Citations (239)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (18)
Zhong Dong, Baojun Lin & Fang Xie. (2024) Optimizing distortion magnitude for data augmentation in few-shot remote sensing scene classification. International Journal of Remote Sensing 45:4, pages 1134-1147.
Read now
Read now
Xujian Qiao, Lei Xing, Anxun Han, Weifeng Liu & Baodi Liu. (2023) Multi-scale fusion for few-shot remote sensing image classification. International Journal of Remote Sensing 44:19, pages 6012-6032.
Read now
Read now
Xinni Liu, Kamarul Hawari Ghazali, Fengrong Han & Izzeldin Ibrahim Mohamed. (2023) Review of CNN in aerial image processing. The Imaging Science Journal 71:1, pages 1-13.
Read now
Read now
Xueqin Wang, Wenzong Jiang, Lifei Zhao, Baodi Liu & Yanjiang Wang. (2022) Multi-scale feature learning network with channel self-attention for remote sensing single-image super-resolution. International Journal of Remote Sensing 43:18, pages 6669-6688.
Read now
Read now
Nilakshi Devi & Bhogeswar Borah. (2022) A novel mutual information-based feature selection approach forefficient transfer learning in aerial scene classification. International Journal of Remote Sensing 43:15-16, pages 5961-5975.
Read now
Read now
Tianyu Wei, Jue Wang, He Chen, Liang Chen & Wenchao Liu. (2021) L2-norm prototypical networks for tackling the data shift problem in scene classification. International Journal of Remote Sensing 42:9, pages 3326-3352.
Read now
Read now
Ashu Sharma, Jayanta Kumar Ghosh & Saptarshi Kolay. (2021) Fixation data analysis for complex high-resolution satellite images*. Geocarto International 36:6, pages 698-719.
Read now
Read now
Xinni Liu, Kamarul Hawari Ghazali, Fengrong Han & Izzeldin Ibrahim Mohamed. (2021) Automatic Detection of Oil Palm Tree from UAV Images Based on the Deep Learning Method. Applied Artificial Intelligence 35:1, pages 13-24.
Read now
Read now
Dongyang Hou, Zelang Miao, Huaqiao Xing & Hao Wu. (2021) Two novel benchmark datasets from ArcGIS and bing world imagery for remote sensing image retrieval. International Journal of Remote Sensing 42:1, pages 240-258.
Read now
Read now
Wei Liu & Finlin Su. (2020) A novel unsupervised adversarial domain adaptation network for remotely sensed scene classification. International Journal of Remote Sensing 41:16, pages 6099-6116.
Read now
Read now
Yufan Wei, Xiaobo Luo, Lixin Hu, Yidong Peng & Jiangfan Feng. (2020) An improved unsupervised representation learning generative adversarial network for remote sensing image scene classification. Remote Sensing Letters 11:6, pages 598-607.
Read now
Read now
Wenwen Li & Chia-Yu Hsu. (2020) Automated terrain feature identification from remote sensing imagery: a deep learning approach. International Journal of Geographical Information Science 34:4, pages 637-660.
Read now
Read now
Kang Ni & Yiquan Wu. (2020) Scene classification from remote sensing images using mid-level deep feature learning. International Journal of Remote Sensing 41:4, pages 1415-1436.
Read now
Read now
Nilakshi Devi & Bhogeswar Borah. (2019) Refining the features transferred from pre-trained inception architecture for aerial scene classification. International Journal of Remote Sensing 40:24, pages 9260-9278.
Read now
Read now
Lihua Ye, Lei Wang, Yaxin Sun, Rong Zhu & Yuanwang Wei. (2019) Aerial scene classification via an ensemble extreme learning machine classifier based on discriminative hybrid convolutional neural networks features. International Journal of Remote Sensing 40:7, pages 2759-2783.
Read now
Read now
Lihong Wan, Na Liu, Hong Huo & Tao Fang. (2017) Selective convolutional neural networks and cascade classifiers for remote sensing image classification. Remote Sensing Letters 8:10, pages 917-926.
Read now
Read now
Thomas Moranduzzo, Farid Melgani, Yakoub Bazi & Naif Alajlan. (2015) A fast object detector based on high-order gradients and Gaussian process regression for UAV images. International Journal of Remote Sensing 36:10, pages 2713-2733.
Read now
Read now
Wen Shao, Wen Yang & Gui-Song Xia. (2013) Extreme value theory-based calibration for the fusion of multiple features in high-resolution satellite scene classification. International Journal of Remote Sensing 34:23, pages 8588-8602.
Read now
Read now
Articles from other publishers (221)
Yang LI, Zhang LI, Zi WANG, Kun WANG & Qifeng YU. (2024) Semi-supervised remote sensing image scene classification with prototype-based consistency. Chinese Journal of Aeronautics 37:2, pages 459-470.
Crossref
Crossref
Rahul Krishnaji Ghotekar, Minakhi Rout & Kailash Shaw. (2023) Hybrid ResNet152-EML model for Geo-spatial image classification. International Journal of Information Technology 16:2, pages 659-673.
Crossref
Crossref
Yangfan Li, Liang Chen, Wei Li & Nan Wang. (2024) Few-Shot Fine-Grained Classification With Rotation-Invariant Feature Map Complementary Reconstruction Network. IEEE Transactions on Geoscience and Remote Sensing 62, pages 1-12.
Crossref
Crossref
Chen Yang, Tongtong Liu, Guanhua Chen & Wenhui Li. (2024) ICSFF: Information Constraint on Self-Supervised Feature Fusion for Few-Shot Remote Sensing Image Classification. IEEE Transactions on Geoscience and Remote Sensing 62, pages 1-12.
Crossref
Crossref
Feng Tian, Sen Lei, Yingbo Zhou, Jialin Cheng, Guohao Liang, Zhengxia Zou, Heng-Chao Li & Zhenwei Shi. (2024) HiReNet: Hierarchical-Relation Network for Few-Shot Remote Sensing Image Scene Classification. IEEE Transactions on Geoscience and Remote Sensing 62, pages 1-10.
Crossref
Crossref
Liyuan Hou, Zhong Ji, Xuan Wang, Yunlong Yu & Yanwei Pang. (2024) Diversity-Infused Network for Unsupervised Few-Shot Remote Sensing Scene Classification. IEEE Geoscience and Remote Sensing Letters 21, pages 1-5.
Crossref
Crossref
Baodi Liu, Lifei Zhao, Weifeng Liu & Ye Li. (2024) MWLN: Multilevel Wavelet Learning Network for Continuous-Scale Remote-Sensing Image Super-Resolution. IEEE Geoscience and Remote Sensing Letters 21, pages 1-5.
Crossref
Crossref
Keqian Zhang, Tengfei Cui, Wei Wu, Xueke Zheng & Gang Cheng. (2024) Large Kernel Separable Mixed ConvNet for Remote Sensing Scene Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 17, pages 4294-4303.
