882
Views
45
CrossRef citations to date
0
Altmetric
Research Article

Cloud/shadow segmentation based on global attention feature fusion residual network for remote sensing imagery

ORCID Icon, , , & ORCID Icon
Pages 2022-2045 | Received 18 Feb 2020, Accepted 09 Oct 2020, Published online: 29 Dec 2020

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (3)

Jiangfan Feng, Juntao Liu, Zhujun Gu & Wei Zheng. (2023) OAMSFNet: Orientation-Aware and Multi-Scale Feature Fusion Network for shadow detection in remote sensing images via pseudo shadow. International Journal of Remote Sensing 44:17, pages 5473-5495.
Read now
Xianjun Du & Hailei Wu. (2023) Feature-aware aggregation network for remote sensing image cloud detection. International Journal of Remote Sensing 44:6, pages 1872-1899.
Read now
Shoukuan Miao, Min Xia, Ming Qian, Yonghong Zhang, Jia Liu & Haifeng Lin. (2022) Cloud/shadow segmentation based on multi-level feature enhanced network for remote sensing imagery. International Journal of Remote Sensing 43:15-16, pages 5940-5960.
Read now

Articles from other publishers (42)

Jian Cheng, Changjian Deng, Yanzhou Su, Zeyu An & Qi Wang. (2024) Methods and datasets on semantic segmentation for Unmanned Aerial Vehicle remote sensing images: A review. ISPRS Journal of Photogrammetry and Remote Sensing 211, pages 1-34.
Crossref
Kai Hu, Enwei Zhang, Min Xia, Huiqin Wang, Xiaoling Ye & Haifeng Lin. (2024) Cross-dimensional feature attention aggregation network for cloud and snow recognition of high satellite images. Neural Computing and Applications 36:14, pages 7779-7798.
Crossref
Xianjun Du & Hailei Wu. (2023) Gated aggregation network for cloud detection in remote sensing image. The Visual Computer 40:4, pages 2517-2536.
Crossref
Ximing Yu, Yu Peng, Wenyi Shao, Liansheng Liu & Kaipeng Sun. (2024) LABANet: A Lightweight Asymmetrical Bottleneck and Attention-Based Network for Cloud Detection. IEEE Sensors Journal 24:4, pages 4771-4785.
Crossref
Wei Wang, Zhen Lei & Ting L. Lei. (2023) Road Segmentation for Remote Sensing Images Based on Global Feature Attention ResUnet. Road Segmentation for Remote Sensing Images Based on Global Feature Attention ResUnet.
Kai Chen, Xin Dai, Min Xia, Liguo Weng, Kai Hu & Haifeng Lin. (2023) MSFANet: Multi-Scale Strip Feature Attention Network for Cloud and Cloud Shadow Segmentation. Remote Sensing 15:19, pages 4853.
Crossref
Baode Jiang, Xiaoya An, Shaofen Xu & Zhanlong Chen. (2022) Intelligent Image Semantic Segmentation: A Review Through Deep Learning Techniques for Remote Sensing Image Analysis. Journal of the Indian Society of Remote Sensing 51:9, pages 1865-1878.
Crossref
Xin Dai, Kai Chen, Min Xia, Liguo Weng & Haifeng Lin. (2023) LPMSNet: Location Pooling Multi-Scale Network for Cloud and Cloud Shadow Segmentation. Remote Sensing 15:16, pages 4005.
Crossref
Huiwen Ji, Min Xia, Dongsheng Zhang & Haifeng Lin. (2023) Multi-Supervised Feature Fusion Attention Network for Clouds and Shadows Detection. ISPRS International Journal of Geo-Information 12:6, pages 247.
Crossref
Kai Hu, Enwei Zhang, Xin Dai, Min Xia, Fenghua Zhou, Liguo Weng & Haifeng Lin. (2023) MCSGNet: A Encoder–Decoder Architecture Network for Land Cover Classification. Remote Sensing 15:11, pages 2810.
Crossref
Kai Hu, Junlan Jin, Fei Zheng, Liguo Weng & Yiwu Ding. (2022) Overview of behavior recognition based on deep learning. Artificial Intelligence Review 56:3, pages 1833-1865.
Crossref
Xinyu Wang, Zhengqi Chang, Qingfang Zhang, Cheng Li, Fei Miao & Gang Gao. (2023) Prostate Ultrasound Image Segmentation Based on DSU-Net. Biomedicines 11:3, pages 646.
Crossref
Kai Hu, Enwei Zhang, Min Xia, Liguo Weng & Haifeng Lin. (2023) MCANet: A Multi-Branch Network for Cloud/Snow Segmentation in High-Resolution Remote Sensing Images. Remote Sensing 15:4, pages 1055.
Crossref
Zhanming Ma, Min Xia, Liguo Weng & Haifeng Lin. (2023) Local Feature Search Network for Building and Water Segmentation of Remote Sensing Image. Sustainability 15:4, pages 3034.
Crossref
Motong Hu, Yue Pan, Ning Zhang & Xiping Xu. (2023) A Review on Zernike Coefficient-Solving Algorithms (CSAs) Used for Integrated Optomechanical Analysis (IOA). Photonics 10:2, pages 177.
Crossref
Kai Chen, Min Xia, Haifeng Lin & Ming Qian. (2023) Multiscale Attention Feature Aggregation Network for Cloud and Cloud Shadow Segmentation. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-16.
Crossref
Guohui Deng, Zhaocong Wu, Miaozhong Xu, Chengjun Wang, Zhiye Wang & Zhongyuan Lu. (2023) Crisscross-Global Vision Transformers Model for Very High Resolution Aerial Image Semantic Segmentation. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-19.
Crossref
