Anderson Soares - Data Scientist
Anderson Soares - Data Scientist
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Image segmentation
Simple Nonlinear Iterative Temporal Clustering
In this article, we introduce a new segmentation method based on a superpixel approach. This method creates multitemporal superpixels, which are meaningful regions in space and time. Experimental results showed that the method performed well, achieving a good boundary agreement and obtaining high scores on the three metrics used for evaluation.
Anderson Reis Soares
,
Thales Sehn Körting
,
Leila Maria Garcia Fonseca
,
Hugo Bendini
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DOI
Stmetrics: A Python Package for Satellite Image Time-Series Feature Extraction
Producing reliable land use and land cover maps to support the deployment and operation of public policies is a necessity, especially …
Anderson Reis Soares
,
Hugo Bendini
,
Daiane Vaz
,
Tatiana Dias Tardelli Uehara
,
Alana Kasahara Neves
,
Sarah Lechler
,
Thales Sehn Körting
,
Leila Maria Garcia Fonseca
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Code
DOI
An Unsupervised Segmentation Method For Remote Sensing Imagery Based On Conditional Random Fields
Segmentation is a fundamental problem in image processing and a common operation in Remote Sensing, which has been widely used …
Anderson Reis Soares
,
Thales Sehn Körting
,
Leila Maria Garcia Fonseca
,
Alana Kasahara Neves
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DOI
Improvements of the divide and segment method for parallel image segmentation
In this work, we extended our previous work, that aims to produce divisions among tiles to ensure more boundaries using non-crisp borders using graph-theory. By applying this non-crisp line cut, we avoid the post-processing of neighboring regions, and therefore speed up the segmentation.
Anderson Reis Soares
,
Thales Sehn Körting
,
Leila Maria Garcia Fonseca
Cite
DOI
First experiments using the image foresting transform (IFT) algorithm for segmentation of remote sensing imagery
Image segmentation is a traditional method in Remote Sensing and a fundamental problem in image processing applications. It has been …
Anderson Reis Soares
,
Thales Sehn Körting
,
Leila Maria Garcia Fonseca
Cite
DOI
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