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A Systematic Methodology to Evaluate Prediction Models for Driving Style ClassificationSilva, Iván ; Eugenio Naranjo, JoséSensors (Basel, Switzerland), 2020-03, Vol.20 (6), p.1692 [Periódico revisado por pares]Switzerland: MDPI AGTexto completo disponível |
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MHANet: A hybrid attention mechanism for retinal diseases classificationXu, Lianghui ; Wang, Liejun ; Cheng, Shuli ; Li, Yongming Zhang, JiePloS one, 2021-12, Vol.16 (12), p.e0261285-e0261285 [Periódico revisado por pares]United States: Public Library of ScienceTexto completo disponível |
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EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover ClassificationHelber, Patrick ; Bischke, Benjamin ; Dengel, Andreas ; Borth, DamianIEEE journal of selected topics in applied earth observations and remote sensing, 2019-07, Vol.12 (7), p.2217-2226 [Periódico revisado por pares]Piscataway: IEEETexto completo disponível |
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Material Type: Artigo
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On the performance of fusion based planet-scope and Sentinel-2 data for crop classification using inception inspired deep convolutional neural networkMinallah, Nasru ; Tariq, Mohsin ; Aziz, Najam ; Khan, Waleed ; Rehman, Atiq Ur ; Belhaouari, Samir Brahim Damasevicius, RobertasPloS one, 2020-09, Vol.15 (9), p.e0239746-e0239746 [Periódico revisado por pares]United States: Public Library of ScienceTexto completo disponível |
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Material Type: Artigo
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When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNsCheng, Gong ; Yang, Ceyuan ; Yao, Xiwen ; Guo, Lei ; Han, JunweiIEEE transactions on geoscience and remote sensing, 2018-05, Vol.56 (5), p.2811-2821 [Periódico revisado por pares]New York: IEEETexto completo disponível |
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Material Type: Artigo
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AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene ClassificationXia, Gui-Song ; Hu, Jingwen ; Hu, Fan ; Shi, Baoguang ; Bai, Xiang ; Zhong, Yanfei ; Zhang, Liangpei ; Lu, XiaoqiangIEEE transactions on geoscience and remote sensing, 2017-07, Vol.55 (7), p.3965-3981 [Periódico revisado por pares]New York: IEEETexto completo disponível |
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Material Type: Artigo
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Towards highly accurate coral texture images classification using deep convolutional neural networks and data augmentationGómez-Ríos, Anabel ; Tabik, Siham ; Luengo, Julián ; Shihavuddin, ASM ; Krawczyk, Bartosz ; Herrera, FranciscoExpert systems with applications, 2019-03, Vol.118, p.315-328 [Periódico revisado por pares]New York: Elsevier LtdTexto completo disponível |
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Material Type: Artigo
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Deep Few-Shot Learning for Hyperspectral Image ClassificationLiu, Bing ; Yu, Xuchu ; Yu, Anzhu ; Zhang, Pengqiang ; Wan, Gang ; Wang, RuiruiIEEE transactions on geoscience and remote sensing, 2019-04, Vol.57 (4), p.2290-2304 [Periódico revisado por pares]New York: IEEETexto completo disponível |
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Material Type: Artigo
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Deep Feature Fusion for VHR Remote Sensing Scene ClassificationChaib, Souleyman ; Huan Liu ; Yanfeng Gu ; Hongxun YaoIEEE transactions on geoscience and remote sensing, 2017-08, Vol.55 (8), p.4775-4784 [Periódico revisado por pares]New York: IEEETexto completo disponível |
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Material Type: Artigo
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Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray imagesRahman, Tawsifur ; Khandakar, Amith ; Qiblawey, Yazan ; Tahir, Anas ; Kiranyaz, Serkan ; Abul Kashem, Saad Bin ; Islam, Mohammad Tariqul ; Al Maadeed, Somaya ; Zughaier, Susu M. ; Khan, Muhammad Salman ; Chowdhury, Muhammad E.H.Computers in biology and medicine, 2021-05, Vol.132, p.104319-104319, Article 104319 [Periódico revisado por pares]United States: Elsevier LtdTexto completo disponível |