Xiaoming Lei, Ye Xia, Ao Wang, Xudong Jian, Huaqiang Zhong & Limin Sun. (2023) Mutual information based anomaly detection of monitoring data with attention mechanism and residual learning. Mechanical Systems and Signal Processing 182, pages 109607.
Crossref
Zhen Cao, Yuanyuan Jing, Yuchao Zhang, Lai Lai, Zhaomin Liu & Qiduo Yang. (2022) Innovative Remote Sensing Identification of Cyanobacterial Blooms Inspired from Pseudo Water Color. Remote Sensing 15:1, pages 215.
Crossref
Seyed Kazem Alavipanah, Mohammad Karimi Firozjaei, Amir Sedighi, Solmaz Fathololoumi, Saeid Zare Naghadehi, Samiraalsadat Saleh, Maryam Naghdizadegan, Zinat Gomeh, Jamal Jokar Arsanjani, Mohsen Makki, Salman Qureshi, Qihao Weng, Dagmar Haase, Biswajeet Pradhan, Asim Biswas & Peter M. Atkinson. (2022) The Shadow Effect on Surface Biophysical Variables Derived from Remote Sensing: A Review. Land 11:11, pages 2025.
Crossref
Kai Hu, Meixia Lu, Yaogen Li, Sheng Gong, Jiasheng Wu, Fenghua Zhou, Shanshan Jiang & Yi Yang. (2022) A Federated Incremental Learning Algorithm Based on Dual Attention Mechanism. Applied Sciences 12:19, pages 10025.
Crossref
Yassine Himeur, Bhagawat Rimal, Abhishek Tiwary & Abbes Amira. (2022) Using artificial intelligence and data fusion for environmental monitoring: A review and future perspectives. Information Fusion 86-87, pages 44-75.
Crossref
Wanli Ma, Oktay Karakuş & Paul L. Rosin. (2022) AMM-FuseNet: Attention-Based Multi-Modal Image Fusion Network for Land Cover Mapping. Remote Sensing 14:18, pages 4458.
Crossref
Shengguang Chu, Peng Li & Min Xia. (2022) MFGAN: multi feature guided aggregation network for remote sensing image. Neural Computing and Applications 34:12, pages 10157-10173.
Crossref
Gonghe Shi & Baohe Zuo. (2022) CloudRCNN: A Framework Based on Deep Neural Networks for Semantic Segmentation of Satellite Cloud Images. Applied Sciences 12:11, pages 5370.
Crossref
Chen Lu, Min Xia & Haifeng Lin. (2022) Multi-scale strip pooling feature aggregation network for cloud and cloud shadow segmentation. Neural Computing and Applications 34:8, pages 6149-6162.
Crossref
Kai Hu, Chenghang Weng, Yanwen Zhang, Junlan Jin & Qingfeng Xia. (2022) An Overview of Underwater Vision Enhancement: From Traditional Methods to Recent Deep Learning. Journal of Marine Science and Engineering 10:2, pages 241.
Crossref
Chen Lu, Min Xia, Ming Qian & Binyu Chen. (2022) Dual-Branch Network for Cloud and Cloud Shadow Segmentation. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-12.
Crossref
Kai Hu, Dongsheng Zhang, Min Xia, Ming Qian & Binyu Chen. (2022) LCDNet: Light-Weighted Cloud Detection Network for High-Resolution Remote Sensing Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15, pages 4809-4823.
Crossref
Yi Qu, Min Xia & Yonghong Zhang. (2021) Strip pooling channel spatial attention network for the segmentation of cloud and cloud shadow. Computers & Geosciences 157, pages 104940.
Crossref
Kai Hu, Dongsheng Zhang & Min Xia. (2021) CDUNet: Cloud Detection UNet for Remote Sensing Imagery. Remote Sensing 13:22, pages 4533.
Crossref
Kai Hu, Xu Chen, Qingfeng Xia, Junlan Jin & Liguo Weng. (2021) A Control Algorithm for Sea–Air Cooperative Observation Tasks Based on a Data-Driven Algorithm. Journal of Marine Science and Engineering 9:11, pages 1189.
Crossref
Kai Hu, Yaogen Li, Min Xia, Jiasheng Wu, Meixia Lu, Shuai Zhang & Liguo Weng. (2021) Federated Learning: A Distributed Shared Machine Learning Method. Complexity 2021, pages 1-20.
Crossref
Kai Hu, Fei Zheng, Liguo Weng, Yiwu Ding & Junlan Jin. (2021) Action Recognition Algorithm of Spatio–Temporal Differential LSTM Based on Feature Enhancement. Applied Sciences 11:17, pages 7876.
Crossref
Kai Hu, Yanwen Zhang, Chenghang Weng, Pengsheng Wang, Zhiliang Deng & Yunping Liu. (2021) An Underwater Image Enhancement Algorithm Based on Generative Adversarial Network and Natural Image Quality Evaluation Index. Journal of Marine Science and Engineering 9:7, pages 691.
Crossref
Hoanh Nguyen. (2021) Multiscale Feature Learning Based on Enhanced Feature Pyramid for Vehicle Detection. Complexity 2021, pages 1-10.
Crossref
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.
Crossref
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.
Crossref
Shuang Wang, AnLiang Li, Shuai Xie, WenZhu Li, BoWei Wang, Shuai Yao & Muhammad Asif. (2021) A Spatial-Temporal Self-Attention Network (STSAN) for Location Prediction. Complexity 2021, pages 1-13.
Crossref
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.
Crossref
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.
Crossref
Xianjun Du & Hailei Wu. (2022) Gated Aggregation Network for Cloud Detection in Remote Sensing Image. SSRN Electronic Journal.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.