Publications (47) JUAN MARIO HAUT HURTADO publications

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2022

  1. A New 3D Convolution Network for Hyperspectral Unmixing

    International Geoscience and Remote Sensing Symposium (IGARSS)

  2. A New Deep Convolutional Network for Effective Hyperspectral Unmixing

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 15, pp. 6999-7012

  3. Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation

    International Geoscience and Remote Sensing Symposium (IGARSS)

  4. Bi-Dimensional Vector Data Analysis of Positional Accuracy of Landsat-8 Image with Pycircularstats

    International Geoscience and Remote Sensing Symposium (IGARSS)

  5. Deep Attention-Driven HSI Scene Classification Based on Inverted Dot-Product

    International Geoscience and Remote Sensing Symposium (IGARSS)

  6. Efficient Semantic Segmentation of Hyperspectral Images Using Adaptable Rectangular Convolution

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

  7. Endmember Estimation from Hyperspectral Images Using Geometric Distances

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

  8. Fast Orthogonal Projection for Hyperspectral Unmixing

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  9. GPU-Friendly Neural Networks for Remote Sensing Scene Classification

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

  10. Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  11. Heterogeneous gradient computing optimization for scalable deep neural networks

    Journal of Supercomputing, Vol. 78, Núm. 11, pp. 13455-13469

  12. Hyperspectral Anomaly Detection With Relaxed Collaborative Representation

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  13. Multiple Attention-Guided Capsule Networks for Hyperspectral Image Classification

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  14. On Training Set Selection in Spatial Deep Learning

    Springer Optimization and Its Applications (Springer), pp. 327-339

  15. Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data Classification

    International Geoscience and Remote Sensing Symposium (IGARSS)

  16. PyCircularStats: A Python-Based Tool for Remote Sensing Circular Statistics and Graphical Analysis

    International Geoscience and Remote Sensing Symposium (IGARSS)

  17. Remote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous Computing

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

  18. 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

2021

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

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

  2. A recommendation system for electronic health records in the context of the HOPE project

    Proceedings - IEEE Symposium on Computer-Based Medical Systems