Opto-Electronic Engineering, Volume. 51, Issue 7, 240099(2024)

Remote sensing image detection algorithm integrating visual center mechanism and parallel patch perception

Liming Liang... Kangquan Chen, Chengbin Wang, Yao Feng and Pengwei Long |Show fewer author(s)
Author Affiliations
  • School of Electrical Engineering and Automation, Jiangxi University of Science and Technology, Ganzhou, Jiangxi 341000, China
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    References(25)

    [1] L Ma, Y T Gou, T Lei et al. Small object detection based on multi-scale feature fusion using remote sensing images. Opto-Electron Eng, 49, 210363(2022).

    [2] J H Yuan, N F Zhang, J S Ruan et al. Detection of prohibited items in X-ray images based on modified YOLOX algorithm. Laser Technol, 47, 547-552(2023).

    [3] Q Ming, L J Miao, Z Q Zhou et al. CFC-Net: a critical feature capturing network for arbitrary-oriented object detection in remote-sensing images. IEEE Trans Geosci Remote Sens, 60, 5605814(2022).

    [4] R M Cong, Y M Zhang, L Y Fang et al. RRNet: relational reasoning network with parallel multiscale attention for salient object detection in optical remote sensing images. IEEE Trans Geosci Remote Sens, 60, 5613311(2022).

    [7] S Q Ren, K M He, R Girshick et al. Faster R-CNN: towards real-time object detection with region proposal networks. IEEE Trans Pattern Anal Mach Intell, 39, 1137-1149(2017).

    [10] L Q Zhao, S Y Li. Object detection algorithm based on improved YOLOv3. Electronics, 9, 537(2020).

    [11] R L Gai, N Chen, H Yuan. A detection algorithm for cherry fruits based on the improved YOLO-v4 model. Neural Comput Appl, 35, 13895-13906(2023).

    [13] A W Salehi, S Khan, G Gupta et al. A study of CNN and transfer learning in medical imaging: advantages, challenges, future scope. Sustainability, 15, 5930(2023).

    [14] S H Gao, Z Y Li, Q Han et al. RF-Next: efficient receptive field search for convolutional neural networks. IEEE Trans Pattern Anal Mach Intell, 45, 2984-3002(2023).

    [15] T Gao, Q Q Niu, J Zhang et al. Global to local: a scale-aware network for remote sensing object detection. IEEE Trans Geosci Remote Sens, 61, 5615614(2023).

    [16] J Q Zhang, J Lei, W Y Xie et al. SuperYOLO: super resolution assisted object detection in multimodal remote sensing imagery. IEEE Trans Geosci Remote Sens, 61, 5605415(2023).

    [17] L Wang, X B Liu, J T Ma et al. Real-time steel surface defect detection with improved multi-scale YOLO-v5. Processes, 11, 1357(2023).

    [18] Y Quan, D Zhang, L Y Zhang et al. Centralized feature pyramid for object detection. IEEE Trans Image Process, 32, 4341-4354(2023).

    [22] L M Liang, T Zhan, K Lei et al. Multi-resolution fusion input U-shaped retinal vessel segmentation algorithm. J Electron Inf Technol, 45, 1795-1806(2023).

    [23] Y X Chen, M W Lin, Z He et al. Consistency-and dependence-guided knowledge distillation for object detection in remote sensing images. Expert Syst Appl, 229, 120519(2023).

    [24] D W Zhao, F M Shao, Q Liu et al. A small object detection method for drone-captured images based on improved YOLOv7. Remote Sens, 16, 1002(2024).

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    Liming Liang, Kangquan Chen, Chengbin Wang, Yao Feng, Pengwei Long. Remote sensing image detection algorithm integrating visual center mechanism and parallel patch perception[J]. Opto-Electronic Engineering, 2024, 51(7): 240099

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    Paper Information

    Category: Article

    Received: May. 1, 2024

    Accepted: Jul. 10, 2024

    Published Online: Nov. 12, 2024

    The Author Email:

    DOI:10.12086/oee.2024.240099

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