Zhongqiang Zhang, Dahua Gao, Danhua Liu & Guangming Shi. (2024) Spectral-Spatial Domain Attention Network for Hyperspectral Image Few-Shot Classification. Remote Sensing 16:3, pages 592.
Crossref
Weiying Kong, Leqian Gu, Zitian Wang & Lan Chen. (2023) Multi-Branch Graph Neural Network Model for Hyperspectral Image Classification. Multi-Branch Graph Neural Network Model for Hyperspectral Image Classification.
Hamid Ebrahimy & Zhou Zhang. (2023) Per-pixel accuracy as a weighting criterion for combining ensemble of extreme learning machine classifiers for satellite image classification. International Journal of Applied Earth Observation and Geoinformation 122, pages 103390.
Crossref
Umut Gunes SEFERCİK, Taşkın KAVZOĞLU, İsmail ÇÖLKESEN, Mertcan NAZAR, Muhammed Yusuf ÖZTÜRK, Samed ADALI & Salih DİNÇ. (2023) 3D positioning accuracy and land cover classification performance of multispectral RTK UAVs. International Journal of Engineering and Geosciences 8:2, pages 119-128.
Crossref
Siqin Qi, Jiayi Pan & Adam T. Devlin. (2023) Long-term evolution of winter habitats in Poyang Lake derived from satellite imagery using machine learning methods. Frontiers of Earth Science.
Crossref
Junsan Zhang, Li Zhao, Hongzhao Jiang, Shigen Shen, Jian Wang, Peiying Zhang, Wei Zhang & Leiquan Wang. (2023) Hyperspectral Image Classification Based on Dense Pyramidal Convolution and Multi-Feature Fusion. Remote Sensing 15:12, pages 2990.
Crossref
Jinping Tong, Fei Gao, Hui Liu, Jing Huang, Gaofeng Liu, Hanyue Zhang & Qiong Duan. (2023) A Study on Identification of Urban Waterlogging Risk Factors Based on Satellite Image Semantic Segmentation and XGBoost. Sustainability 15:8, pages 6434.
Crossref
赵利 Zhao Li, 王雷全 Wang Leiquan, 张俊三 Zhang Junsan, 邵志敏 Shao Zhimin & 朱杰 Zhu Jie. (2023) 基于双通道特征增强的高光谱图像分类. Laser & Optoelectronics Progress 60:12, pages 1210012.
Crossref
Cuiping Shi, Haiyang Wu & Liguo Wang. (2023) A Positive Feedback Spatial-Spectral Correlation Network Based on Spectral Slice for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-17.
Crossref
Xuan Yang, Yongqing Bai, Pan Chen, Cong Li, Kaixuan Lu & Zhengchao Chen. (2022) A Prior Semantic Network for Large-Scale Landcover Change of Landsat Imagery. Sustainability 14:20, pages 13167.
Crossref
Lynn Miller, Liujun Zhu, Marta Yebra, Christoph Rüdiger & Geoffrey I. Webb. (2022) Multi-modal temporal CNNs for live fuel moisture content estimation. Environmental Modelling & Software 156, pages 105467.
Crossref
Zhice Fang, Yi Wang, Hexiang Duan, Ruiqing Niu & Ling Peng. (2022) Comparison of general kernel, multiple kernel, infinite ensemble and semi-supervised support vector machines for landslide susceptibility prediction. Stochastic Environmental Research and Risk Assessment 36:10, pages 3535-3556.
Crossref
Feilin Lai & Xiaojun Yang. (2022) Improving Land Cover Classification Over a Large Coastal City Through Stacked Generalization with Filtered Training Samples. Photogrammetric Engineering & Remote Sensing 88:7, pages 451-459.
Crossref
Panpan Chen, Chunjiang Zhao, Dandan Duan & Fan Wang. (2022) Extracting tea plantations in complex landscapes using Sentinel-2 imagery and machine learning algorithms. Community Ecology 23:2, pages 163-172.
Crossref
Zhenyu Lu, Shaoyang Liang, Qiang Yang & Bo Du. (2022) Evolving Block-Based Convolutional Neural Network for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-21.
