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Water tank and swimming pool detection based on remote sens..:
Cunha, Higor Souza ; Sclauser, Brenda Santana ; Wildemberg, Pedro Fonseca...
PLOS ONE. 16 (2021) 12 - p. e0258681 , 2021
PLOS ONE. 16 (2021) 12 - p. e0258681 , 2021
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Water tank and swimming pool detection based on remote sens..:
Higor Souza Cunha ; Brenda Santana Sclauser ; Pedro Fonseca Wildemberg...
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659416/?tool=EBI. , 2021
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659416/?tool=EBI. , 2021
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Water tank and swimming pool detection based on remote sens..:
Higor Souza Cunha ; Brenda Santana Sclauser ; Pedro Fonseca Wildemberg...
https://doi.org/10.1371/journal.pone.0258681. , 2021
https://doi.org/10.1371/journal.pone.0258681. , 2021
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4
Work methodology flowchart:
Higor Souza Cunha (11820131) ; Brenda Santana Sclauser (11820134) ; Pedro Fonseca Wildemberg (11820137)...
https://figshare.com/articles/figure/Work_methodology_flowchart_/17154830. , 2021
https://figshare.com/articles/figure/Work_methodology_flowchart_/17154830. , 2021
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Numbers and densities of swimming pools and water tanks per..:
Higor Souza Cunha (11820131) ; Brenda Santana Sclauser (11820134) ; Pedro Fonseca Wildemberg (11820137)...
https://figshare.com/articles/dataset/Numbers_and_densities_of_swimming_pools_and_water_tanks_per_square_kilometer_and_100_households_in_the_study_areas_of_Campinas_/17154883. , 2021
https://figshare.com/articles/dataset/Numbers_and_densities_of_swimming_pools_and_water_tanks_per_square_kilometer_and_100_households_in_the_study_areas_of_Campinas_/17154883. , 2021
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Influence of the Campinas dataset on the fine-tuning:
Higor Souza Cunha (11820131) ; Brenda Santana Sclauser (11820134) ; Pedro Fonseca Wildemberg (11820137)...
https://figshare.com/articles/figure/Influence_of_the_Campinas_dataset_on_the_fine-tuning_/17154859. , 2021
https://figshare.com/articles/figure/Influence_of_the_Campinas_dataset_on_the_fine-tuning_/17154859. , 2021
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7
Faster R-CNN architecture pipeline illustration:
Higor Souza Cunha (11820131) ; Brenda Santana Sclauser (11820134) ; Pedro Fonseca Wildemberg (11820137)...
https://figshare.com/articles/figure/Faster_R-CNN_architecture_pipeline_illustration_/17154853. , 2021
https://figshare.com/articles/figure/Faster_R-CNN_architecture_pipeline_illustration_/17154853. , 2021
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8
Prediction errors-false negatives and false positives:
Higor Souza Cunha (11820131) ; Brenda Santana Sclauser (11820134) ; Pedro Fonseca Wildemberg (11820137)...
https://figshare.com/articles/figure/Prediction_errors-false_negatives_and_false_positives_/17154874. , 2021
https://figshare.com/articles/figure/Prediction_errors-false_negatives_and_false_positives_/17154874. , 2021
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Numbers of swimming pools and water tanks in the four study..:
Higor Souza Cunha (11820131) ; Brenda Santana Sclauser (11820134) ; Pedro Fonseca Wildemberg (11820137)...
https://figshare.com/articles/dataset/Numbers_of_swimming_pools_and_water_tanks_in_the_four_study_areas_of_Campinas_/17154889. , 2021
https://figshare.com/articles/dataset/Numbers_of_swimming_pools_and_water_tanks_in_the_four_study_areas_of_Campinas_/17154889. , 2021
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10
Metrics for water tanks and swimming pools:
Higor Souza Cunha (11820131) ; Brenda Santana Sclauser (11820134) ; Pedro Fonseca Wildemberg (11820137)...
https://figshare.com/articles/dataset/Metrics_for_water_tanks_and_swimming_pools_/17154880. , 2021
https://figshare.com/articles/dataset/Metrics_for_water_tanks_and_swimming_pools_/17154880. , 2021
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11
City of Campinas with neighborhoods used in the dataset:
Higor Souza Cunha (11820131) ; Brenda Santana Sclauser (11820134) ; Pedro Fonseca Wildemberg (11820137)...
https://figshare.com/articles/figure/City_of_Campinas_with_neighborhoods_used_in_the_dataset_/17154850. , 2021
https://figshare.com/articles/figure/City_of_Campinas_with_neighborhoods_used_in_the_dataset_/17154850. , 2021
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12
Swimming pool detection in Area 4:
Higor Souza Cunha (11820131) ; Brenda Santana Sclauser (11820134) ; Pedro Fonseca Wildemberg (11820137)...
https://figshare.com/articles/figure/Swimming_pool_detection_in_Area_4_/17154865. , 2021
https://figshare.com/articles/figure/Swimming_pool_detection_in_Area_4_/17154865. , 2021
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13
Swimming pools detection in Area 1:
Higor Souza Cunha (11820131) ; Brenda Santana Sclauser (11820134) ; Pedro Fonseca Wildemberg (11820137)...
https://figshare.com/articles/figure/Swimming_pools_detection_in_Area_1_/17154871. , 2021
https://figshare.com/articles/figure/Swimming_pools_detection_in_Area_1_/17154871. , 2021
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Water tank detection in Area 4:
Higor Souza Cunha (11820131) ; Brenda Santana Sclauser (11820134) ; Pedro Fonseca Wildemberg (11820137)...
https://figshare.com/articles/figure/Water_tank_detection_in_Area_4_/17154862. , 2021
https://figshare.com/articles/figure/Water_tank_detection_in_Area_4_/17154862. , 2021
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15
Comparison between the Belo Horizonte and Campinas datasets:
Higor Souza Cunha (11820131) ; Brenda Santana Sclauser (11820134) ; Pedro Fonseca Wildemberg (11820137)...
https://figshare.com/articles/dataset/Comparison_between_the_Belo_Horizonte_and_Campinas_datasets_/17154877. , 2021
https://figshare.com/articles/dataset/Comparison_between_the_Belo_Horizonte_and_Campinas_datasets_/17154877. , 2021