Crossref
Crossref
Farhan Ullah, Irfan Ullah, Rehan Ullah Khan, Salabat Khan, Khalil Khan & Giovanni Pau. (2024) Conventional to Deep Ensemble Methods for Hyperspectral Image Classification: A Comprehensive Survey. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 17, pages 3878-3916.
Crossref
Crossref
Arrun Sivasubramanian, VR Prashanth, Theivaprakasham Hari, V. Sowmya, E.A. Gopalakrishnan & Vinayakumar Ravi. (2024) Transformer-based convolutional neural network approach for remote sensing natural scene classification. Remote Sensing Applications: Society and Environment 33, pages 101126.
Crossref
Crossref
Guangrui Lv, Lili Dong, Wenwen Zhang & Wenhai Xu. (2023) A global-local feature adaptive fusion network for image scene classification. Multimedia Tools and Applications 83:3, pages 6521-6554.
Crossref
Crossref
Congcong Zhang & Mengmeng Li. (2023) Unsupervised Multi-Source-Free Domain Adaptation for High-Resolution Remote Sensing Scene Classification. Unsupervised Multi-Source-Free Domain Adaptation for High-Resolution Remote Sensing Scene Classification.
Monika Kumari & Ajay Kaul. (2023) Deep learning techniques for remote sensing image scene classification: A comprehensive review, current challenges, and future directions. Concurrency and Computation: Practice and Experience 35:22.
Crossref
Crossref
Yanqiao Chen, Yangyang Li, Heting Mao, Guangyuan Liu, Xinghua Chai & Licheng Jiao. (2023) A Novel Discriminative Enhancement Method for Few-Shot Remote Sensing Image Scene Classification. Remote Sensing 15:18, pages 4588.
Crossref
Crossref
Haiyan Han, Yangchao Huang & Zhe Wang. (2023) Collaborative Self-Supervised Transductive Few-Shot Learning for Remote Sensing Scene Classification. Electronics 12:18, pages 3846.
Crossref
Crossref
Junjie Zhu, Ke Yang, Naiyang Guan, Xiaodong Yi & Chunping Qiu. (2023) HCPNet: Learning discriminative prototypes for few-shot remote sensing image scene classification. International Journal of Applied Earth Observation and Geoinformation 123, pages 103447.
Crossref
Crossref
T. R. Vijaya Lakshmi, Ch. Venkata Krishna Reddy, Padmavathi Kora, K. Swaraja, K. Meenakshi, Ch. Usha Kumari & L. Pratap Reddy. (2023) Classification of multi-spectral data with fine-tuning variants of representative models. Multimedia Tools and Applications 83:8, pages 23465-23487.
Crossref
Crossref
Alan B. Cannaday, Curt H. Davis & Trevor M. Bajkowski. (2023) Detection of Camouflage-Covered Military Objects Using High-Resolution Multi-Spectral Satellite Imagery. Detection of Camouflage-Covered Military Objects Using High-Resolution Multi-Spectral Satellite Imagery.
Sultan Daud Khan & Saleh Basalamah. (2023) Multi-Branch Deep Learning Framework for Land Scene Classification in Satellite Imagery. Remote Sensing 15:13, pages 3408.
Crossref
Crossref
Wenwen Li, Sizhe Wang, Samantha T. Arundel & Chia-Yu Hsu. (2022) GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning. GeoInformatica 27:3, pages 619-640.
Crossref
Crossref
Jingwen Li, Yanting Cai, Xu Gong, Jianwu Jiang, Yanling Lu, Xiaode Meng & Li Zhang. (2023) Semantic Retrieval of Remote Sensing Images Based on the Bag-of-Words Association Mapping Method. Sensors 23:13, pages 5807.
Crossref
Crossref
Sagar Chavda & Mahesh Goyani. (2022) Scene Level Image Classification: A Literature Review. Neural Processing Letters 55:3, pages 2471-2520.
Crossref
Crossref
D Diya Mary, Nandana S. Nair, Mohana, S. Revathy, L. Mary Gladence & Bernatin T. (2023) Automatic Feature Extraction from Satellite Imagery for Remote Sensing. Automatic Feature Extraction from Satellite Imagery for Remote Sensing.
Guanqun Wang, He Chen, Liang Chen, Yin Zhuang, Shanghang Zhang, Tong Zhang, Hao Dong & Peng Gao. (2023) P2FEViT: Plug-and-Play CNN Feature Embedded Hybrid Vision Transformer for Remote Sensing Image Classification. Remote Sensing 15:7, pages 1773.
Crossref
Crossref
Ronald Tombe & Serestina Viriri. (2023) Remote Sensing Image Scene Classification: Advances and Open Challenges. Geomatics 3:1, pages 137-155.
Crossref
Crossref
Zhengwu Yuan, Chan Tang, Aixia Yang, Wendong Huang & Wang Chen. (2023) Few-Shot Remote Sensing Image Scene Classification Based on Metric Learning and Local Descriptors. Remote Sensing 15:3, pages 831.
Crossref
Crossref
Jingwen Yuan & Shugen Wang. (2023) HCFPN: Hierarchical Contextual Feature-Preserved Network for Remote Sensing Scene Classification. Remote Sensing 15:3, pages 810.
Crossref
Crossref
Yanqiao Chen, Yangyang Li, Heting Mao, Xinghua Chai & Licheng Jiao. (2023) A Novel Deep Nearest Neighbor Neural Network for Few-Shot Remote Sensing Image Scene Classification. Remote Sensing 15:3, pages 666.
Crossref
Crossref
Chengjun Xu, Jingqian Shu & Guobin Zhu. (2023) Scene Classification Based on Heterogeneous Features of Multi-Source Data. Remote Sensing 15:2, pages 325.
Crossref
Crossref
Baodi Liu, Lifei Zhao, Shuai Shao, Weifeng Liu, Dapeng Tao, Weijia Cao & Yicong Zhou. (2023) RAN: Region-Aware Network for Remote Sensing Image Super-Resolution. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-13.
Crossref
Crossref
Liu Wang, Li Zhuo & Jiafeng Li. (2023) Few-Shot Remote Sensing Scene Classification With Spatial Affinity Attention and Class Surrogate-Based Supervised Contrastive Learning. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-14.
Crossref
Crossref
Xiliang Chen, Guobin Zhu & Jiaxin Wei. (2023) MMML: Multimanifold Metric Learning for Few-Shot Remote-Sensing Image Scene Classification. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-14.
Crossref
Crossref
Yuyu Jia, Junyu Gao, Wei Huang, Yuan Yuan & Qi Wang. (2023) Exploring Hard Samples in Multiview for Few-Shot Remote Sensing Scene Classification. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-14.
