Citations (68)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (11)
Ming Cong, Jianjun Cui, Siliang Chen, Yihui Wang, Ling Han, Jiangbo Xi, Junkai Gu, Qingfang Zhang, Yiting Tao, Zhiye Wang, Miaozhong Xu & Hong Deng. (2024) Enhanced shuffle attention network based on visual working mechanism for high-resolution remote sensing image classification. Geocarto International 37:27, pages 18731-18766.
Read now
Read now
Peng Zhang, Cong Lin, Shanchuan Guo, Wei Zhang, Hong Fang & Peijun Du. (2023) A labor-free index-guided semantic segmentation approach for urban vegetation mapping from high-resolution true color imagery. International Journal of Digital Earth 16:1, pages 1640-1660.
Read now
Read now
Hao Yuan, Zhihua Zhang, Xing Rong, Dongdong Feng, Shaobin Zhang & Shuwen Yang. (2023) MPFFNet: LULC classification model for high-resolution remote sensing images with multi-path feature fusion. International Journal of Remote Sensing 44:19, pages 6089-6116.
Read now
Read now
Moataz Kilany, Chuanrong Zhang & Weidong Li. (2021) Optimization of urban land cover classification using an improved Elephant Herding Optimization algorithm and random forest classifier. International Journal of Remote Sensing 42:15, pages 5741-5763.
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
Chen Wang, Wei Lin & Pengfei Tang. (2019) Multiple resolution block feature for remote-sensing scene classification. International Journal of Remote Sensing 40:18, pages 6884-6904.
Read now
Read now
Jiantao Liu, Quanlong Feng, Jianhua Gong, Jieping Zhou, Jianming Liang & Yi Li. (2018) Winter wheat mapping using a random forest classifier combined with multi-temporal and multi-sensor data. International Journal of Digital Earth 11:8, pages 783-802.
Read now
Read now
Ivan Elias Ruiz Hernandez & Wenzhong Shi. (2018) A Random Forests classification method for urban land-use mapping integrating spatial metrics and texture analysis. International Journal of Remote Sensing 39:4, pages 1175-1198.
Read now
Read now
Mohammed Alahmadi, Peter Atkinson & David Martin. (2015) Fine spatial resolution residential land-use data for small-area population mapping: a case study in Riyadh, Saudi Arabia. International Journal of Remote Sensing 36:17, pages 4315-4331.
Read now
Read now
Hugo Costa, Hugo Carrão, Fernando Bação & Mario Caetano. (2014) Combining per-pixel and object-based classifications for mapping land cover over large areas. International Journal of Remote Sensing 35:2, pages 738-753.
Read now
Read now
JanetE. Nichol, Bruce King & Xiaoli Ding. (2013) Sustainable urbanization. International Journal of Remote Sensing 34:3, pages 755-758.
Read now
Read now
Articles from other publishers (57)
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
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
Gang Liu, Jinlong He, Pengfei Li, Shenjun Zhong, Hongyang Li & Genrong He. (2023) Unified Transformer with Cross-Modal Mixture Experts for Remote-Sensing Visual Question Answering. Remote Sensing 15:19, pages 4682.
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
Yujian Huang & Lei Cao. (2023) Privacy-Preserving Remote Sensing Image Generation and Classification With Differentially Private GANs. IEEE Sensors Journal 23:18, pages 20805-20816.
Crossref
Crossref
Muhammad Ibraheem Siddiqui, Khurram Khan, Adnan Fazil & Muhammad Zakwan. (2023) Snapshot ensemble-based residual network (SnapEnsemResNet) for remote sensing image scene classification. GeoInformatica 27:2, pages 341-372.
Crossref
Crossref
Yijin Li, Jiaxin Wang, Sibao Chen, Jin Tang & Bin Luo. (2023) Enhanced multihead self-attention block network for remote sensing image scene classification. Journal of Applied Remote Sensing 17:01.
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
Qiang Liu, Min He, Yang Kuang, Linshan Wu, Jun Yue & Leyuan Fang. (2023) A Multi-Level Label-Aware Semi-Supervised Framework for Remote Sensing Scene Classification. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-12.
