Gilberto Camara

icon indicating a website link https://www.gilbertocamara.org icon indicating an email [email protected]

icon company INPE, GEO icon location São José dos Campos, Brazil icon location Researcher at Brazil's National Institute for Space Research (INPE) on Geoinformatics, Spatial Data Science and Land Use Change.

Results 43 issues of Gilberto Camara

Include a new function to improve quality of training data using BERT.

Selecting high-quality training samples is crucial for enhancing the accuracy of land classification using remote sensing data. A significant challenge in this area is the limited availability of large datasets...

new API function

Implement a new version of the `snic` algorithm that performs multi-scale segmentation

**Describe the requested improvement** One of the challenges of mid-resolution image segmentation using region is that some areas of an image are much more homogenous than others. As a result,...

improvement

Develop function to implement post-processing rules

1 comment

After producing multi-year maps, it is important to develop transition rules that rule out impossible LUCC conversion (i.e., Clear Cut to Wetland). This could be implemented as a standalone R...

new API function