Crossref
Crossref
Chao Tao, Ji Qi, Mingning Guo, Qing Zhu & Haifeng Li. (2023) Self-Supervised Remote Sensing Feature Learning: Learning Paradigms, Challenges, and Future Works. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-26.
Crossref
Crossref
Ning Zhang, Guoqing Wang, Jue Wang, He Chen, Wenchao Liu & Liang Chen. (2023) All Adder Neural Networks for On-Board Remote Sensing Scene Classification. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-16.
Crossref
Crossref
Zhong Ji, Liyuan Hou, Xuan Wang, Gang Wang & Yanwei Pang. (2023) Dual Contrastive Network for Few-Shot Remote Sensing Image Scene Classification. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-12.
Crossref
Crossref
Xiangyu Wang, Lyuzhou Chen, Taiyu Ban, Derui Lyu, Yifeng Guan, Xingyu Wu, Xiren Zhou & Huanhuan Chen. (2023) Accurate Label Refinement From Multiannotator of Remote Sensing Data. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-13.
Crossref
Crossref
Yangfan Li, Chunjiang Bian & Hongzhen Chen. (2023) Generalized Ridge Regression-Based Channelwise Feature Map Weighted Reconstruction Network for Fine-Grained Few-Shot Ship Classification. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-10.
Crossref
Crossref
Jianzhao Li, Maoguo Gong, Huilin Liu, Yourun Zhang, Mingyang Zhang & Yue Wu. (2023) Multiform Ensemble Self-Supervised Learning for Few-Shot Remote Sensing Scene Classification. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-16.
Crossref
Crossref
Feiyang Li & Jiangtao Wang. (2023) Remote Sensing Image Scene Classification via Regional Growth-Based Key Area Fine Location and Multilayer Feature Fusion. IEEE Geoscience and Remote Sensing Letters 20, pages 1-5.
Crossref
Crossref
Licheng Jiao, Zhongjian Huang, Xiaoqiang Lu, Xu Liu, Yuting Yang, Jiaxuan Zhao, Jinyue Zhang, Biao Hou, Shuyuan Yang, Fang Liu, Wenping Ma, Lingling Li, Xiangrong Zhang, Puhua Chen, Zhixi Feng, Xu Tang, Yuwei Guo, Dou Quan, Shuang Wang, Weibin Li, Jing Bai, Yangyang Li, Ronghua Shang & Jie Feng. (2023) Brain-Inspired Remote Sensing Foundation Models and Open Problems: A Comprehensive Survey. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16, pages 10084-10120.
Crossref
Crossref
Licheng Jiao, Zhongjian Huang, Xu Liu, Yuting Yang, Mengru Ma, Jiaxuan Zhao, Chao You, Biao Hou, Shuyuan Yang, Fang Liu, Wenping Ma, Lingling Li, Puhua Chen, Zhixi Feng, Xu Tang, Yuwei Guo, Xiangrong Zhang, Dou Quan, Shuang Wang, Weibin Li, Jing Bai, Yangyang Li, Ronghua Shang & Jie Feng. (2023) Brain-Inspired Remote Sensing Interpretation: A Comprehensive Survey. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16, pages 2992-3033.
Crossref
Crossref
Lin Lan & Chunling Lu. 2023. Proceedings of the 7th International Symposium of Space Optical Instruments and Applications. Proceedings of the 7th International Symposium of Space Optical Instruments and Applications
207
228
.
Jinyang Wang, Tao Wang, Min Gan & George Hadjichristofi. 2023. Machine Learning for Cyber Security. Machine Learning for Cyber Security
87
98
.
Usman Muhammad, Md Ziaul Hoque, Weiqiang Wang & Mourad Oussalah. (2022) Patch-Based Discriminative Learning for Remote Sensing Scene Classification. Remote Sensing 14:23, pages 5913.
Crossref
Crossref
Şaziye Özge ATİK. (2022) Derin Öğrenme Yaklaşımlarıyla Çevresel İzlemeye Yönelik Çok-Sınıflı SınıflandırmaMulti-Class Classification for Environmental Monitoring with Deep Learning Approaches. European Journal of Science and Technology.
Crossref
Crossref
Yassir Benhammou, Domingo Alcaraz-Segura, Emilio Guirado, Rohaifa Khaldi, Boujemâa Achchab, Francisco Herrera & Siham Tabik. (2022) Sentinel2GlobalLULC: A Sentinel-2 RGB image tile dataset for global land use/cover mapping with deep learning. Scientific Data 9:1.
Crossref
Crossref
Nan Jiang, Haowen Shi & Jie Geng. (2022) Multi-Scale Graph-Based Feature Fusion for Few-Shot Remote Sensing Image Scene Classification. Remote Sensing 14:21, pages 5550.
Crossref
Crossref
Cong Bai, Minjing Zhang, Jinglin Zhang, Jianwei Zheng & Shengyong Chen. (2022) LSCIDMR: Large-Scale Satellite Cloud Image Database for Meteorological Research. IEEE Transactions on Cybernetics 52:11, pages 12538-12550.
Crossref
Crossref
Anxun Han, Lei Xing, Weifeng Liu & Baodi Liu. (2022) MVFF: Multi-view Feature Fusion for Few-shot Remote Sensing Image Scene Classification. MVFF: Multi-view Feature Fusion for Few-shot Remote Sensing Image Scene Classification.
Zichen Wang & Jianzhong Qiao. (2022) Few-Shot Remote Sensing Scene Classification with Multi-Metric Fusion. Few-Shot Remote Sensing Scene Classification with Multi-Metric Fusion.
Maria Sdraka, Ioannis Papoutsis, Bill Psomas, Konstantinos Vlachos, Konstantinos Ioannidis, Konstantinos Karantzalos, Ilias Gialampoukidis & Stefanos Vrochidis. (2022) Deep Learning for Downscaling Remote Sensing Images: Fusion and super-resolution. IEEE Geoscience and Remote Sensing Magazine 10:3, pages 202-255.
Crossref
Crossref
Qingjie Zeng & Jie Geng. (2022) Task-specific contrastive learning for few-shot remote sensing image scene classification. ISPRS Journal of Photogrammetry and Remote Sensing 191, pages 143-154.
Crossref
Crossref
Peijuan Wang, Bulent Bayram & Elif Sertel. (2022) A comprehensive review on deep learning based remote sensing image super-resolution methods. Earth-Science Reviews 232, pages 104110.
Crossref
Crossref
Wenjie Chen, Yuan Gao, Aibin Chen, Guoxiong Zhou, Jianwu Wang, Xiaobo Yang & RunDong Jiang. (2022) Remote sensing scene classification with multi-spatial scale frequency covariance pooling. Multimedia Tools and Applications 81:21, pages 30413-30435.
Crossref
Crossref
S. Thirumaladevi, K. Veera Swamy & M. Sailaja. (2022) Improved transfer learning of CNN through fine-tuning and classifier ensemble for scene classification. Soft Computing 26:12, pages 5617-5636.
