  5. Classification of Images as Photographs or Paintings by Using Convolutional Neural Networks

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

  6. Correcting data imbalance for semi-supervised COVID-19 detection using X-ray chest images

    Applied Soft Computing, Vol. 111

  7. Deep Learning for the Detection of Frames of Interest in Fetal Heart Assessment from First Trimester Ultrasound

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

  8. Deep learning-based anomalous object detection system for panoramic cameras managed by a Jetson TX2 board

    Proceedings of the International Joint Conference on Neural Networks

  9. Dynamic selection of classifiers for Content Based Image Retrieval

    Proceedings of the International Joint Conference on Neural Networks

  10. Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images

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

  11. Enhanced transfer learning model by image shifting on a square lattice for skin lesion malignancy assessment

    Proceedings of the International Joint Conference on Neural Networks

  12. Ensemble ellipse fitting by spatial median consensus

    Information Sciences, Vol. 579, pp. 310-324

  13. Evaluation of end-to-end CNN models for palm vein recognition

    Proceedings - International Conference of the Chilean Computer Science Society, SCCC

  14. Evolutionary latent space search for driving human portrait generation

    2021 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2021

  15. GaitCopy: Disentangling appearance for gait recognition by signature copy

    IEEE Access, Vol. 9, pp. 164339-164347

  16. Histopathological image analysis for breast cancer diagnosis by ensembles of convolutional neural networks and genetic algorithms

    Proceedings of the International Joint Conference on Neural Networks

  17. Impact of visual design elements and principles in human electroencephalogram brain activity assessed with spectral methods and convolutional neural networks

    Sensors, Vol. 21, Núm. 14

  18. Improving Uncertainty Estimation with Semi-Supervised Deep Learning for COVID-19 Detection Using Chest X-Ray Images

    IEEE Access, Vol. 9, pp. 85442-85454

  19. Improving Uncertainty Estimations for Mammogram Classification using Semi-Supervised Learning

    Proceedings of the International Joint Conference on Neural Networks

  20. Large-scale palm vein recognition on synthetic datasets

    Proceedings - International Conference of the Chilean Computer Science Society, SCCC