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Efficient land desertification detection using a deep learning-driven generative adversarial network approach: A case study 期刊论文
发表期刊: CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE. 出版年: 2021
作者:  Zerrouki, Nabil;  Dairi, Abdelkader;  Harrou, Fouzi;  Zerrouki, Yacine;  Sun, Ying
收藏  |  浏览/下载：13/0  |  提交时间：2021/11/19
deep learning  desertification detection  generative adversarial networks  land cover changes  Landsat data  
Land cover classification in a mixed forest-grassland ecosystem using LResU-net and UAV imagery 期刊论文
发表期刊: JOURNAL OF FORESTRY RESEARCH. 出版年: 2021
作者:  Zhang, Chong;  Zhang, Li;  Zhang, Bessie Y. J.;  Sun, Jingqian;  Dong, Shikui;  Wang, Xueyan;  Li, Yaxin;  Xu, Jian;  Chu, Wenkai;  Dong, Yanwei;  Wang, Pei
收藏  |  浏览/下载：17/0  |  提交时间：2021/11/29
UAV images  Semantic segmentation  LResU-net  Land cover classification  
Detection of Alzheimer's disease using grey wolf optimization based clustering algorithm and deep neural network from magnetic resonance images 期刊论文
发表期刊: DISTRIBUTED AND PARALLEL DATABASES. 出版年: 2021
作者:  Suresha, Halebeedu Subbaraya;  Parthasarathy, Srirangapatna Sampathkumaran
收藏  |  浏览/下载：15/0  |  提交时间：2021/07/30
Alzheimer disease recognition and classification  Deep neural network  Grey wolf optimization based clustering algorithm  Histogram equalization  ReliefF algorithm  
Replicability, Repeatability, and Long-term Reproducibility of Cerebellar Morphometry 期刊论文
发表期刊: CEREBELLUM. 出版年: 2021, 卷号: 20, 期号: 3, 页码: 439-453
作者:  Soeroes, Peter;  Woelk, Louise;  Bantel, Carsten;  Braeuer, Anja;  Klawonn, Frank;  Witt, Karsten
收藏  |  浏览/下载：2/0  |  提交时间：2021/07/30
Cerebellum  Segmentation  Parcellation  FreeSurfer  CERES  Reproducibility  
Delineation of burned arid landscapes using Landsat 8 OLI data: a case study of Karaganda region in Kazakhstan 期刊论文
发表期刊: ARID LAND RESEARCH AND MANAGEMENT. 出版年: 2021, 卷号: 35, 期号: 3, 页码: 292-310
作者:  Karpachevskiy, Andrey;  Lednev, Sergey;  Semenkov, Ivan;  Sharapova, Anna;  Nagiyev, Sultan;  Koroleva, Tatiana
收藏  |  浏览/下载：13/0  |  提交时间：2021/07/30
Burn indices  desert ecosystem  fire  remote sensing  vegetation indices  vegetation restoration  
Potential of Multi-scale Completed Local Binary Pattern for Object Based Classification of Very High Spatial Resolution Imagery 期刊论文
发表期刊: JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING. 出版年: 2021, 卷号: 49, 期号: 6, 页码: 1245-1255
作者:  Chairet, Radhia;  Ben Salem, Yassine;  Aoun, Mohamed
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
Features extraction  Object-based classification  CLBP  MSCLBP  GLCM  SVM  
Generating Longitudinal Atrophy Evaluation Datasets on Brain Magnetic Resonance Images Using Convolutional Neural Networks and Segmentation Priors 期刊论文
发表期刊: NEUROINFORMATICS. 出版年: 2021, 卷号: 19, 期号: 3, 页码: 477-492
作者:  Bernal, Jose;  Valverde, Sergi;  Kushibar, Kaisar;  Cabezas, Mariano;  Oliver, Arnau;  Llado, Xavier
收藏  |  浏览/下载：9/0  |  提交时间：2021/07/30
Cerebral atrophy  Longitudinal atrophy synthesis  Image generation  Convolutional neural networks  Brain MRI  
Google Earth Engine for large-scale land use and land cover mapping: an object-based classification approach using spectral, textural and topographical factors 期刊论文
发表期刊: GISCIENCE & REMOTE SENSING. 出版年: 2021, 卷号: 58, 期号: 6, 页码: 914-928
作者:  Shafizadeh-Moghadam, Hossein;  Khazaei, Morteza;  Alavipanah, Seyed Kazem;  Weng, Qihao
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
Land use and land cover  simple non-iterative clustering  multi-temporal NDVI  topographic data  arid and semi-arid region mapping  climate zones  
Amended lithostratigraphy of the Cretaceous Bagh Group, Western Lower Narmada Valley, India: A comparison with pervasive Tethyan basins 期刊论文
发表期刊: GEOLOGICAL JOURNAL. 出版年: 2021
作者:  Shitole, Apurva D.;  Patel, Satish J.;  Darngawn, Jehova L.;  Joseph, Jaquilin K.
收藏  |  浏览/下载：20/0  |  提交时间：2021/11/19
Gondwana  Gujarat  lithostratigraphic revision  Lower Narmada Valley  Tethys Sea  
Ventricle shape analysis using modified WKS for atrophy detection 期刊论文
发表期刊: MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING. 出版年: 2021, 卷号: 59, 期号: 7-8, 页码: 1485-1493
作者:  Thirumagal, Jayaraman;  Mahadevappa, Manjunatha;  Sadhu, Anup;  Dutta, Pranab Kumar
收藏  |  浏览/下载：16/0  |  提交时间：2021/07/30
Ventricles  Atrophy  Enlargement  Shape analysis  Laplace-Beltrami operator