Crossref
Crossref
Yimin Zhu, Kexin Yuan, Wenlong Zhong & Linlin Xu. (2023) Spatial–Spectral ConvNeXt for Hyperspectral Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16, pages 5453-5463.
Crossref
Crossref
Xinyu Wang, Haixia Xu, Liming Yuan, Wei Dai & Xianbin Wen. (2022) A Remote-Sensing Scene-Image Classification Method Based on Deep Multiple-Instance Learning with a Residual Dense Attention ConvNet. Remote Sensing 14:20, pages 5095.
Crossref
Crossref
Di Wang, Ronghao Yang, Hanhu Liu, Haiqing He, Junxiang Tan, Shaoda Li, Yichun Qiao, Kangqi Tang & Xiao Wang. (2022) HFENet: Hierarchical Feature Extraction Network for Accurate Landcover Classification. Remote Sensing 14:17, pages 4244.
Crossref
Crossref
Elie Morin, Pierre-Alexis Herrault, Yvonnick Guinard, Frédéric Grandjean & Nicolas Bech. (2022) The promising combination of a remote sensing approach and landscape connectivity modelling at a fine scale in urban planning. Ecological Indicators 139, pages 108930.
Crossref
Crossref
Ozlem Sen & Hacer Yalim Keles. (2022) A Hierarchical Approach to Remote Sensing Scene Classification. PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science 90:2, pages 161-175.
Crossref
Crossref
Siyuan Hao, Bin Wu, Kun Zhao, Yuanxin Ye & Wei Wang. (2022) Two-Stream Swin Transformer with Differentiable Sobel Operator for Remote Sensing Image Classification. Remote Sensing 14:6, pages 1507.
Crossref
Crossref
Jingli Yan, Stijn Van der Linden, Yunyu Tian, Jo Van Valckenborgh, Veerle Strosse & Ben Somers. (2022) Characterizing Garden Greenspace in a Medieval European City: Added Values of Spatial Resolution and Multi-Temporal Stereo Imagery. Remote Sensing 14:5, pages 1169.
Crossref
Crossref
Robbe Neyns & Frank Canters. (2022) Mapping of Urban Vegetation with High-Resolution Remote Sensing: A Review. Remote Sensing 14:4, pages 1031.
Crossref
Crossref
Si-Bao Chen, Qing-Song Wei, Wen-Zhong Wang, Jin Tang, Bin Luo & Zu-Yuan Wang. (2022) Remote Sensing Scene Classification via Multi-Branch Local Attention Network. IEEE Transactions on Image Processing 31, pages 99-109.
Crossref
Crossref
Yanxin Xi, Luyan Ji, Weitun Yang, Xiurui Geng & Yongchao Zhao. (2022) Multitarget Detection Algorithms for Multitemporal Remote Sensing Data. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-15.
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
Wenning Li, Yi Li, Jianhua Gong, Quanlong Feng, Jieping Zhou, Jun Sun, Chenhui Shi & Weidong Hu. (2021) Urban Water Extraction with UAV High-Resolution Remote Sensing Data Based on an Improved U-Net Model. Remote Sensing 13:16, pages 3165.
Crossref
Crossref
Abolfazl Abdollahi & Biswajeet Pradhan. (2021) Urban Vegetation Mapping from Aerial Imagery Using Explainable AI (XAI). Sensors 21:14, pages 4738.
Crossref
Crossref
Huoyan Zhou, Liyong Fu, Ram P. Sharma, Yuancai Lei & Jinping Guo. (2021) A Hybrid Approach of Combining Random Forest with Texture Analysis and VDVI for Desert Vegetation Mapping Based on UAV RGB Data. Remote Sensing 13:10, pages 1891.
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
Pei Zhang, Yunpeng Bai, Dong Wang, Bendu Bai & Ying Li. (2020) Few-Shot Classification of Aerial Scene Images via Meta-Learning. Remote Sensing 13:1, pages 108.
Crossref
Crossref
Xirong Li, Fangling Pu, Rui Yang, Rong Gui & Xin Xu. (2020) AMN: Attention Metric Network for One-Shot Remote Sensing Image Scene Classification. Remote Sensing 12:24, pages 4046.