Crossref
Crossref
Qi Wang, Wei Huang, Zhitong Xiong & Xuelong Li. (2022) Looking Closer at the Scene: Multiscale Representation Learning for Remote Sensing Image Scene Classification. IEEE Transactions on Neural Networks and Learning Systems 33:4, pages 1414-1428.
Crossref
Crossref
Nenghuan Zhang, Yongbin Wang & Shuang Feng. (2022) A Lightweight Remote Sensing Image Super-Resolution Method and Its Application in Smart Cities. Electronics 11:7, pages 1050.
Crossref
Crossref
Mehmet Akif Günen. (2021) Performance comparison of deep learning and machine learning methods in determining wetland water areas using EuroSAT dataset. Environmental Science and Pollution Research 29:14, pages 21092-21106.
Crossref
Crossref
Zhengwu Yuan, Wendong Huang, Chan Tang, Aixia Yang & Xiaobo Luo. (2022) Graph-Based Embedding Smoothing Network for Few-Shot Scene Classification of Remote Sensing Images. Remote Sensing 14:5, pages 1161.
Crossref
Crossref
Ayesha Shafique, Guo Cao, Zia Khan, Muhammad Asad & Muhammad Aslam. (2022) Deep Learning-Based Change Detection in Remote Sensing Images: A Review. Remote Sensing 14:4, pages 871.
Crossref
Crossref
Mark Altaweel, Adel Khelifi, Zehao Li, Andrea Squitieri, Tasnim Basmaji & Mohammed Ghazal. (2022) Automated Archaeological Feature Detection Using Deep Learning on Optical UAV Imagery: Preliminary Results. Remote Sensing 14:3, pages 553.
Crossref
Crossref
Maoguo Gong, Jianzhao Li, Yourun Zhang, Yue Wu & Mingyang Zhang. (2022) Two-Path Aggregation Attention Network With Quad-Patch Data Augmentation for Few-Shot Scene Classification. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-16.
Crossref
Crossref
Lingjun Li, Xiwen Yao, Gong Cheng & Junwei Han. (2022) AIFS-DATASET for Few-Shot Aerial Image Scene Classification. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-11.
Crossref
Crossref
Gong Cheng, Liming Cai, Chunbo Lang, Xiwen Yao, Jinyong Chen, Lei Guo & Junwei Han. (2022) SPNet: Siamese-Prototype Network for Few-Shot Remote Sensing Image Scene Classification. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-11.
Crossref
Crossref
Jian Kang, Ruben Fernandez-Beltran, Zhirui Wang, Xian Sun, Jingen Ni & Antonio Plaza. (2022) Rotation-Invariant Deep Embedding for Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-13.
Crossref
Crossref
Xiang Zhang, Xin Wei, Ning Zhang, Wenchao Liu & Yizhuang Xie. (2022) RDPN: Tackling the Data Shift Problem in Remote Sensing Scene Classification. IEEE Geoscience and Remote Sensing Letters 19, pages 1-5.
Crossref
Crossref
Qingjie Zeng, Jie Geng, Wen Jiang, Kai Huang & Zeyu Wang. (2022) IDLN: Iterative Distribution Learning Network for Few-Shot Remote Sensing Image Scene Classification. IEEE Geoscience and Remote Sensing Letters 19, pages 1-5.
Crossref
Crossref
Xiang Zhang, Tianyu Wei, Wenchao Liu & Yizhuang Xie. (2022) Cosine Margin Prototypical Networks for Remote Sensing Scene Classification. IEEE Geoscience and Remote Sensing Letters 19, pages 1-5.
Crossref
Crossref
Jiarui Hu, Qidi Shu, Jun Pan, Jianguang Tu, Ying Zhu & Mi Wang. (2022) MINet: Multilevel Inheritance Network-Based Aerial Scene Classification. IEEE Geoscience and Remote Sensing Letters 19, pages 1-5.
Crossref
Crossref
Rui Yang, Fangling Pu, Zhaozhuo Xu, Chujiang Ding & Xin Xu. (2022) DA2Net: Distraction-Attention-Driven Adversarial Network for Robust Remote Sensing Image Scene Classification. IEEE Geoscience and Remote Sensing Letters 19, pages 1-5.
Crossref
Crossref
Lin Bai, Qingxin Liu, Cuiling Li, Chunlin Zhu, Zhen Ye & Meng Xi. (2022) A Lightweight and Multiscale Network for Remote Sensing Image Scene Classification. IEEE Geoscience and Remote Sensing Letters 19, pages 1-5.
Crossref
Crossref
Ming Li, Lin Lei, Yuli Sun, Xiao Li & Gangyao Kuang. (2022) A Cross-Layer Nonlocal Network for Remote Sensing Scene Classification. IEEE Geoscience and Remote Sensing Letters 19, pages 1-5.
Crossref
Crossref
Linming Gao, Nan Li & Longwei Li. (2022) Low-Rank Nonlocal Representation for Remote Sensing Scene Classification. IEEE Geoscience and Remote Sensing Letters 19, pages 1-5.
Crossref
Crossref
Muhammad Ahmad, Sidrah Shabbir, Swalpa Kumar Roy, Danfeng Hong, Xin Wu, Jing Yao, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano & Jocelyn Chanussot. (2022) Hyperspectral Image Classification—Traditional to Deep Models: A Survey for Future Prospects. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15, pages 968-999.
Crossref
Crossref
Wendong Huang, Zhengwu Yuan, Aixia Yang, Chan Tang & Xiaobo Luo. (2021) TAE-Net: Task-Adaptive Embedding Network for Few-Shot Remote Sensing Scene Classification. Remote Sensing 14:1, pages 111.
Crossref
Crossref
Sheng-Chieh Hung, Hui-Ching Wu & Ming-Hseng Tseng. (2021) Integrating Image Quality Enhancement Methods and Deep Learning Techniques for Remote Sensing Scene Classification. Applied Sciences 11:24, pages 11659.
Crossref
Crossref
W.T AL-SHAIBANI, Mustafa HELVACI, Ibraheem SHAYEA & Azizul AZIZAN. (2021) Airplane Type Identification Based on Mask RCNN; An Approach to Reduce Airport Traffic Congestion. Airplane Type Identification Based on Mask RCNN; An Approach to Reduce Airport Traffic Congestion.
Liyong Fu, Dong Zhang & Qiaolin Ye. (2021) Recurrent Thrifty Attention Network for Remote Sensing Scene Recognition. IEEE Transactions on Geoscience and Remote Sensing 59:10, pages 8257-8268.
Crossref
Crossref
Lucas Prado Osco, José Marcato Junior, Ana Paula Marques Ramos, Lúcio André de Castro Jorge, Sarah Narges Fatholahi, Jonathan de Andrade Silva, Edson Takashi Matsubara, Hemerson Pistori, Wesley Nunes Gonçalves & Jonathan Li. (2021) A review on deep learning in UAV remote sensing. International Journal of Applied Earth Observation and Geoinformation 102, pages 102456.
