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International Journal of Remote Sensing Volume 41, 2020 - Issue 20
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Research Article

Dilated multi-scale cascade forest for satellite image classification

Min Xiaa Jiangsu Collaborative Innovation Center on Atmospheric Environment and Equipment Technology, Nanjing University of Information Science and Technology, Nanjing, ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0003-4681-9129View further author information
ORCID Icon,
Namei Tiana Jiangsu Collaborative Innovation Center on Atmospheric Environment and Equipment Technology, Nanjing University of Information Science and Technology, Nanjing, ChinaView further author information
,
Yonghong Zhanga Jiangsu Collaborative Innovation Center on Atmospheric Environment and Equipment Technology, Nanjing University of Information Science and Technology, Nanjing, ChinaView further author information
,
Yiqing Xub College of Information Science and Technology, Nanjing Forestry University, Nanjing, ChinaORCID Iconhttps://orcid.org/0000-0002-7962-6668View further author information
ORCID Icon &
Xu Zhanga Jiangsu Collaborative Innovation Center on Atmospheric Environment and Equipment Technology, Nanjing University of Information Science and Technology, Nanjing, ChinaView further author information
Pages 7779-7800 | Received 09 Jan 2020, Accepted 26 Mar 2020, Published online: 10 Aug 2020

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M. Ahmed, Y. Wang, Ali Maher & X. Bai. (2022) Fused RetinaNet for small target detection in aerial images. International Journal of Remote Sensing 43:8, pages 2813-2836.
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Burak Ekim & Elif Sertel. (2021) Deep neural network ensembles for remote sensing land cover and land use classification. International Journal of Digital Earth 14:12, pages 1868-1881.
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Bakhtiar Feizizadeh, Keyvan Mohammadzade Alajujeh, Tobia Lakes, Thomas Blaschke & Davoud Omarzadeh. (2021) A comparison of the integrated fuzzy object-based deep learning approach and three machine learning techniques for land use/cover change monitoring and environmental impacts assessment. GIScience & Remote Sensing 58:8, pages 1543-1570.
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K. Pazhanikumar & S. Nithya KuzhalVoiMozhi. (2023) Remote sensing image classification using modified random forest with empirical loss function through crowd-sourced data. Multimedia Tools and Applications.
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Wanan Liu, Hong Fan & Meng Xia. (2023) Tree-based heterogeneous cascade ensemble model for credit scoring. International Journal of Forecasting 39:4, pages 1593-1614.
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Zhaobin Wang, Yue Shi & Yaonan Zhang. (2023) Review of Desert Mobility Assessment and Desertification Monitoring Based on Remote Sensing. Remote Sensing 15:18, pages 4412.
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Ren Qian, Renyan Feng, Wangduo Xie, Wenbang Yang & Yong Zhao. (2023) MFF: An effective method of solving the ill regions in stereo matching. IET Computer Vision 17:6, pages 615-625.
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Erdal Özbay & Muhammed Yıldırım. (2023) Classification of satellite images for ecology management using deep features obtained from convolutional neural network models. Iran Journal of Computer Science 6:3, pages 185-193.
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Bakhtiar Feizizadeh, Sadrolah Darabi, Thomas Blaschke & Tobia Lakes. (2022) QADI as a New Method and Alternative to Kappa for Accuracy Assessment of Remote Sensing-Based Image Classification. Sensors 22:12, pages 4506.
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Wanan Liu, Hong Fan & Meng Xia. (2022) Credit scoring based on tree-enhanced gradient boosting decision trees. Expert Systems with Applications 189, pages 116034.
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Huaxin Liu, Qigang Jiang, Yue Ma, Qian Yang, Pengfei Shi, Sen Zhang, Yang Tan, Jing Xi, Yibo Zhang, Bin Liu & Xin Gao. (2022) Object-Based Multigrained Cascade Forest Method for Wetland Classification Using Sentinel-2 and Radarsat-2 Imagery. Water 14:1, pages 82.
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Tashin Ahmed & Noor Hossain Nuri Sabab. (2021) Classification and Understanding of Cloud Structures via Satellite Images with EfficientUNet. SN Computer Science 3:1.
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Hamid Jafarzadeh, Masoud Mahdianpari, Eric Gill, Fariba Mohammadimanesh & Saeid Homayouni. (2021) Bagging and Boosting Ensemble Classifiers for Classification of Multispectral, Hyperspectral and PolSAR Data: A Comparative Evaluation. Remote Sensing 13:21, pages 4405.
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Kowsalya Thiagarajan, Mukunthan Manapakkam Anandan, Andrzej Stateczny, Parameshachari Bidare Divakarachari & Hemalatha Kivudujogappa Lingappa. (2021) Satellite Image Classification Using a Hierarchical Ensemble Learning and Correlation Coefficient-Based Gravitational Search Algorithm. Remote Sensing 13:21, pages 4351.
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Fang Hu, Mingfang Huang, Jia Liu, Xingyu Yan & Xiufeng Cheng. (2021) A Robotic Vision Model via Xception and Light Gradient Boosting Machine. A Robotic Vision Model via Xception and Light Gradient Boosting Machine.
Lexuan Wang, Liguo Weng, Min Xia, Jia Liu & Haifeng Lin. (2021) Multi-Resolution Supervision Network with an Adaptive Weighted Loss for Desert Segmentation. Remote Sensing 13:11, pages 2054.
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Cheng Ding, Liguo Weng, Min Xia & Haifeng Lin. (2021) Non-Local Feature Search Network for Building and Road Segmentation of Remote Sensing Image. ISPRS International Journal of Geo-Information 10:4, pages 245.
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Junqing Huang, Liguo Weng, Bingyu Chen & Min Xia. (2021) DFFAN: Dual Function Feature Aggregation Network for Semantic Segmentation of Land Cover. ISPRS International Journal of Geo-Information 10:3, pages 125.
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Bingyu Chen, Min Xia & Junqing Huang. (2021) MFANet: A Multi-Level Feature Aggregation Network for Semantic Segmentation of Land Cover. Remote Sensing 13:4, pages 731.
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Meng Xia, Zhijie Wang, Fang Han & Yanting Kang. (2021) Enhanced Multi-Dimensional and Multi-Grained Cascade Forest for Cloud/Snow Recognition Using Multispectral Satellite Remote Sensing Imagery. IEEE Access 9, pages 131072-131086.
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Liguo Weng, Xiaodong Zhang, Junhao Qian, Min Xia, Yiqing Xu & Ke Wang. (2020) Non-Intrusive Load Disaggregation Based on a Multi-Scale Attention Residual Network. Applied Sciences 10:24, pages 9132.
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Ruimei Han, Pei Liu, Guangyan Wang, Hanwei Zhang & Xilong Wu. (2020) Advantage of Combining OBIA and Classifier Ensemble Method for Very High-Resolution Satellite Imagery Classification. Journal of Sensors 2020, pages 1-15.
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