Concepedia

Alberto S. Garea

AS

5

Publications

139

Citations

5

H-Index

2016

Active since

Affiliations

Universidade de Santiago de Compostela(Current)

Center for Research in Molecular Medicine and Chronic Diseases

Alberto S. Garea is an author at Universidade de Santiago de Compostela specializing in data science, machine vision, and image analysis.

Top concepts

EngineeringData ScienceImage AnalysisMachine VisionPattern RecognitionHyperspectral ImagingGeographyRemote SensingComputer VisionMachine Learning

Publications per year

2016–2021

5

Publications

5

Stacked Autoencoders for Multiclass Change Detection in Hyperspectral Images

Javier López-Fandiño, Alberto S. Garea, Dora B. Heras et al. · 2018 · 70 citations

Image Classification, Machine Vision, Image Analysis +13

Caffe CNN-based classification of hyperspectral images on GPU

Alberto S. Garea, Dora B. Heras, Francisco Argüello · The Journal of Supercomputing · 2018 · 36 citations

Image Classification, Machine Vision, Image Analysis +7

GPU classification of remote-sensing images using kernel ELM and extended morphological profiles

Alberto S. Garea, Dora B. Heras, Francisco Argüello · International Journal of Remote Sensing · 2016 · 13 citations

Search Optimization, Engineering, Machine Learning +23

TCANet for Domain Adaptation of Hyperspectral Images

Alberto S. Garea, Dora B. Heras, Francisco Argüello · Remote Sensing · 2019 · 10 citations · Full text

Watershed Monitoring in Galicia from UAV Multispectral Imagery Using Advanced Texture Methods

Francisco Argüello, Dora B. Heras, Alberto S. Garea et al. · Remote Sensing · 2021 · 10 citations · Full text

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