Crossref
Crossref
Wenzong Jiang, Lifei Zhao, Yanjiang Wang, Weifeng Liu & Baodi Liu. (2021) Cross-Dimension Attention Guided Self-Supervised Remote Sensing Single-Image Super-Resolution. Remote Sensing 13:19, pages 3835.
Crossref
Crossref
Lingjun Li, Junwei Han, Xiwen Yao, Gong Cheng & Lei Guo. (2021) DLA-MatchNet for Few-Shot Remote Sensing Image Scene Classification. IEEE Transactions on Geoscience and Remote Sensing 59:9, pages 7844-7853.
Crossref
Crossref
Yu Su, Yanfei Zhong, Qiqi Zhu & Ji Zhao. (2021) Urban scene understanding based on semantic and socioeconomic features: From high-resolution remote sensing imagery to multi-source geographic datasets. ISPRS Journal of Photogrammetry and Remote Sensing 179, pages 50-65.
Crossref
Crossref
Fengpeng Li, Jiabao Li, Wei Han, Ruyi Feng & Lizhe Wang. (2021) Unsupervised Representation High-Resolution Remote Sensing Image Scene Classification via Contrastive Learning Convolutional Neural Network. Photogrammetric Engineering & Remote Sensing 87:8, pages 577-591.
Crossref
Crossref
P. Chermprayong, N. Hongkarnjanakul, D. Rouquette, C. Schwob & L. Mezeix. (2021) Convolutional Neural Network for Thailand's Eastern Economic Corridor (EEC) land cover classification using overlapping process on satellite images. Remote Sensing Applications: Society and Environment 23, pages 100543.
Crossref
Crossref
Qingjie Zeng, Jie Geng, Kai Huang, Wen Jiang & Jun Guo. (2021) Prototype Calibration with Feature Generation for Few-Shot Remote Sensing Image Scene Classification. Remote Sensing 13:14, pages 2728.
Crossref
Crossref
Meet Shah, A V Subramanyam & Gaurav Arora. (2021) In-Sat: A Novel Land Cover Classification Dataset for Indian Subcontinent. In-Sat: A Novel Land Cover Classification Dataset for Indian Subcontinent.
Wei Zhang & Yungang Cao. (2021) A new data augmentation method of remote sensing dataset based on Class Activation Map. Journal of Physics: Conference Series 1961:1, pages 012023.
Crossref
Crossref
Le Liang & Guoli Wang. (2021) Efficient recurrent attention network for remote sensing scene classification. IET Image Processing 15:8, pages 1712-1721.
Crossref
Crossref
Chao Ren, Xiaohai He, Linbo Qing, Yuanyuan Wu & Yifei Pu. (2021) Remote sensing image recovery via enhanced residual learning and dual-luminance scheme. Knowledge-Based Systems 222, pages 107013.
Crossref
Crossref
Dongyang Hou, Siyuan Wang & Huaqiao Xing. (2021) A novel benchmark dataset of color steel sheds for remote sensing image retrieval. Earth Science Informatics 14:2, pages 809-818.
Crossref
Crossref
Li Wang, Yanjiang Wang, Yaqian Zhao & Baodi Liu. (2021) Classification of Remotely Sensed Images Using an Ensemble of Improved Convolutional Network. IEEE Geoscience and Remote Sensing Letters 18:5, pages 930-934.
Crossref
Crossref
Chenhui Ma, Dexuan Sha & Xiaodong Mu. (2021) Unsupervised Adversarial Domain Adaptation with Error-Correcting Boundaries and Feature Adaption Metric for Remote-Sensing Scene Classification. Remote Sensing 13:7, pages 1270.
Crossref
Crossref
Yonghao Xu, Bo Du & Liangpei Zhang. (2021) Assessing the Threat of Adversarial Examples on Deep Neural Networks for Remote Sensing Scene Classification: Attacks and Defenses. IEEE Transactions on Geoscience and Remote Sensing 59:2, pages 1604-1617.
Crossref
Crossref
Junge Shen, Tong Zhang, Yichen Wang, Ruxin Wang, Qi Wang & Min Qi. (2021) A Dual-Model Architecture with Grouping-Attention-Fusion for Remote Sensing Scene Classification. Remote Sensing 13:3, pages 433.
Crossref
Crossref
Yang Long, Gui-Song Xia, Shengyang Li, Wen Yang, Michael Ying Yang, Xiao Xiang Zhu, Liangpei Zhang & Deren Li. (2021) On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14, pages 4205-4230.
Crossref
Crossref
Zhuang Zhou, Shengyang Li, Wei Wu, Weilong Guo, Xuan Li, Guisong Xia & Zifei Zhao. (2021) NaSC-TG2: Natural Scene Classification With Tiangong-2 Remotely Sensed Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14, pages 3228-3242.
Crossref
Crossref
Jacob Arndt & Dalton Lunga. (2021) Large-Scale Classification of Urban Structural Units From Remote Sensing Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14, pages 2634-2648.
Crossref
Crossref
Xu Tang, Qiushuo Ma, Xiangrong Zhang, Fang Liu, Jingjing Ma & Licheng Jiao. (2021) Attention Consistent Network for Remote Sensing Scene Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14, pages 2030-2045.
Crossref
Crossref
Faisal Azam, Akash Rizvi, Wazir Zada Khan, Mohammed Y. Aalsalem, Heejung Yu & Yousaf Bin Zikria. (2021) Aircraft Classification Based on PCA and Feature Fusion Techniques in Convolutional Neural Network. IEEE Access 9, pages 161683-161694.
Crossref
Crossref
Huiyao Wan, Jie Chen, Zhixiang Huang, Yun Feng, Zheng Zhou, Xiaoping Liu, Baidong Yao & Tao Xu. (2021) Lightweight Channel Attention and Multiscale Feature Fusion Discrimination for Remote Sensing Scene Classification. IEEE Access 9, pages 94586-94600.
Crossref
Crossref
Alan B. Cannaday, Curt H. Davis & A. J. Maltenfort. (2020) Evaluation of Fuzzy Integral Data Fusion Methods for Rare Object Detection in High-Resolution Satellite Imagery. Evaluation of Fuzzy Integral Data Fusion Methods for Rare Object Detection in High-Resolution Satellite Imagery.
Dongbo Zhou, Shuangjian Liu, Jie Yu & Hao Li. (2020) A High-Resolution Spatial and Time-Series Labeled Unmanned Aerial Vehicle Image Dataset for Middle-Season Rice. ISPRS International Journal of Geo-Information 9:12, pages 728.
Crossref
Crossref
Ozlem Sen & Hacer Yalim Keles. (2020) On the Evaluation of CNN Models in Remote-Sensing Scene Classification Domain. PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science 88:6, pages 477-492.
