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Research Article

Ship detection based on fused features and rebuilt YOLOv3 networks in optical remote-sensing images

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Pages 520-536 | Received 10 Sep 2019, Accepted 26 Apr 2020, Published online: 18 Nov 2020

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S. Iwin Thanakumar Joseph, N. Shanthini Pandiaraj, Velliangiri Sarveshwaran & M. Mythily. (2023) Ship Detection and Classification Using Hybrid Optimization Enabled Deep Learning Approach by Remote Sensing Images. Cybernetics and Systems 0:0, pages 1-28.
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Articles from other publishers (22)

Shouwen Cai, Hao Meng, Ming Yuan & Junbao Wu. (2024) FS-YOLO: a multi-scale SAR ship detection network in complex scenes. Signal, Image and Video Processing.
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Tianqi Zhao, Yongcheng Wang, Zheng Li, Yunxiao Gao, Chi Chen, Hao Feng & Zhikang Zhao. (2024) Ship Detection with Deep Learning in Optical Remote-Sensing Images: A Survey of Challenges and Advances. Remote Sensing 16:7, pages 1145.
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Qian Huang, Huashan Sun, Yiming Wang, Yang Yuan, Xiaotong Guo & Qiang Gao. (2023) Ship detection based on YOLO algorithm for visible images. IET Image Processing 18:2, pages 481-492.
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Hao Yi, Bo Liu, Bin Zhao & Enhai Liu. (2024) Small Object Detection Algorithm Based on Improved YOLOv8 for Remote Sensing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 17, pages 1734-1747.
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Ping Luo, Zhengmei Wang, Tingting Wang & Jiaqing Shen. (2023) SAR Ship Target Detection Algorithm Based on Improved YOLOv7. SAR Ship Target Detection Algorithm Based on Improved YOLOv7.
Jamrud Aminuddin, R. Farzand Abdullatif, Mashuri, Eca Indah Anggraini, Syahrul Fadholi Gumelar & Ariantika Rahmawati. (2023) Development of convolutional neural network algorithm on ships detection in Natuna Islands-Indonesia using land look satellite imagery. Remote Sensing Applications: Society and Environment 32, pages 101025.
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Naga Venkata Rishika.G, Rupa. Ch, Akhil Babu.N, Navena M & Mahanthi Sekhar.M. (2023) Classification and Segmentation of Marine Related Remote Sensing Imagery Data Using Deep Learning. Classification and Segmentation of Marine Related Remote Sensing Imagery Data Using Deep Learning.
M. Ahmed, Ali Maher & X. Bai. (2022) Aircraft tracking in aerial videos based on fused RetinaNet and low‐score detection classification. IET Image Processing 17:3, pages 687-708.
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Zhiyong Lv, Pingdong Zhong, Wei Wang, Zhenzhen You, Jón Atli Benediktsson & Cheng Shi. (2023) Novel Piecewise Distance Based on Adaptive Region Key-Points Extraction for LCCD With VHR Remote-Sensing Images. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-9.
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Muhammad Yasir, Wan Jianhua, Xu Mingming, Sheng Hui, Zeng Zhe, Liu Shanwei, Arife Tugsan Isiacik Colak & Md Sakaouth Hossain. (2022) Ship detection based on deep learning using SAR imagery: a systematic literature review. Soft Computing 27:1, pages 63-84.
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G. N. V. Rishika, Ch. Rupa, N. Akhil Babu, M. Naveena & M. M. Sekhar. 2023. Proceedings of International Conference on Data Analytics and Insights, ICDAI 2023. Proceedings of International Conference on Data Analytics and Insights, ICDAI 2023 171 181 .
Jingxia Guo, Nan Jia & Jinniu Bai. (2022) Transformer based on channel-spatial attention for accurate classification of scenes in remote sensing image. Scientific Reports 12:1.
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Xiaodong Yang, Qiang Qiu, Wanpeng Feng, Jian Lin, Jinchang Zhang, Zhiyuan Zhou & Fan Zhang. (2022) Mechanism of the 2017 M w 6.3 Pasni earthquake and its significance for future major earthquakes in the eastern Makran . Geophysical Journal International 231:2, pages 1434-1445.
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Kun Wang & Maozhen Liu. (2022) Toward Structural Learning and Enhanced YOLOv4 Network for Object Detection in Optical Remote Sensing Images. Advanced Theory and Simulations 5:6.
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Shuming Xiao, Ye Zhang & Xuling Chang. (2022) Ship Detection Based on Compressive Sensing Measurements of Optical Remote Sensing Scenes. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15, pages 8632-8649.
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Jinyoung Park & Hoseok Moon. (2022) Lightweight Mask RCNN for Warship Detection and Segmentation. IEEE Access 10, pages 24936-24944.
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Ruolan Zhang, Shaoxi Li, Guanfeng Ji, Xiuping Zhao, Jing Li & Mingyang Pan. (2021) Survey on Deep Learning-Based Marine Object Detection. Journal of Advanced Transportation 2021, pages 1-18.
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Lingfei Shi, Feng Zhang, Junshi Xia, Jibo Xie, Zhe Zhang, Zhenhong Du & Renyi Liu. (2021) Identifying Damaged Buildings in Aerial Images Using the Object Detection Method. Remote Sensing 13:21, pages 4213.
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Qiang Zhao, Le Yu, Xuecao Li, Dailiang Peng, Yongguang Zhang & Peng Gong. (2021) Progress and Trends in the Application of Google Earth and Google Earth Engine. Remote Sensing 13:18, pages 3778.
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Pan Wang, Jianzhong Liu, Yinbao Zhang, Zhiyang Zhi, Zhijian Cai & Nannan Song. (2021) A Novel Cargo Ship Detection and Directional Discrimination Method for Remote Sensing Image Based on Lightweight Network. Journal of Marine Science and Engineering 9:9, pages 932.
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Tao Liu, Bo Pang, Lei Zhang, Wei Yang & Xiaoqiang Sun. (2021) Sea Surface Object Detection Algorithm Based on YOLO v4 Fused with Reverse Depthwise Separable Convolution (RDSC) for USV. Journal of Marine Science and Engineering 9:7, pages 753.
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Shuming Xiao, Shaoju Wang & Lin Chang. (2021) Image Reconstruction Based on Fused Features and Perceptual Loss Encoder-Decoder Residual Network for Space Optical Remote Sensing Images Compressive Sensing. IEEE Access 9, pages 50413-50425.
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