- Article
(30511 KB) - Metadata XML
- December 03, 2024
- |
- Home
- |
- Sitemap
- |
- The ISPRS Foundation
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLII-3/W12-2020
https://doi.org/10.5194/isprs-archives-XLII-3-W12-2020-355-2020
© Author(s) 2020. 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-archives-XLII-3-W12-2020-355-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
06 Nov 2020
| 06 Nov 2020
SEMANTIC SEGMENTATION OF ENDANGERED TREE SPECIES IN BRAZILIAN SAVANNA USING DEEPLABV3+ VARIANTS
D. L. Torres
Dept. of Electrical Engineering, Pontifical Catholic University of Rio de Janeiro, Brazil
R. Q. Feitosa
Dept. of Electrical Engineering, Pontifical Catholic University of Rio de Janeiro, Brazil
L. E. C. La Rosa
Dept. of Electrical Engineering, Pontifical Catholic University of Rio de Janeiro, Brazil
P. N. Happ
Dept. of Electrical Engineering, Pontifical Catholic University of Rio de Janeiro, Brazil
J. Marcato Junior
Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul, Brazil
W. N. Gonçalves
Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul, Brazil
J. Martins
Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul, Brazil
V. Liesenberg
Department of Forest Engineering, Santa Catarina State University, Lages, Brazil
Related authors
Pedro J. Soto Vega, Daliana Lobo Torres, Gustavo X. Andrade-Miranda, Gilson A. O. P. da Costa, and Raul Queiroz Feitosa
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-3-2024, 519–525, https://doi.org/10.5194/isprs-archives-XLVIII-3-2024-519-2024, https://doi.org/10.5194/isprs-archives-XLVIII-3-2024-519-2024, 2024
M. Voelsen, D. Lobo Torres, R. Q. Feitosa, F. Rottensteiner, and C. Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2021, 181–189, https://doi.org/10.5194/isprs-annals-V-3-2021-181-2021, https://doi.org/10.5194/isprs-annals-V-3-2021-181-2021, 2021
Pedro J. Soto Vega, Daliana Lobo Torres, Gustavo X. Andrade-Miranda, Gilson A. O. P. da Costa, and Raul Queiroz Feitosa
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-3-2024, 519–525, https://doi.org/10.5194/isprs-archives-XLVIII-3-2024-519-2024, https://doi.org/10.5194/isprs-archives-XLVIII-3-2024-519-2024, 2024
Rodrigo Antunes, Luiz Junior, Gilson Costa, Raul Feitosa, Edilson de Souza Bias, Abimael Cereda Junior, Catherine Almeida, Laura E. Cué La Rosa, Patrick Happ, and Leonardo Chiamulera
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-3-2024, 21–27, https://doi.org/10.5194/isprs-annals-X-3-2024-21-2024, https://doi.org/10.5194/isprs-annals-X-3-2024-21-2024, 2024
Laura E. Cué La Rosa, Felipe Ferrari, Francisco Gilney Silva Bezerra, Rodrigo Antônio de Souza, Raian Vargas Maretto, Ana Paula Dutra de Aguiar, Lubia Vinhas, Patrick Nigri Happ, and Raul Queiroz Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-3-2024, 193–198, https://doi.org/10.5194/isprs-annals-X-3-2024-193-2024, https://doi.org/10.5194/isprs-annals-X-3-2024-193-2024, 2024
Carla N. Neves, Mabel X. Ortega Adarme, Raul Q. Feitosa, Juan Doblas Prieto, and Gilson A. Giraldi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-3-2024, 261–267, https://doi.org/10.5194/isprs-annals-X-3-2024-261-2024, https://doi.org/10.5194/isprs-annals-X-3-2024-261-2024, 2024
Mabel X. Ortega Adarme, Gilson A. O. P. da Costa, Pedro J. Soto Vega, Christian Heipke, and Raul Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-3-2024, 293–302, https://doi.org/10.5194/isprs-annals-X-3-2024-293-2024, https://doi.org/10.5194/isprs-annals-X-3-2024-293-2024, 2024
M. X. Ortega, D. Wittich, F. Rottensteiner, C. Heipke, and R. Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 961–970, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-961-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-961-2023, 2023
F. Ferrari, M. P. Ferreira, and R. Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 999–1006, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-999-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-999-2023, 2023
M. X. Ortega Adarme, P. J. Soto Vega, G. A. O. P. Costa, R. Q. Feitosa, and C. Heipke
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-1-2023, 217–223, https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-217-2023, https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-217-2023, 2023
S. Hinz, R. Q. Feitosa, M. Weinmann, and B. Jutzi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2022, 7–7, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-7-2022, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-7-2022, 2022
J. A. C. Martinez, M. X. O. Adarme, J. N. Turnes, G. A. O. P. Costa, C. A. De Almeida, and R. Q. Feitosa
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 665–671, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-665-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-665-2022, 2022
P. J. Soto, G. A. O. P. Costa, M. X. Ortega, J. D. Bermudez, and R. Q. Feitosa
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 713–719, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-713-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-713-2022, 2022
S. Hinz, R. Q. Feitosa, M. Weinmann, and B. Jutzi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-1-2022, 7–7, https://doi.org/10.5194/isprs-annals-V-1-2022-7-2022, https://doi.org/10.5194/isprs-annals-V-1-2022-7-2022, 2022
X. Liu, Z. Ji, H. Zhou, Z. Zhang, P. Tao, K. Xi, L. Chen, and J. Marcato Junior