Crossref
Crossref
Fang Xu, Wen Yang, Tianbi Jiang, Shijie Lin, Hao Luo & Gui-Song Xia. (2020) Mental Retrieval of Remote Sensing Images via Adversarial Sketch-Image Feature Learning. IEEE Transactions on Geoscience and Remote Sensing 58:11, pages 7801-7814.
Crossref
Crossref
P. Ruiz Emparanza, N. Hongkarnjanakul, D. Rouquette, C. Schwob & L. Mezeix. (2020) Land cover classification in Thailand's Eastern Economic Corridor (EEC) using convolutional neural network on satellite images. Remote Sensing Applications: Society and Environment 20, pages 100394.
Crossref
Crossref
Golnoosh Dehghanpoor, Michael Frachetti & Brendan Juba. (2020) A Tensor Decomposition Method for Unsupervised Feature Learning on Satellite Imagery. A Tensor Decomposition Method for Unsupervised Feature Learning on Satellite Imagery.
Sheng-Chieh Hung, Hui-Ching Wu & Ming-Hseng Tseng. (2020) Remote Sensing Scene Classification and Explanation Using RSSCNet and LIME. Applied Sciences 10:18, pages 6151.
Crossref
Crossref
Fan Hu, Gui-Song Xia, Wen Yang & Liangpei Zhang. (2020) Mining Deep Semantic Representations for Scene Classification of High-Resolution Remote Sensing Imagery. IEEE Transactions on Big Data 6:3, pages 522-536.
Crossref
Crossref
Daxin TianYang LiuXuting DuanWei Hao. (2020) A Satellite Image Dataset on Transportation Hubs and Passenger Flow Related Land-Use Types. A Satellite Image Dataset on Transportation Hubs and Passenger Flow Related Land-Use Types.
Yunlong Yu, Xianzhi Li & Fuxian Liu. (2020) E-DBPN: Enhanced Deep Back-Projection Networks for Remote Sensing Scene Image Superresolution. IEEE Transactions on Geoscience and Remote Sensing 58:8, pages 5503-5515.
Crossref
Crossref
Fengpeng Li, Ruyi Feng, Wei Han & Lizhe Wang. (2020) Ensemble model with cascade attention mechanism for high-resolution remote sensing image scene classification. Optics Express 28:15, pages 22358.
Crossref
Crossref
Biserka Petrovska, Eftim Zdravevski, Petre Lameski, Roberto Corizzo, Ivan Štajduhar & Jonatan Lerga. (2020) Deep Learning for Feature Extraction in Remote Sensing: A Case-Study of Aerial Scene Classification. Sensors 20:14, pages 3906.
Crossref
Crossref
Naisen Yang & Hong Tang. (2020) GeoBoost: An Incremental Deep Learning Approach toward Global Mapping of Buildings from VHR Remote Sensing Images. Remote Sensing 12:11, pages 1794.
Crossref
Crossref
Dong Zhang, Nan Li & Qiaolin Ye. (2020) Positional Context Aggregation Network for Remote Sensing Scene Classification. IEEE Geoscience and Remote Sensing Letters 17:6, pages 943-947.
Crossref
Crossref
Donghang Yu, Qing Xu, Haitao Guo, Chuan Zhao, Yuzhun Lin & Daoji Li. (2020) An Efficient and Lightweight Convolutional Neural Network for Remote Sensing Image Scene Classification. Sensors 20:7, pages 1999.
Crossref
Crossref
David Browne, Michael Giering & Steven Prestwich. (2020) PulseNetOne: Fast Unsupervised Pruning of Convolutional Neural Networks for Remote Sensing. Remote Sensing 12:7, pages 1092.
Crossref
Crossref
Yang Mu, Ping Wang, Liangfu Lu, Xuyun Zhang & Lianyong Qi. (2020) Weighted tensor nuclear norm minimization for tensor completion using tensor-SVD. Pattern Recognition Letters 130, pages 4-11.
Crossref
Crossref
Heng Wang & Yunlong Yu. (2019) Deep Feature Fusion for High-Resolution Aerial Scene Classification. Neural Processing Letters 51:1, pages 853-865.
Crossref
Crossref
Yunlong Yu, Xianzhi Li & Fuxian Liu. (2020) Attention GANs: Unsupervised Deep Feature Learning for Aerial Scene Classification. IEEE Transactions on Geoscience and Remote Sensing 58:1, pages 519-531.
Crossref
Crossref
Alan B. Cannaday II, Curt H. Davis, Grant J. Scott, Blake Ruprecht & Derek T. Anderson. (2020) Broad Area Search and Detection of Surface-to-Air Missile Sites Using Spatial Fusion of Component Object Detections From Deep Neural Networks. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13, pages 4728-4737.
Crossref
Crossref
Fengpeng Li, Ruyi Feng, Wei Han & Lizhe Wang. (2020) An Augmentation Attention Mechanism for High-Spatial-Resolution Remote Sensing Image Scene Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13, pages 3862-3878.
Crossref
Crossref
Gong Cheng, Xingxing Xie, Junwei Han, Lei Guo & Gui-Song Xia. (2020) Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13, pages 3735-3756.
Crossref
Crossref
Peiyao Yan, Feng He, Yajie Yang & Fei Hu. (2020) Semi-Supervised Representation Learning for Remote Sensing Image Classification Based on Generative Adversarial Networks. IEEE Access 8, pages 54135-54144.
Crossref
Crossref
P. Deepan & L.R. Sudha. 2020. The Cognitive Approach in Cloud Computing and Internet of Things Technologies for Surveillance Tracking Systems. The Cognitive Approach in Cloud Computing and Internet of Things Technologies for Surveillance Tracking Systems
107
120
.
Parth R. Dave & Hariom A. Pandya. 2020. Advances in Electrical and Computer Technologies. Advances in Electrical and Computer Technologies
83
92
.
Xiaowei Gu & Plamen P. Angelov. 2020. Recent Advances in Big Data and Deep Learning. Recent Advances in Big Data and Deep Learning
257
266
.
Chu He, Qingyi Zhang, Tao Qu, Dingwen Wang & Mingsheng Liao. (2019) Remote Sensing and Texture Image Classification Network Based on Deep Learning Integrated with Binary Coding and Sinkhorn Distance. Remote Sensing 11:23, pages 2870.
Crossref
Crossref
Alan B. Cannaday II, Raymond L. Chastain, J. Alex Hurt, Curt H. Davis, Grant J. Scott & A.J. Maltenfort. (2019) Decision-Level Fusion of DNN Outputs for Improving Feature Detection Performance on Large-Scale Remote Sensing Image Datasets. Decision-Level Fusion of DNN Outputs for Improving Feature Detection Performance on Large-Scale Remote Sensing Image Datasets.