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
Qixia Man, Pinliang Dong, Xinming Yang, Quanyuan Wu & Rongqing Han. (2020) Automatic Extraction of Grasses and Individual Trees in Urban Areas Based on Airborne Hyperspectral and LiDAR Data. Remote Sensing 12:17, pages 2725.
Crossref
Crossref
Jose Martins, Diego Andre Sant'Ana, Jose Marcato Junior, Hemerson Pistori & Wesley Nunes Goncalves. (2020) Aerial Image Segmentation In Urban Environment For Vegetation Monitoring. Aerial Image Segmentation In Urban Environment For Vegetation Monitoring.
Ronald Tombe & Serestina Viriri. (2020) Adaptive Deep Co-occurrence Feature Learning based on Classifier-Fusion for Remote Sensing Scene Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, pages 1-1.
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
Rui Yu, Minghao Lyu, Jiahui Lu, Yang Yang, Guochun Shen & Fei Li. (2020) Spatial Coordinates Correction Based on Multi-Sensor Low-Altitude Remote Sensing Image Registration for Monitoring Forest Dynamics. IEEE Access 8, pages 18483-18496.
Crossref
Crossref
Jieqiong Lin, Chenping Jiang, Mingming Lu, Minghui Gao & Qing Guo. (2019) Development of an Aspherical Aerial Camera Optical System. IEEE Photonics Journal 11:6, pages 1-13.
Crossref
Crossref
Zhang Xiaonan, Huang Qiang, Bai Xueyang, Sun Zhidan & Li Gao. (2019) Research on target damage evaluation model based on image with single source information. IOP Conference Series: Earth and Environmental Science 371:5, pages 052048.
Crossref
Crossref
Mohammad D. Hossain & Dongmei Chen. (2019) Segmentation for Object-Based Image Analysis (OBIA): A review of algorithms and challenges from remote sensing perspective. ISPRS Journal of Photogrammetry and Remote Sensing 150, pages 115-134.
Crossref
Crossref
Rafael Mª Navarro Cerrillo, Dennis J. Esteves Vieira, Susana Ochoa-Gaona, Bernardus H. J. de Jong & Mª del Mar Delgado Serrano. (2018) Land cover changes and fragmentation in mountain neotropical ecosystems of Oaxaca, Mexico under community forest management. Journal of Forestry Research 30:1, pages 143-155.
Crossref
Crossref
Alessandra Capolupo, Lammert Kooistra & Lorenzo Boccia. (2018) A novel approach for detecting agricultural terraced landscapes from historical and contemporaneous photogrammetric aerial photos. International Journal of Applied Earth Observation and Geoinformation 73, pages 800-810.
Crossref
Crossref
Pengbin Zhang, Yinghai Ke, Zhenxin Zhang, Mingli Wang, Peng Li & Shuangyue Zhang. (2018) Urban Land Use and Land Cover Classification Using Novel Deep Learning Models Based on High Spatial Resolution Satellite Imagery. Sensors 18:11, pages 3717.
Crossref
Crossref
Gintautas Mozgeris, Vytautė Juodkienė, Donatas Jonikavičius, Lina Straigytė, Sébastien Gadal & Walid Ouerghemmi. (2018) Ultra-Light Aircraft-Based Hyperspectral and Colour-Infrared Imaging to Identify Deciduous Tree Species in an Urban Environment. Remote Sensing 10:10, pages 1668.
Crossref
Crossref
Zhi Li, Chenghu Zhou, Xiaomei Yang, Xi Chen, Fan Meng, Chen Lu, Tao Pan & Wenjuan Qi. (2018) Urban landscape extraction and analysis in the mega-city of China’s coastal regions using high-resolution satellite imagery: A case of Shanghai, China. International Journal of Applied Earth Observation and Geoinformation 72, pages 140-150.
Crossref
Crossref
Mochamad Candra Wirawan Arief & Akemi Itaya. (2018) Influence of the 2004 Indian Ocean Tsunami Recovery Process on Land Use and Land Cover in Banda Aceh, Indonesia. Journal of Forest Planning 22:2, pages 55-61.