Crossref
Sikang Hou, Hongye Shi, Xianghai Cao, Xiaohua Zhang & Licheng Jiao. (2022) Hyperspectral Imagery Classification Based on Contrastive Learning. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-13.
Crossref
Lakhwinder Singh, Deepak Khare & Nitin Mishra. 2022. Smart Technologies for Energy, Environment and Sustainable Development, Vol 1. Smart Technologies for Energy, Environment and Sustainable Development, Vol 1
117
130
.
Fahad ul Hassan & Tuyen Le. (2021) Computer-assisted separation of design-build contract requirements to support subcontract drafting. Automation in Construction 122, pages 103479.
Crossref
Haireti Alifu, Jean-Francois Vuillaume, Brian Alan Johnson & Yukiko Hirabayashi. (2020) Machine-learning classification of debris-covered glaciers using a combination of Sentinel-1/-2 (SAR/optical), Landsat 8 (thermal) and digital elevation data. Geomorphology 369, pages 107365.
Crossref
ASHIS RANJAN UDGATA, PRACHI MISRA SAHOO*TAUQUEER AHMAD, ANIL RAI & GOPAL KRISHNA. (2020) Remote Sensing and Machine Learning techniques for acreage estimation of mango (Mangifera indica). The Indian Journal of Agricultural Sciences 90:3, pages 551-555.
Crossref
Christos Vasilakos, Dimitris Kavroudakis & Aikaterini Georganta. (2020) Machine Learning Classification Ensemble of Multitemporal Sentinel-2 Images: The Case of a Mixed Mediterranean Ecosystem. Remote Sensing 12:12, pages 2005.
Crossref
Pradeep Kumar Garg, Rahul Dev Garg, Gaurav Shukla & Hari Shanker SrivastavaPradeep Kumar Garg, Rahul Dev Garg, Gaurav Shukla & Hari Shanker Srivastava. 2020. Digital Mapping of Soil Landscape Parameters. Digital Mapping of Soil Landscape Parameters
13
46
.
Battula Balnarsaiah, T. S. Prasad, Laxminarayana Parayitam, Balakrishna Penta & Chandrasekhar Patibandla. 2020. Computational Intelligence in Pattern Recognition. Computational Intelligence in Pattern Recognition
981
990
.
Ram Avtar, Saurabh Tripathi & Ashwani Kumar Aggarwal. (2019) Assessment of Energy–Population–Urbanization Nexus with Changing Energy Industry Scenario in India. Land 8:8, pages 124.
Crossref
Binge Cui, Liwei Zhong, Bei Yin, Guangbo Ren & Yan Lu. (2019) Hyperspectral image classification based on multiple kernel mutual learning. Infrared Physics & Technology 99, pages 113-122.
Crossref
H.P.U. Fonseka, Hongsheng Zhang, Ying Sun, Hua Su, Hui Lin & Yinyi Lin. (2019) Urbanization and Its Impacts on Land Surface Temperature in Colombo Metropolitan Area, Sri Lanka, from 1988 to 2016. Remote Sensing 11:8, pages 957.
Crossref
Ying Liu & Lihua Huang. (2019) A novel ensemble support vector machine model for land cover classification. International Journal of Distributed Sensor Networks 15:4, pages 155014771984273.
Crossref
Genyun Sun, Hui Huang, Aizhu Zhang, Feng Li, Huimin Zhao & Hang Fu. (2019) Fusion of Multiscale Convolutional Neural Networks for Building Extraction in Very High-Resolution Images. Remote Sensing 11:3, pages 227.
Crossref
Balnarsaiah Battula, Laxminarayana Parayitam, T. S. Prasad, Penta Balakrishna & Chandrasekhar Patibandla. (2018) Classifications of High Resolution Optical Images using Supervised Algorithms. Classifications of High Resolution Optical Images using Supervised Algorithms.
A. Senthil Kumar, Anil Kumar, R. Krishnan, B. Chakravarthi & B. L. Deekshatalu. (2017) Soft Computing in Remote Sensing Applications. Proceedings of the National Academy of Sciences, India Section A: Physical Sciences 87:4, pages 503-517.