Jie Yang, Chao Ren, Xin Zhou, Xiaohai He & Zhengyong Wang. (2019) Super-resolution for remote sensing images via dual-domain network learning. Journal of Electronic Imaging 28:06, pages 1.
Crossref
Crossref
Achraf Djerida, Zhonghua Zhao & Jiankang Zhao. (2019) A Deep learning based evaluation method for feature detectors using satellite images. A Deep learning based evaluation method for feature detectors using satellite images.
Jinxiang Liang, Jianwu Dang, Yangping Wang, Jingyu Yang & Zhenhai Zhang. (2019) Remote Sensing Image Scene Classification Based on SURF Feature and Deep Learning. Remote Sensing Image Scene Classification Based on SURF Feature and Deep Learning.
Yuri Shendryk, Yannik Rist, Catherine Ticehurst & Peter Thorburn. (2019) Deep learning for multi-modal classification of cloud, shadow and land cover scenes in PlanetScope and Sentinel-2 imagery. ISPRS Journal of Photogrammetry and Remote Sensing 157, pages 124-136.
Crossref
Crossref
Hongren Wang, Ce Li, Xiantong Zhen, Wankou Yang & Baochang Zhang. (2019) Gaussian Transfer Convolutional Neural Networks. IEEE Transactions on Emerging Topics in Computational Intelligence 3:5, pages 360-368.
Crossref
Crossref
Rostyslav Y. Kosarevych, Oleksiy A. Lutsyk, Oleg V. Kapshii & Bogdan P. Rusyn. (2019) Random point patterns and bags of visual words for remote sensing imagery. Journal of Applied Remote Sensing 13:03, pages 1.
Crossref
Crossref
Weizhen Fang, Cunguang Wang, Xi Chen, Wei Wan, Huan Li, Siyu Zhu, Yu Fang, Baojian Liu & Yang Hong. (2019) Recognizing Global Reservoirs From Landsat 8 Images: A Deep Learning Approach. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12:9, pages 3168-3177.
Crossref
Crossref
Yangyang Chen, Dongping Ming & Xianwei Lv. (2019) Superpixel based land cover classification of VHR satellite image combining multi-scale CNN and scale parameter estimation. Earth Science Informatics 12:3, pages 341-363.
Crossref
Crossref
Bin Zhang, Yongjun Zhang & Shugen Wang. (2019) A Lightweight and Discriminative Model for Remote Sensing Scene Classification With Multidilation Pooling Module. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12:8, pages 2636-2653.
Crossref
Crossref
Patrick Helber, Benjamin Bischke, Andreas Dengel & Damian Borth. (2019) EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12:7, pages 2217-2226.
Crossref
Crossref
Xiaowei Gu & Plamen P. Angelov. (2019) Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature Descriptor. Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature Descriptor.
J. Alex Hurt, Grant J. Scott & Curt H. Davis. (2019) Comparison of Deep Learning Model Performance between Meta-Dataset Training Versus Deep Neural Ensembles. Comparison of Deep Learning Model Performance between Meta-Dataset Training Versus Deep Neural Ensembles.
Zhongliang Fu & Xiaoli Liang. (2019) Residential land extraction from high spatial resolution optical images using multifeature hierarchical method. Journal of Applied Remote Sensing 13:02, pages 1.
Crossref
Crossref
Lifu Chen, Xianliang Cui, Zhenhong Li, Zhihui Yuan, Jin Xing, Xuemin Xing & Zhiwei Jia. (2019) A New Deep Learning Algorithm for SAR Scene Classification Based on Spatial Statistical Modeling and Features Re-Calibration. Sensors 19:11, pages 2479.
Crossref
Crossref
Kang Ni, Yiquan Wu & Peng Wang. (2019) Scene Classification from Synthetic Aperture Radar Images Using Generalized Compact Channel-Boosted High-Order Orderless Pooling Network. Remote Sensing 11:9, pages 1079.
Crossref
Crossref
Anza Shakeel, Waqas Sultani & Mohsen Ali. (2019) Deep built-structure counting in satellite imagery using attention based re-weighting. ISPRS Journal of Photogrammetry and Remote Sensing 151, pages 313-321.
Crossref
Crossref
Lijun Zhao, Wei Zhang & Ping Tang. (2018) Analysis of the inter-dataset representation ability of deep features for high spatial resolution remote sensing image scene classification. Multimedia Tools and Applications 78:8, pages 9667-9689.
Crossref
Crossref
Bao-Di Liu, Jie Meng, Wen-Yang Xie, Shuai Shao, Ye Li & Yanjiang Wang. (2019) Weighted Spatial Pyramid Matching Collaborative Representation for Remote-Sensing-Image Scene Classification. Remote Sensing 11:5, pages 518.
Crossref
Crossref
Malay S. Bhatt & Tejas P. Patalia. (2018) Content-based high-resolution satellite image classification. International Journal of Information Technology 11:1, pages 127-140.
Crossref
Crossref
Feng’an Zhao, Xiaodong Mu, Zhou Yang & Zhaoxiang Yi. (2019) Hierarchical feature coding model for high-resolution satellite scene classification. Journal of Applied Remote Sensing 13:01, pages 1.
Crossref
Crossref
Qi Wang, Shaoteng Liu, Jocelyn Chanussot & Xuelong Li. (2019) Scene Classification With Recurrent Attention of VHR Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing 57:2, pages 1155-1167.
Crossref
Crossref
Jatin Babbar & Neeru Rathee. (2019) Satellite Image Analysis: A Review. Satellite Image Analysis: A Review.
Xiaoqiang Lu, Weijun Ji, Xuelong Li & Xiangtao Zheng. (2019) Bidirectional adaptive feature fusion for remote sensing scene classification. Neurocomputing 328, pages 135-146.
Crossref
Crossref
Yongyong Fu, Jinsong Deng, Ziran Ye, Muye Gan, Ke Wang, Jing Wu, Wu Yang & Guoqiang Xiao. (2019) Coastal Aquaculture Mapping from Very High Spatial Resolution Imagery by Combining Object-Based Neighbor Features. Sustainability 11:3, pages 637.
Crossref
Crossref
Dongyang Hou, Zelang Miao, Huaqiao Xing & Hao Wu. (2019) V-RSIR: An Open Access Web-Based Image Annotation Tool for Remote Sensing Image Retrieval. IEEE Access 7, pages 83852-83862.
Crossref
Crossref
Yiyou Guo, Jinsheng Ji, Xiankai Lu, Hong Huo, Tao Fang & Deren Li. (2019) Global-Local Attention Network for Aerial Scene Classification. IEEE Access 7, pages 67200-67212.
Crossref
Crossref
Mayar A. Shafaey, Mohammed A.-M. Salem, H. M. Ebied, M. N. Al-Berry & M. F. Tolba. 2019. Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2018. Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2018
383
391
.
