Result Number | Material Type | Add to My Shelf Action | Record Details and Options |
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Material Type: Artigo
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Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide DetectionGhorbanzadeh, Omid ; Blaschke, Thomas ; Gholamnia, Khalil ; Meena, Sansar ; Tiede, Dirk ; Aryal, JagannathRemote sensing (Basel, Switzerland), 2019-01, Vol.11 (2), p.196 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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2 |
Material Type: Artigo
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A Generic Self-Supervised Learning (SSL) Framework for Representation Learning from Spectral–Spatial Features of Unlabeled Remote Sensing ImageryZhang, Xin ; Han, LiangxiuRemote sensing (Basel, Switzerland), 2023-11, Vol.15 (21), p.5238 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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3 |
Material Type: Artigo
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Mapping Landslides on EO Data: Performance of Deep Learning Models vs. Traditional Machine Learning ModelsPrakash, Nikhil ; Manconi, Andrea ; Loew, SimonRemote sensing (Basel, Switzerland), 2020-02, Vol.12 (3), p.346 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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4 |
Material Type: Artigo
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Comparing Deep Learning and Shallow Learning for Large-Scale Wetland Classification in Alberta, CanadaDeLancey, Evan R. ; Simms, John F. ; Mahdianpari, Masoud ; Brisco, Brian ; Mahoney, Craig ; Kariyeva, JahanRemote sensing (Basel, Switzerland), 2020-01, Vol.12 (1), p.2 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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5 |
Material Type: Artigo
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Novel Machine Learning Method Integrating Ensemble Learning and Deep Learning for Mapping Debris-Covered GlaciersLu, Yijie ; Zhang, Zhen ; Shangguan, Donghui ; Yang, JunhuaRemote sensing (Basel, Switzerland), 2021-07, Vol.13 (13), p.2595 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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6 |
Material Type: Artigo
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A Framework Integrating DeeplabV3+, Transfer Learning, Active Learning, and Incremental Learning for Mapping Building FootprintsLi, Zhichao ; Dong, JinweiRemote sensing (Basel, Switzerland), 2022-10, Vol.14 (19), p.4738 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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7 |
Material Type: Artigo
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Deep Learning for SAR Image DespecklingLattari, Francesco ; Gonzalez Leon, Borja ; Asaro, Francesco ; Rucci, Alessio ; Prati, Claudio ; Matteucci, MatteoRemote sensing (Basel, Switzerland), 2019-07, Vol.11 (13), p.1532 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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8 |
Material Type: Artigo
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Deep Learning for Land Cover Change DetectionSefrin, Oliver ; Riese, Felix M. ; Keller, SinaRemote sensing (Basel, Switzerland), 2021-01, Vol.13 (1), p.78 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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9 |
Material Type: Artigo
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Weakly Supervised Deep Learning for Segmentation of Remote Sensing ImageryWang, Sherrie ; Chen, William ; Xie, Sang Michael ; Azzari, George ; Lobell, David B.Remote sensing (Basel, Switzerland), 2020-01, Vol.12 (2), p.207 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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10 |
Material Type: Artigo
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Deep Transfer Learning for Few-Shot SAR Image ClassificationRostami, Mohammad ; Kolouri, Soheil ; Eaton, Eric ; Kim, KyungnamRemote sensing (Basel, Switzerland), 2019-06, Vol.11 (11), p.1374 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |