Deformable Convolution-Guided Multiscale Feature Learning and Fusion for UAV Object Detection

被引:0
|
作者
Shi, Ya [1 ]
Wang, Chenyi [1 ]
Xu, Shengjun [1 ]
Yuan, Ming-Dong [2 ]
Liu, Feixiang [1 ]
Zhang, Lele [1 ]
机构
[1] Xi'an University of Architecture and Technology, School of Information and Control Engineering, Xi'an,710055, China
[2] Smart City Research Institute of CETC, Shenzhen,518038, China
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:1 / 5
相关论文
共 50 条
  • [1] Deformable Convolution-Guided Multiscale Feature Learning and Fusion for UAV Object Detection
    Shi, Ya
    Wang, Chenyi
    Xu, Shengjun
    Yuan, Ming-Dong
    Liu, Feixiang
    Zhang, Lele
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 21 : 1 - 5
  • [2] MFFSODNet: Multiscale Feature Fusion Small Object Detection Network for UAV Aerial Images
    Jiang, Lingjie
    Yuan, Baoxi
    Du, Jiawei
    Chen, Boyu
    Xie, Hanfei
    Tian, Juan
    Yuan, Ziqi
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 73 : 1 - 14
  • [3] APNet: Accurate Positioning Deformable Convolution for UAV Image Object Detection
    Zhang, Peiran
    Zhang, Guoxin
    Yang, Kuihe
    IEEE LATIN AMERICA TRANSACTIONS, 2024, 22 (04) : 304 - 311
  • [4] CGTF: Convolution-Guided Transformer for Infrared and Visible Image Fusion
    Li, Jing
    Zhu, Jianming
    Li, Chang
    Chen, Xun
    Yang, Bin
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [5] DA-FPN: Deformable Convolution and Feature Alignment for Object Detection
    Fu, Xiang
    Yuan, Zemin
    Yu, Tingjian
    Ge, Yun
    ELECTRONICS, 2023, 12 (06)
  • [6] Learnable Cross-Scale Sparse Attention Guided Feature Fusion for UAV Object Detection
    Zuo, Xin
    Qi, Chenhui
    Chen, Yifei
    Shen, Jifeng
    Fan, Heng
    Yang, Wankou
    IEEE ACCESS, 2024, 12 : 114212 - 114226
  • [7] Intelligent Mining Road Object Detection Based on Multiscale Feature Fusion in Multi-UAV Networks
    Xu, Xinkai
    Zhao, Shuaihe
    Xu, Cheng
    Wang, Zhuang
    Zheng, Ying
    Qian, Xu
    Bao, Hong
    DRONES, 2023, 7 (04)
  • [8] Self-Attention Guidance and Multiscale Feature Fusion-Based UAV Image Object Detection
    Zhang, Yunzuo
    Wu, Cunyu
    Zhang, Tian
    Liu, Yameng
    Zheng, Yuxin
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2023, 20
  • [9] TBFF-DAC: Two-branch feature fusion based on deformable attention and convolution for object detection
    Liu, Chuanxi
    Meng, Zhiwei
    COMPUTERS & ELECTRICAL ENGINEERING, 2024, 116
  • [10] Multiscale Feature Fusion and Anchor Adaptive Object Detection Algorithm
    Zhang Runmei
    Bi Lijun
    Wang Fangbin
    Yuan Bin
    Luo Gu'an
    Jiang Huaizhen
    LASER & OPTOELECTRONICS PROGRESS, 2022, 59 (12)