SinkholeNet: A novel RGB-slope sinkhole dataset and deep weakly-supervised learning framework for sinkhole classification and localization

Author:

Yavariabdi Amir,Kusetogullari Huseyin,Orhan OsmanORCID,Uray EsraORCID,Demir VahdettinORCID,Celik Turgay,Mendi Engin

Publisher

Elsevier BV

Subject

General Earth and Planetary Sciences

Reference27 articles.

1. Structure from Motion in the Geosciences;Carrivick,2016

2. Special issue review: artificial intelligence and machine learning applications in remote sensing;Chen;Remote Sens.,2023

3. Xception: deep learning with depthwise separable convolutions;Chollet,2017

4. Natural and induced sinkholes of the sinkhole plateau and karapinar-hotamics plain, Turkey;Doğan;J. Asian Earth Sci.,2011

5. Deep residual learning for image recognition;He,2016

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