Prof. Dora Blanco Heras Profile

Prof. Dora Blanco Heras

at Univ de Santiago de Compostela

SPIE Involvement:

Author

Publications (6)

Proceedings Article | 12 September 2021 Presentation + Paper

A new data augmentation technique for the CNN-based classification of hyperspectral imagery

Álvaro Acción Montes, Dora B. Heras, Francisco Argüello

Proceedings Volume 11862, 118620J (2021) https://doi.org/10.1117/12.2599876

KEYWORDS: Image segmentation, Image classification, Hyperspectral imaging, Data modeling, Sensors, Vegetation, Spatial resolution, Remote sensing, Image processing, Feature extraction, Convolutional neural networks

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Proceedings Article | 20 September 2020 Presentation + Paper

Exploring the MSER-based hyperspectral remote sensing image registration

Álvaro Ordóñez, Dora Heras, Francisco Argüello

Proceedings Volume 11533, 115330E (2020) https://doi.org/10.1117/12.2574200

KEYWORDS: Image registration, Hyperspectral imaging, Remote sensing, Sensors, Image sensors, Spatial resolution, Optical sensors, Imaging systems, Spectroscopy

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Proceedings Article | 21 October 2019 Paper

Texture-based analysis of hydrographical basins with multispectral imagery

Pedro Bascoy, Alberto Garea, Dora Heras, Francisco Argüello, Alvaro Ordóñez

Proceedings Volume 11149, 111490Q (2019) https://doi.org/10.1117/12.2532760

KEYWORDS: Vegetation, Image segmentation, Image classification, Unmanned aerial vehicles, Data modeling, Multispectral imaging, Sensors, Remote sensing, Composites, Feature extraction

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Proceedings Article | 9 October 2018 Paper

Multiclass change detection for multidimensional images in the presence of noise

Javier López-Fandiño, Dora Heras, Francisco Argüello

Proceedings Volume 10792, 1079204 (2018) https://doi.org/10.1117/12.2325363

KEYWORDS: Binary data, Remote sensing, Image fusion, Speckle, Interference (communication), Image processing, Principal component analysis, Image segmentation, Signal to noise ratio, Sensors

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Proceedings Article | 5 October 2017 Paper

Wavelet-based multicomponent denoising on GPU to improve the classification of hyperspectral images

Pablo Quesada-Barriuso, Dora Heras, Francisco Argüello, J. C. Mouriño

Proceedings Volume 10430, 104300C (2017) https://doi.org/10.1117/12.2277960

KEYWORDS: Denoising, Image classification, Wavelets, Remote sensing, Hyperspectral imaging, Discrete wavelet transforms, Digital filtering, Image segmentation, Image enhancement, Feature extraction

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Proceedings Article | 18 October 2016 Paper

Exploring the impact of wavelet-based denoising in the classification of remote sensing hyperspectral images

Pablo Quesada-Barriuso, Dora B. Heras, Francisco Argüello

Proceedings Volume 10004, 100040R (2016) https://doi.org/10.1117/12.2240854

KEYWORDS: Denoising, Image classification, Wavelets, Hyperspectral imaging, Remote sensing, Wavelet transforms, Feature extraction, Sensors, Discrete wavelet transforms, Data fusion

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Showing 5 of 6 publications

Conference Committee Involvement (2)

High-Performance Computing in Geoscience and Remote Sensing

13 September 2018 | Berlin, Germany

High-Performance Computing in Geoscience and Remote Sensing

12 September 2017 | Warsaw, Poland

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