Nilakshi Devi & Bhogeswar Borah. 2019. Pattern Recognition and Machine Intelligence. Pattern Recognition and Machine Intelligence
551
558
.
Nadeem Akhtar, Nitin S. Choubey & U. Ragavendran. 2019. Computational Intelligence and Sustainable Systems. Computational Intelligence and Sustainable Systems
165
199
.
Arne Schumann, Lars Sommer, Max Vogler & Jurgen Beyerer. (2018) Onthology-based Masking Loss for Improved Generalization in Remote Sensing Semantic Image Retrieval. Onthology-based Masking Loss for Improved Generalization in Remote Sensing Semantic Image Retrieval.
Xu Jiaqing, Lv Qi, Liu Hongjun & He Jie. (2018) Scene classification of remote sensing images based on hierarchical sparse coding. The Journal of Engineering 2018:16, pages 1650-1657.
Crossref
Crossref
Weixun Zhou, Shawn Newsam, Congmin Li & Zhenfeng Shao. (2018) PatternNet: A benchmark dataset for performance evaluation of remote sensing image retrieval. ISPRS Journal of Photogrammetry and Remote Sensing 145, pages 197-209.
Crossref
Crossref
Ying Li, Haokui Zhang, Xizhe Xue, Yenan Jiang & Qiang Shen. (2018) Deep learning for remote sensing image classification: A survey. WIREs Data Mining and Knowledge Discovery 8:6.
Crossref
Crossref
Xiaowei Gu & Plamen Angelov. (2018) A Deep Rule-Based Approach for Satellite Scene Image Analysis. A Deep Rule-Based Approach for Satellite Scene Image Analysis.
J. Alex Hurt, Grant J. Scott, Derek T. Anderson & Curt H. Davis. (2018) Benchmark Meta-Dataset of High-Resolution Remote Sensing Imagery for Training Robust Deep Learning Models in Machine-Assisted Visual Analytics. Benchmark Meta-Dataset of High-Resolution Remote Sensing Imagery for Training Robust Deep Learning Models in Machine-Assisted Visual Analytics.
Panpan Zhu, Liqiang Zhang, Yuebin Wang, Jie Mei, Guoqing Zhou, Fangyu Liu, Weiwei Liu & P. Takis Mathiopoulos. (2018) Projection learning with local and global consistency constraints for scene classification. ISPRS Journal of Photogrammetry and Remote Sensing 144, pages 202-216.
Crossref
Crossref
Lipeng Ji, Xiaohui Hu & Mingye Wang. (2018) Saliency Preprocessing Locality-Constrained Linear Coding for Remote Sensing Scene Classification. Electronics 7:9, pages 169.
Crossref
Crossref
Patrick Helber, Benjamin Bischke, Andreas Dengel & Damian Borth. (2018) Introducing Eurosat: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. Introducing Eurosat: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification.
John E. Ball, Derek T. Anderson & Pan Wei. (2018) State-of-the-Art and Gaps for Deep Learning on Limited Training Data in Remote Sensing. State-of-the-Art and Gaps for Deep Learning on Limited Training Data in Remote Sensing.
Kunlun Qi, Qingfeng Guan, Chao Yang, Feifei Peng, Shengyu Shen & Huayi Wu. (2018) Concentric Circle Pooling in Deep Convolutional Networks for Remote Sensing Scene Classification. Remote Sensing 10:6, pages 934.
Crossref
Crossref
Bushra Zafar, Rehan Ashraf, Nouman Ali, Mudassar Ahmed, Sohail Jabbar & Savvas A. Chatzichristofis. (2018) Image classification by addition of spatial information based on histograms of orthogonal vectors. PLOS ONE 13:6, pages e0198175.
Crossref
Crossref
Gong Cheng, Ceyuan Yang, Xiwen Yao, Lei Guo & Junwei Han. (2018) When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs. IEEE Transactions on Geoscience and Remote Sensing 56:5, pages 2811-2821.
Crossref
Crossref
Na Liu, Xiankai Lu, Lihong Wan, Hong Huo & Tao Fang. (2018) Improving the Separability of Deep Features with Discriminative Convolution Filters for RSI Classification. ISPRS International Journal of Geo-Information 7:3, pages 95.
Crossref
Crossref
Muhammad Amin, Tamleek Ali Tanveer, Shakirullah Shah, Muhammad Abdullah & Muhammad Shafi. (2017) DeepSIC: a deep model. Cluster Computing 21:1, pages 741-754.
Crossref
Crossref
Yunlong Yu & Fuxian Liu. (2018) Aerial Scene Classification via Multilevel Fusion Based on Deep Convolutional Neural Networks. IEEE Geoscience and Remote Sensing Letters 15:2, pages 287-291.
Crossref
Crossref
Yunlong Yu & Fuxian Liu. (2018) A Two-Stream Deep Fusion Framework for High-Resolution Aerial Scene Classification. Computational Intelligence and Neuroscience 2018, pages 1-13.
Crossref
Crossref
Zhiqiang Gong, Ping Zhong, Yang Yu & Weidong Hu. (2018) Diversity-Promoting Deep Structural Metric Learning for Remote Sensing Scene Classification. IEEE Transactions on Geoscience and Remote Sensing 56:1, pages 371-390.
Crossref
Crossref
Qingshan Liu, Renlong Hang, Huihui Song & Zhi Li. (2018) Learning Multiscale Deep Features for High-Resolution Satellite Image Scene Classification. IEEE Transactions on Geoscience and Remote Sensing 56:1, pages 117-126.
Crossref
Crossref
Na Liu, Lihong Wan, Yu Zhang, Tao Zhou, Hong Huo & Tao Fang. (2018) Exploiting Convolutional Neural Networks With Deeply Local Description for Remote Sensing Image Classification. IEEE Access 6, pages 11215-11228.
Crossref
Crossref
Bin Zhang, Yueyan Liu, Zuyu Zhang & Yonglin Shen. (2017) Land use and land cover classification for rural residential areas in China using soft-probability cascading of multifeatures. Journal of Applied Remote Sensing 11:04, pages 1.
Crossref
Crossref
Jay S Sevak, Aerika D. Kapadia, Jaiminkumar B. Chavda, Arpita Shah & Mrugendrasinh Rahevar. (2017) Survey on semantic image segmentation techniques. Survey on semantic image segmentation techniques.
Daoyu Lin, Kun Fu, Yang Wang, Guangluan Xu & Xian Sun. (2017) MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification. IEEE Geoscience and Remote Sensing Letters 14:11, pages 2092-2096.
Crossref
Crossref
Gong Cheng, Junwei Han & Xiaoqiang Lu. (2017) Remote Sensing Image Scene Classification: Benchmark and State of the Art. Proceedings of the IEEE 105:10, pages 1865-1883.
Crossref
Crossref
Displaying 200 of 239 citing articles. Use the download link below to view the full list of citing articles.
Download full citations list