Remote Sensing Image Processing

Type Start End
Internal Jan 2010 Jun 2021
Responsible URL
Ferran Marqués / Philippe Salembier / Xavier Giró

Publications

Salgueiro L, Marcello J, Vilaplana V. SEG-ESRGAN: A multi-task network for super-resolution and semantic segmentation of remote sensing images. Remote Sensing. 2022 ;14(22).
Salgueiro L. Super-resolution and semantic segmentation of remote sensing images using deep learning techniques Vilaplana V, Marcello J. Signal Theory and Communications Department. 2022 ;PhD.
Salgueiro L, Marcello J, Vilaplana V. Single-image super-resolution of Sentinel-2 low resolution bands with residual dense convolutional neural networks. Remote Sensing. 2021 ;13(24):5007.
Abadal S, Salgueiro L, Marcello J, Vilaplana V. A Dual Network for Super-Resolution and Semantic Segmentation of Sentinel-2 imagery. Remote Sensing. 2021 ;13(22):4547.
Mañas O, Lacoste A, Giró-i-Nieto X, Vazquez D, Rodríguez P. Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data. In: International Conference in Computer Vision (ICCV). International Conference in Computer Vision (ICCV). Virtual: IEEE/CVF; 2021. (1.79 MB)
Moliner E, Salgueiro L, Vilaplana V. Weakly Supervised Semantic Segmentation for Remote Sensing Hyperspectral Imaging. In: International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020). International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020). ; 2020.
Salgueiro L, Marcello J, Vilaplana V. Super-Resolution of Sentinel-2 Imagery Using Generative Adversarial Networks. Remote Sensing. 2020 ;12(15).
Salgueiro L, Marcello J, Vilaplana V. Comparative study of upsampling methods for super-resolution in remote sensing. In: International Conference on Machine Vision. International Conference on Machine Vision. ; 2019.
Salembier P, Liesegang S, López-Martínez C. Ship Detection in SAR Images Based on Maxtree Representation and Graph Signal Processing. IEEE Transactions on Geoscience and Remote Sensing. 2019 ;57(5):2709 - 2724. (5.5 MB)
Salembier P. Processing Radar Images with Hierarchical Region-Based Representations and Graph Signal Processing Tools. In: Workshop on Digital Topology and Mathematical Morphology associated to the 21st IAPR International Conference on Discrete Geometry for Computer Imagery, Keynote speech. Workshop on Digital Topology and Mathematical Morphology associated to the 21st IAPR International Conference on Discrete Geometry for Computer Imagery, Keynote speech. Paris, France; 2019. (7.98 MB)

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