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Land Cover Segmentation Using 3-D FCN-Based Architecture With Coordinate Attention 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2024, 卷号: 21
作者:  Buttar, Preetpal Kaur;  Sachan, Manoj Kumar
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
3-D fully convolutional network (FCN)  land cover mapping  remote sensing  satellite imagery  semantic segmentation  Sentinel-2  
Dirty road extraction from GF-2 images by semi-supervised deep learning method for arid and semiarid regions of southern Mongolia 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF DIGITAL EARTH. 出版年: 2024, 卷号: 17, 期号: 1
作者:  Wang, Meng;  Wang, Juanle
收藏  |  浏览/下载：16/0  |  提交时间：2024/10/04
Deep learning  semi-supervised semantic segmentation  off-road  natural road  Mongolian plateau  
High resolution remote sensing recognition of elm sparse forest via deep-learning-based semantic segmentation 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2024, 卷号: 166
作者:  Liu, Hao;  Sun, Bin;  Gao, Zhihai;  Chen, Zhulin;  Zhu, Zhongzheng
收藏  |  浏览/下载：16/0  |  提交时间：2024/10/04
Otingdag Sandy Land  Elm Sparse Forest  Gaofen-2  Semantic Segmentation  Deep Learning  
High-resolution feature pyramid attention network for high spatial resolution images land-cover classification in arid oasis zones 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2024, 卷号: 45, 期号: 11, 页码: 3664-3688
作者:  Chen, Pengdi;  Liu, Yong;  Liu, Yi;  Ren, Yuanrui;  Zhang, Baoan;  Gao, Xiaolong
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Arid oasis zones  high spatial resolution image  multi-scale  semantic segmentation  land-cover classification  
Generating Land Cover Maps in Semi-arid Regions Based on a 3D Semantic Segmentation Architecture Using Multi-temporal Sentinel-2 Satellite Images: A Case Study of Ludhiana District in Punjab, India 期刊论文
发表期刊: JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING. 出版年: 2024, 卷号: 52, 期号: 2, 页码: 383-398
作者:  Buttar, Preetpal Kaur;  Sachan, Manoj Kumar
收藏  |  浏览/下载：15/0  |  提交时间：2024/10/04
Semantic segmentation  Land cover mapping  3D encoder-decoder architecture  Remote sensing  Sentinel-2  Semi-arid regions  
Capturing Small Objects and Edges Information for Cross-Sensor and Cross-Region Land Cover Semantic Segmentation in Arid Areas 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2023, 卷号: 16, 页码: 983-997
作者:  Yuan, Panli;  Zhao, Qingzhan;  Zheng, Yuchen;  Wang, Xuewen;  Hu, Bin
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
Convolutional neural networks (CNNs)  fine edge  remote sensing image (RSI)  semantic segmentation  small objects  
OutcropHyBNet: Hybrid Backbone Networks with Data Augmentation for Accurate Stratum Semantic Segmentation of Monocular Outcrop Images in Carbon Capture and Storage Applications 期刊论文
发表期刊: SENSORS. 出版年: 2023, 卷号: 23, 期号: 21
作者:  Madokoro, Hirokazu;  Sato, Kodai;  Nix, Stephanie;  Chiyonobu, Shun;  Nagayoshi, Takeshi;  Sato, Kazuhito
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
semantic segmentation  Convolutional Neural Network  Vision Transformer  Generative Adversarial Networks  outcrop images  drone  
Unmanned aerial vehicle image biological soil crust recognition based on UNet plus 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2022, 卷号: 43, 期号: 7, 页码: 2660-2676
作者:  Yu, Liang;  Hu, Zhenqi;  Zhang, Fan;  Yang, Kun
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/20
Biological soil crusts  UNet plus plus  unmanned aerial vehicle (UAV) remote sensing  arid and semi-arid regions  semantic segmentation  
Using Convolutional Neural Networks for Cloud Detection on VENμS Images over Multiple Land-Cover Types 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 20
作者:  Pesek, Ondrej;  Segal-Rozenhaimer, Michal;  Karnieli, Arnon
收藏  |  浏览/下载：9/0  |  提交时间：2024/09/20
remote sensing  CNN  artificial neural network  deep learning  semantic segmentation  
Gully Erosion Monitoring Based on Semi-Supervised Semantic Segmentation with Boundary-Guided Pseudo-Label Generation Strategy and Adaptive Loss Function 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 20
作者:  Zhao, Chunhui;  Shen, Yi;  Su, Nan;  Yan, Yiming;  Liu, Yong
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/20
gully erosion  automatic monitoring  semi-supervised semantic segmentation  boundary-guided  satellite data