Publications (18)

¹ Publicaciones consideradas como producción de la unidad.

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in the year 2020 Remove filter
filter_list from 2020 to 2020 Computer Vision and Pattern Recognition

2020

  1. Adaptive estimation of optimal color transformations for deep convolutional network based homography estimation

    Proceedings - International Conference on Pattern Recognition

  2. Aggregation of Convolutional Neural Network Estimations of Homographies by Color Transformations of the Inputs

    IEEE Access, Vol. 8, pp. 79552-79560

  3. Content based image retrieval by ensembles of deep learning object classifiers

    Integrated Computer-Aided Engineering, Vol. 27, Núm. 3, pp. 317-331

  4. DEEP AUTOENCODER ARCHITECTURES FOR FOREGROUND OBJECT DETECTION IN VIDEO SEQUENCES BASED ON PROBABILISTIC MIXTURE MODELS

    2020 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)

  5. Dealing with scarce labelled data: Semi-supervised deep learning with mix match for Covid-19 detection using chest X-ray images

    Proceedings - International Conference on Pattern Recognition

  6. Deep Autoencoder Architectures for Foreground Object Detection in Video Sequences Based on Probabilistic Mixture Models

    Proceedings - International Conference on Image Processing, ICIP

  7. Deep learning-based video surveillance system managed by low cost hardware and panoramic cameras

    Integrated Computer-Aided Engineering, Vol. 27, Núm. 4, pp. 373-387

  8. Exploratory Data Analysis and Foreground Detection with the Growing Hierarchical Neural Forest

    Neural Processing Letters, Vol. 52, Núm. 3, pp. 2537-2563

  9. Foreground detection by ensembles of random polygonal tilings

    Expert Systems with Applications, Vol. 161

  10. Foreground detection by probabilistic mixture models using semantic information from deep networks

    Frontiers in Artificial Intelligence and Applications

  11. ILGaCo: Incremental learning of gait covariate factors

    IJCB 2020 - IEEE/IAPR International Joint Conference on Biometrics

  12. Image Clustering Using a Growing Neural Gas with Forbidden Regions

    Proceedings of the International Joint Conference on Neural Networks

  13. Multimodal feature fusion for CNN-based gait recognition: an empirical comparison

    Neural Computing and Applications, Vol. 32, Núm. 17, pp. 14173-14193

  14. Multiobjective optimization of deep neural networks with combinations of Lp-norm cost functions for 3D medical image super-resolution

    Integrated Computer-Aided Engineering, Vol. 27, Núm. 3, pp. 233-251

  15. Rotation equivariant convolutional neural networks for hyperspectral image classification

    IEEE Access, Vol. 8, pp. 179575-179591

  16. Super-Resolution of 3D MRI Corrupted by Heavy Noise with the Median Filter Transform

    Proceedings - International Conference on Image Processing, ICIP

  17. The effect of downsampling–upsampling strategy on foreground detection algorithms

    Artificial Intelligence Review, Vol. 53, Núm. 7, pp. 4935-4965

  18. The effect of image enhancement algorithms on convolutional neural networks

    Proceedings - International Conference on Pattern Recognition