Crossref
Bin Pan, Zhenwei Shi, Xia Xu & Yi Yang. (2017) Hashing Based Hierarchical Feature Representation for Hyperspectral Imagery Classification. Remote Sensing 9:11, pages 1094.
Crossref
Junheung Park & Kyoung-Yun Kim. (2017) Prediction Modeling Framework With Bootstrap Aggregating for Noisy Resistance Spot Welding Data. Journal of Manufacturing Science and Engineering 139:10.
Crossref
Bin Pan, Zhenwei Shi & Xia Xu. (2017) Hierarchical Guidance Filtering-Based Ensemble Classification for Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing 55:7, pages 4177-4189.
Crossref
Kuo-Wei Hsu. (2017) A Theoretical Analysis of Why Hybrid Ensembles Work. Computational Intelligence and Neuroscience 2017, pages 1-12.
Crossref
Maqsood Shah, Yazhou Liu & Hassan Hayat. (2016) Rotation-based object-oriented ensemble in land use land cover classification of hyperspectral data. Rotation-based object-oriented ensemble in land use land cover classification of hyperspectral data.
Junshi Xia, Jocelyn Chanussot, Peijun Du & Xiyan He. (2016) Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples. IEEE Transactions on Geoscience and Remote Sensing 54:3, pages 1519-1531.
Crossref
Renlong Hang, Qingshan Liu, Huihui Song & Yubao Sun. (2016) Matrix-Based Discriminant Subspace Ensemble for Hyperspectral Image Spatial–Spectral Feature Fusion. IEEE Transactions on Geoscience and Remote Sensing 54:2, pages 783-794.
Crossref
Xuefeng Zhao, Weijie Li, Lei Zhou, Gangbing Song, Qin Ba, Siu Chun Michael Ho & Jinping Ou. (2015) Application of support vector machine for pattern classification of active thermometry-based pipeline scour monitoring. Structural Control and Health Monitoring 22:6, pages 903-918.
Crossref
Rei Sonobe, Hiroshi Tani, Xiufeng Wang, Nobuyuki Kobayashi & Hideki Shimamura. (2015) Discrimination of crop types with TerraSAR-X-derived information. Physics and Chemistry of the Earth, Parts A/B/C 83-84, pages 2-13.
Crossref
Guoyin Cai, Mingyi Du, Hongchen Yang, Ma Hongyu & Che Yahui. (2013) Detection of land cover and thermal environment change in Beijing from TM images. Detection of land cover and thermal environment change in Beijing from TM images.
Xiaojun Yang & Jonathan LiMahesh Pal. 2012. Advances in Mapping from Remote Sensor Imagery. Advances in Mapping from Remote Sensor Imagery
69
90
.
Xiangjuan Li, Xian Sun, Hongqi Wang, Yu Li & Hao Sun. (2012) Multiple kernel relevance vector machine for geospatial objects detection in high-resolution remote sensing images. Journal of Electronics (China) 29:5, pages 353-360.
Crossref
Giorgos Mountrakis, Jungho Im & Caesar Ogole. (2011) Support vector machines in remote sensing: A review. ISPRS Journal of Photogrammetry and Remote Sensing 66:3, pages 247-259.
Crossref
Paul M. Mather & Magaly Koch. 2011. Computer Processing of Remotely‐Sensed Images. Computer Processing of Remotely‐Sensed Images
389
427
.
Dimitrios Moshou, Ioannis Gravalos, Dimitrios Kateris Cedric Bravo, Roberto Oberti, Jon S. West & Herman Ramon. 2012. Geospatial Techniques for Managing Environmental Resources. Geospatial Techniques for Managing Environmental Resources
201
219
.
W. Venkatalakshmi & S.M. Shalinie. (2005) Classification of multispectral images using support vector machines based on PSO and K-means clustering. Classification of multispectral images using support vector machines based on PSO and K-means clustering.
Lynn Miller, Liujun Zhu, Marta Yebra, Christoph Rüdiger & Geoffrey I. Webb. (2022) Multi-Modal Temporal Cnns for Live Fuel Moisture Content Estimation. SSRN Electronic Journal.
Crossref