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ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume IV-2/W7
https://doi.org/10.5194/isprs-annals-IV-2-W7-121-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-annals-IV-2-W7-121-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
16 Sep 2019
| 16 Sep 2019
EVALUATION OF DEEP LEARNING TECHNIQUES FOR DEFORESTATION DETECTION IN THE AMAZON FOREST
M. X. Ortega
Pontifical Catholic University of Rio de Janeiro, Brazil
J. D. Bermudez
Pontifical Catholic University of Rio de Janeiro, Brazil
P. N. Happ
Pontifical Catholic University of Rio de Janeiro, Brazil
A. Gomes
National Institute for Space Research (INPE), São José dos Campos, Brazil
R. Q. Feitosa
Pontifical Catholic University of Rio de Janeiro, Brazil
Rio de Janeiro State University, Rio de Janeiro-RJ, Brazil
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L. E. C. La Rosa, M. Zortea, B. H. Gemignani, D. A. B. Oliveira, and R. Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-3-W2-2020, 65–70, https://doi.org/10.5194/isprs-annals-IV-3-W2-2020-65-2020, https://doi.org/10.5194/isprs-annals-IV-3-W2-2020-65-2020, 2020
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B5-2020, 251–256, https://doi.org/10.5194/isprs-archives-XLIII-B5-2020-251-2020, https://doi.org/10.5194/isprs-archives-XLIII-B5-2020-251-2020, 2020
R. B. Andrade, G. A. O. P. Costa, G. L. A. Mota, M. X. Ortega, R. Q. Feitosa, P. J. Soto, and C. Heipke
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2020, 1497–1505, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1497-2020, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1497-2020, 2020
P. J. Soto, G. A. O. P. Costa, R. Q. Feitosa, P. N. Happ, M. X. Ortega, J. Noa, C. A. Almeida, and C. Heipke
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2020, 1635–1643, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1635-2020, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1635-2020, 2020
S. Hinz, R. Q. Feitosa, M. Weinmann, and B. Jutzi
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S. Hinz, R. Q. Feitosa, M. Weinmann, and B. Jutzi
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C. Sothe, L. E. C. la Rosa, C. M. de Almeida, A. Gonsamo, M. B. Schimalski, J. D. B. Castro, R. Q. Feitosa, M. Dalponte, C. L. Lima, V. Liesenberg, G. T. Miyoshi, and A. M. G. Tommaselli
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2020, 193–199, https://doi.org/10.5194/isprs-annals-V-3-2020-193-2020, https://doi.org/10.5194/isprs-annals-V-3-2020-193-2020, 2020
V. Ayma, C. Beltrán, P. N. Happ, G. A. O. P. Costa, and R. Q. Feitosa
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W16, 29–34, https://doi.org/10.5194/isprs-archives-XLII-2-W16-29-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W16-29-2019, 2019
R. B. Andrade, J. M. F. Santos, G. A. O. P. Costa, G. L. A. Mota, P. N. Happ, and R. Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 3–8, https://doi.org/10.5194/isprs-annals-IV-2-W7-3-2019, https://doi.org/10.5194/isprs-annals-IV-2-W7-3-2019, 2019
J. A. Chamorro, J. D. Bermudez, P. N. Happ, and R. Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 25–32, https://doi.org/10.5194/isprs-annals-IV-2-W7-25-2019, https://doi.org/10.5194/isprs-annals-IV-2-W7-25-2019, 2019
P. J. Soto, J. D. Bermudez, P. N. Happ, and R. Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 167–173, https://doi.org/10.5194/isprs-annals-IV-2-W7-167-2019, https://doi.org/10.5194/isprs-annals-IV-2-W7-167-2019, 2019
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I. D. Sanches, R. Q. Feitosa, P. Achanccaray, B. Montibeller, A. J. B. Luiz, M. D. Soares, V. H. R. Prudente, D. C. Vieira, and L. E. P. Maurano
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 387–392, https://doi.org/10.5194/isprs-archives-XLII-1-387-2018, https://doi.org/10.5194/isprs-archives-XLII-1-387-2018, 2018
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B7, 205–211, https://doi.org/10.5194/isprs-archives-XLI-B7-205-2016, https://doi.org/10.5194/isprs-archives-XLI-B7-205-2016, 2016
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