Laser Journal, Volume. 45, Issue 7, 63(2024)

Research on weakly supervised directed target detection algorithm based on cross-space multi-scale

REN Yang... CHEN Xujun* and WANG Lei |Show fewer author(s)
Author Affiliations
  • College of Physical Science and Technology, Central China Normal University, WuHan 430079, China
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    References(11)

    [3] [3] Lin T Y, Goyal P, Girshick R, et al. Focal loss for dense object detection[C]//Proceedings of the IEEE international conference on computer vision. 2017: 2980-2988.

    [4] [4] Tian Z, Shen C, Chen H, et al. Fcos: Fully convolutional one-stage object detection[C]//Proceedings of the IEEE/CVF international conference on computer vision. 2019: 9627-9636.

    [5] [5] Yang X, Yan J, Ming Q, et al. Rethinking rotated object detection with gaussian wasserstein distance loss[C]//International conference on machine learning. PMLR, 2021: 11830-11841.

    [6] [6] Yu Y, Yang X, Li Q, et al. H2rbox-v2: Boosting hbox-supervised oriented object detection via symmetric learning[J]. arXiv preprint arXiv: 2304.04403, 2023.

    [7] [7] Yang X, Zhang G, Li W, et al. H2RBox: Horizonal Box Annotation is All You Need for Oriented Object Detection[J]. arXiv preprint arXiv: 2210.06742, 2022.

    [8] [8] Li Y, Hou Q, Zheng Z, et al. Large Selective Kernel Network for Remote Sensing Object Detection[J]. arXiv preprint arXiv: 2303.09030, 2023.

    [9] [9] Liu Z, Mao H, Wu C Y, et al. A convnet for the 2020s[C]//Proceedings of the IEEE/CVF conference on computer vision and pattern recognition. 2022: 11976-11986.

    [10] [10] Ouyang D, He S, Zhang G, et al. Efficient Multi-Scale Attention Module with Cross-Spatial Learning[C]//ICASSP2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2023: 1-5.

    [11] [11] Hou Q, Zhou D, Feng J. Coordinate attention for efficient mobile network design[C]//Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.2021: 13713-13722.

    [13] [13] Zheng Z, Wang P, Ren D, et al. Enhancing geometric factors in model learning and inference for object detection and instance segmentation[J]. IEEE transactions on cybernetics, 2021, 52(8): 8574-8586.

    [15] [15] Li K, Wan G, Cheng G, et al. Object detection in optical remote sensing images: A survey and a new benchmark[J]. ISPRS journal of photogrammetry and remote sensing, 2020, 159: 296-307.

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    REN Yang, CHEN Xujun, WANG Lei. Research on weakly supervised directed target detection algorithm based on cross-space multi-scale[J]. Laser Journal, 2024, 45(7): 63

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    Paper Information

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    Received: Dec. 17, 2023

    Accepted: Dec. 20, 2024

    Published Online: Dec. 20, 2024

    The Author Email: Xujun CHEN (386393335@qq.com)

    DOI:10.14016/j.cnki.jgzz.2024.07.063

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