Crossref
Crossref
Shahid Naeem, Chunxiang Cao, Khunsa Fatima, Omaid Najmuddin & Bipin Acharya. (2018) Landscape Greening Policies-based Land Use/Land Cover Simulation for Beijing and Islamabad—An Implication of Sustainable Urban Ecosystems. Sustainability 10:4, pages 1049.
Crossref
Crossref
Sebastián Martinuzzi, Olga M. Ramos‐González, Tischa A. Muñoz‐Erickson, Dexter H. Locke, Ariel E. Lugo & Volker C. Radeloff. (2018) Vegetation cover in relation to socioeconomic factors in a tropical city assessed from sub‐meter resolution imagery. Ecological Applications 28:3, pages 681-693.
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
Jordan P. Smith, Xiaoxiao Li & B.L. TurnerIIII. (2017) Lots for greening: Identification of metropolitan vacant land and its potential use for cooling and agriculture in Phoenix, AZ, USA. Applied Geography 85, pages 139-151.
Crossref
Crossref
Jian Yang, Yuhong He & John Caspersen. (2017) Region merging using local spectral angle thresholds: A more accurate method for hybrid segmentation of remote sensing images. Remote Sensing of Environment 190, pages 137-148.
Crossref
Crossref
Gintautas Mozgeris, Sebastien Gadal, Donatas Jonikavicius, Lina Straigyte, Walid Ouerghemmi & Vytaute Juodkiene. (2016) Hyperspectral and color-infrared imaging from ultralight aircraft: Potential to recognize tree species in urban environments. Hyperspectral and color-infrared imaging from ultralight aircraft: Potential to recognize tree species in urban environments.
Panpan Yang, Zhiting Hou, Xiaolong Liu & Zhengtao Shi. (2016) Texture feature extraction of mountain economic forest using high spatial resolution remote sensing images. Texture feature extraction of mountain economic forest using high spatial resolution remote sensing images.
Gong Cheng & Junwei Han. (2016) A survey on object detection in optical remote sensing images. ISPRS Journal of Photogrammetry and Remote Sensing 117, pages 11-28.
Crossref
Crossref
Anders Juel, Geoffrey Brian Groom, Jens-Christian Svenning & Rasmus Ejrnæs. (2015) Spatial application of Random Forest models for fine-scale coastal vegetation classification using object based analysis of aerial orthophoto and DEM data. International Journal of Applied Earth Observation and Geoinformation 42, pages 106-114.
Crossref
Crossref
Wenzhi Zhao, Shihong Du & Zhou Guo. (2015) High resolution urban image classification combining edge statistical features. High resolution urban image classification combining edge statistical features.
Quanlong Feng, Jiantao Liu & Jianhua Gong. (2015) UAV Remote Sensing for Urban Vegetation Mapping Using Random Forest and Texture Analysis. Remote Sensing 7:1, pages 1074-1094.
Crossref
Crossref
Jacques L du Plessis & Heinz E. Jacobs. (2015) Procedure to Derive Parameters for Stochastic Modelling of Outdoor Water use in Residential Estates. Procedia Engineering 119, pages 803-812.
Crossref
Crossref
Xiaoxiao Li, Soe W. Myint, Yujia Zhang, Chritopher Galletti, Xiaoxiang Zhang & Billie L. TurnerIIII. (2014) Object-based land-cover classification for metropolitan Phoenix, Arizona, using aerial photography. International Journal of Applied Earth Observation and Geoinformation 33, pages 321-330.
Crossref
Crossref
Xiaoxiao Li & Guofan Shao. (2014) Object-Based Land-Cover Mapping with High Resolution Aerial Photography at a County Scale in Midwestern USA. Remote Sensing 6:11, pages 11372-11390.
Crossref
Crossref
Kevin M. Bigsby, Melissa R. McHale & George R. Hess. (2013) Urban Morphology Drives the Homogenization of Tree Cover in Baltimore, MD, and Raleigh, NC. Ecosystems 17:2, pages 212-227.
Crossref
Crossref