Name
Title | ||
|---|---|---|
Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping |
Abstract | ||
|---|---|---|
•We propose a loss function for semantic segmentation methods in vegetation.•We address class imbalance and labeling uncertainty.•Results using the proposed method proved superior to traditional approaches. |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1016/j.jag.2022.102690 | International Journal of Applied Earth Observation and Geoinformation |
Keywords | DocType | Volume |
Semantic segmentation,Labeling uncertainty,Class weighting,Loss function | Journal | 108 |
ISSN | Citations | PageRank |
1569-8432 | 0 | 0.34 |
References | Authors | |
0 | 15 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Patrik Ola Bressan | 1 | 0 | 0.34 |
| Jose Marcato Junior | 2 | 0 | 0.34 |
| Jose Augusto Correa Martins | 3 | 0 | 0.34 |
| Maximilian Jaderson de Melo | 4 | 0 | 0.34 |
| Diogo Nunes Gonçalves | 5 | 19 | 4.43 |
| Daniel Matte Freitas | 6 | 0 | 0.34 |
| Ana Paula Marques Ramos | 7 | 0 | 0.34 |
| Michelle Tais Gracia Furuya | 8 | 0 | 0.34 |
| Lucas Prado Osco | 9 | 3 | 0.82 |
| Jonathan de Andrare Silva | 10 | 0 | 0.34 |
| Zhipeng Luo | 11 | 0 | 0.34 |
| Raymundo Dordero Garcia | 12 | 0 | 0.34 |
| Lingfei Ma | 13 | 0 | 1.01 |
| Jonathan Li | 14 | 798 | 119.18 |
| Wesley Nunes Gonçalves | 15 | 12 | 11.51 |