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-1-2022, 33–40, https://doi.org/10.5194/isprs-annals-V-1-2022-33-2022, https://doi.org/10.5194/isprs-annals-V-1-2022-33-2022, 2022
M. C. M. de Paulo, J. N. Turnes, P. N. Happ, M. P. Ferreira, H. A. Marques, and R. Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2022, 17–23, https://doi.org/10.5194/isprs-annals-V-3-2022-17-2022, https://doi.org/10.5194/isprs-annals-V-3-2022-17-2022, 2022
M. X. Ortega Adarme, G. A. O. P. Costa, and R. Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2022, 657–664, https://doi.org/10.5194/isprs-annals-V-3-2022-657-2022, https://doi.org/10.5194/isprs-annals-V-3-2022-657-2022, 2022
P. Tovar, M. O. Adarme, and R. Q. Feitosa
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 851–858, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-851-2021, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-851-2021, 2021
S. Hinz, R. Q. Feitosa, M. Weinmann, and B. Jutzi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2021, 7–7, https://doi.org/10.5194/isprs-archives-XLIII-B1-2021-7-2021, https://doi.org/10.5194/isprs-archives-XLIII-B1-2021-7-2021, 2021
R. L. Garcia, P. N. Happ, and R. Q. Feitosa
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 465–470, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-465-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-465-2021, 2021
J. A. Chamorro, R. Q. Feitosa, P. N. Happ, and J. D. Bermudez
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 923–929, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-923-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-923-2021, 2021
S. Hinz, R. Q. Feitosa, M. Weinmann, and B. Jutzi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-1-2021, 7–7, https://doi.org/10.5194/isprs-annals-V-1-2021-7-2021, https://doi.org/10.5194/isprs-annals-V-1-2021-7-2021, 2021
J. Noa, P. J. Soto, G. A. O. P. Costa, D. Wittich, R. Q. Feitosa, and F. Rottensteiner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2021, 151–158, https://doi.org/10.5194/isprs-annals-V-3-2021-151-2021, https://doi.org/10.5194/isprs-annals-V-3-2021-151-2021, 2021
M. Voelsen, D. Lobo Torres, R. Q. Feitosa, F. Rottensteiner, and C. Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2021, 181–189, https://doi.org/10.5194/isprs-annals-V-3-2021-181-2021, https://doi.org/10.5194/isprs-annals-V-3-2021-181-2021, 2021
N. V. Estrabis, L. Osco, A. P. Ramos, W. N. Gonçalves, V. Liesenberg, H. Pistori, and J. Marcato Junior
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W12-2020, 303–308, https://doi.org/10.5194/isprs-archives-XLII-3-W12-2020-303-2020, https://doi.org/10.5194/isprs-archives-XLII-3-W12-2020-303-2020, 2020
J. Martins, D. A. Sant’Ana, J. Marcato Junior, H. Pistori, and W. N. Gonçalves
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W12-2020, 349–353, https://doi.org/10.5194/isprs-archives-XLII-3-W12-2020-349-2020, https://doi.org/10.5194/isprs-archives-XLII-3-W12-2020-349-2020, 2020
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
I. D. Sanches, R. Q. Feitosa, B. Montibeller, P. M. Achanccaray Diaz, A. J. B. Luiz, M. D. Soares, V. H. R. Prudente, D. C. Vieira, L. E. P. Maurano, P. N. Happ, J. Chamorro, and L. V. Oldoni
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
T. S. Akiyama, J. Marcato Junior, W. N. Gonçalves, P. O. Bressan, A. Eltner, F. Binder, and T. Singer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 1189–1193, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-1189-2020, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-1189-2020, 2020
S. Hinz, R. Q. Feitosa, M. Weinmann, and B. Jutzi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2020, 7–7, https://doi.org/10.5194/isprs-archives-XLIII-B1-2020-7-2020, https://doi.org/10.5194/isprs-archives-XLIII-B1-2020-7-2020, 2020
S. Hinz, R. Q. Feitosa, M. Weinmann, and B. Jutzi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-1-2020, 7–7, https://doi.org/10.5194/isprs-annals-V-1-2020-7-2020, https://doi.org/10.5194/isprs-annals-V-1-2020-7-2020, 2020
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
M. X. Ortega, J. D. Bermudez, P. N. Happ, A. Gomes, and R. Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 121–128, https://doi.org/10.5194/isprs-annals-IV-2-W7-121-2019, https://doi.org/10.5194/isprs-annals-IV-2-W7-121-2019, 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
J. D. Bermudez, P. N. Happ, D. A. B. Oliveira, and R. Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1, 5–11, https://doi.org/10.5194/isprs-annals-IV-1-5-2018, https://doi.org/10.5194/isprs-annals-IV-1-5-2018, 2018
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
P. M. A. Diaz, R. Q. Feitosa, I. D. Sanches, and G. A. O. P. Costa
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
The International Society for Photogrammetry and Remote Sensing is a non-governmental organization devoted to the development of international cooperation for the advancement of photogrammetry and remote sensing and their applications. The Society operates without any discrimination on grounds of race, religion, nationality, or political philosophy.
Useful Links
Useful External Links
Our Contact
c/o
Leibniz University Hannover
Institute of Photogrammetry and GeoInformation
Nienburger Str. 1
D-30167 Hannover
GERMANY
Email: isprs-sg@isprs.org