Laura Elena Cue La Rosa
Title
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Year
Applying fully convolutional architectures for semantic segmentation of a single tree species in urban environment on high resolution UAV optical imagery
D Lobo Torres, R Queiroz Feitosa, P Nigri Happ, L Elena Cue La Rosa, ...
Sensors 20 (2), 563, 2020
282020
Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and …
C Sothe, CM De Almeida, MB Schimalski, LEC La Rosa, JDB Castro, ...
GIScience & Remote Sensing 57 (3), 369-394, 2020
202020
A comparative analysis of deep learning techniques for sub-tropical crop types recognition from multitemporal optical/SAR image sequences
JDB Castro, RQ Feitoza, LC La Rosa, PMA Diaz, IDA Sanches
2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2017
192017
Combining deep learning and prior knowledge for crop mapping in tropical regions from multitemporal SAR image sequences
LE Cué La Rosa, R Queiroz Feitosa, P Nigri Happ, I Del’Arco Sanches, ...
Remote Sensing 11 (17), 2029, 2019
92019
Dense fully convolutional networks for crop recognition from multitemporal SAR image sequences
LEC La Rosa, PN Happ, RQ Feitosa
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
92018
A comparison of machine and deep-learning algorithms applied to multisource data for a subtropical forest area classification
C Sothe, CM De Almeida, MB Schimalski, V Liesenberg, LEC La Rosa, ...
International Journal of Remote Sensing 41 (5), 1943-1969, 2020
62020
Fully convolutional recurrent networks for multidate crop recognition from multitemporal image sequences
JAC Martinez, LEC La Rosa, RQ Feitosa, IDA Sanches, PN Happ
ISPRS Journal of Photogrammetry and Remote Sensing 171, 188-201, 2021
52021
A comparative analysis of deep learning techniques for crop type recognition in temperate and tropical regions from multitemporal sar image sequences
LE Cué, JD Bermudez, P Achanccaray, ID Sanches, PN Happ, ...
Anais do XXVII Congresso Brasileiro de Cartografia, 2017
42017
Evaluation of recurrent neural networks for crop recognition from multitemporal remote sensing images
JD Bermúdez, P Achanccaray, ID Sanches, L Cue, P Happ, RQ Feitosa
Anais do XXVII Congresso Brasileiro de Cartografia, 800-804, 2017
32017
Deep learning-based tree species mapping in a highly diverse tropical urban setting
GB Martins, LEC La Rosa, PN Happ, LCT Coelho Filho, CJF Santos, ...
Urban Forestry & Urban Greening, 127241, 2021
12021
Learning geometric features for improving the automatic detection of citrus plantation rows in UAV images
LEC La Rosa, DAB Oliveira, M Zortea, BH Gemignani, RQ Feitosa
IEEE Geoscience and Remote Sensing Letters, 2020
12020
Fcrn-based multi-task learning for automatic citrus tree detection from uav images
LEC La Rosa, M Zortea, BH Gemignani, DAB Oliveira, RQ Feitosa
2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS …, 2020
12020
Experiences in the Use of the Compucell3d in the Career of Biomedical Engineering
LEC La Rosa, DAZ Pareja, FDR Pérez, GE Domech, AH Méndez
VI Latin American Congress on Biomedical Engineering CLAIB 2014, Paraná …, 2015
12015
Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data
LEC La Rosa, C Sothe, RQ Feitosa, CM de Almeida, MB Schimalski, ...
arXiv preprint arXiv:2106.00799, 2021
2021
EVALUATING A CONVOLUTIONAL NEURAL NETWORK FOR FEATURE EXTRACTION AND TREE SPECIES CLASSIFICATION USING UAV-HYPERSPECTRAL IMAGES.
C Sothe, LEC la Rosa, CM de Almeida, A Gonsamo, MB Schimalski, ...
ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information …, 2020
2020
Semantic Segmentation Of Endangered Tree Species In Brazilian Savanna Using Deeplabv3+ Variants
DL Torres, RQ Feitosa, LEC La Rosa, PN Happ, J Marcato, ...
2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS …, 2020
2020
Mapping eucalyptus plantations and natural forest areas in Landsat-TM images using deep learning
RQF Matheus Pinheiro Ferreira, Laura Elena Cué La Rosa, Patrick Nigri Happ ...
XIX Brazilian Symposium on Remote Sensing 17, 2019
2019
A Comparison Of Fully Convolutional And Recurrent Networks For Multi-Temporal Crop Recognition Using SAR Images
RQF Jorge Andrés Chamorro Martínez, Patrick Nigri Happ, José David Bermúdez ...
XIX Brazilian Symposium on Remote Sensing 17, 2019
2019
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Articles 1–18