DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image Segmentation

被引：0
|
作者：
Xu, Guoping [1 ]
Wu, Xiaming [1 ]
Liao, Wentao [1 ]
Wu, Xinglong [1 ]
Huang, Qing [1 ]
Li, Chang [2 ]
机构：
[1] Hubei Key Laboratory of Intelligent Robotics, School of Computer Science and Engineering, Wuhan Institute of Technology, Hubei, Wuhan,430205, China
[2] Department of Biomedical Engineering, Hefei University of Technology, Anhui, Hefei,230009, China
来源：
arXiv |
关键词：
Deep neural networks - Image coding - Image enhancement - Image fusion - Image quality - Image segmentation;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] A dual-branch network for ultrasound image segmentation
    Zhu, Zhiqin
    Zhang, Zimeng
    Qi, Guanqiu
    Li, Yuanyuan
    Li, Yuzhen
    Mu, Lan
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2025, 103
  • [2] SBDF-Net: A versatile dual-branch fusion network for medical image segmentation
    Wang, Junwen
    Tian, Shengwei
    Yu, Long
    Wang, Yongtao
    Wang, Fan
    Zhou, Zhicheng
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2022, 78
  • [3] A dual-branch and dual attention transformer and CNN hybrid network for ultrasound image segmentation
    Zhang, Chong
    Wang, Lingtong
    Wei, Guohui
    Kong, Zhiyong
    Qiu, Min
    FRONTIERS IN PHYSIOLOGY, 2024, 15
  • [4] A Dual-Branch Fusion Network for Surgical Instrument Segmentation
    Yang, Lei
    Zhai, Chenxu
    Wang, Hongyong
    Liu, Yanhong
    Bian, Guibin
    IEEE TRANSACTIONS ON MEDICAL ROBOTICS AND BIONICS, 2024, 6 (04): : 1542 - 1554
  • [5] DBIF: Dual-Branch Feature Extraction Network for Infrared and Visible Image Fusion
    Zhang, Haozhe
    Cui, Rongpu
    Zheng, Zhuohang
    Gao, Shaobing
    PATTERN RECOGNITION AND COMPUTER VISION, PRCV 2024, PT VIII, 2025, 15038 : 309 - 323
  • [6] CFIFusion: Dual-Branch Complementary Feature Injection Network for Medical Image Fusion
    Xie, Yiyuan
    Yu, Lei
    Ding, Cheng
    INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2024, 34 (04)
  • [7] DEF-Net: A novel dual-branch efficient fusion network for polyp segmentation
    Zhai, Chenxu
    Song, Mengqiu
    Yang, Lei
    Liang, Kui
    Liu, Yanhong
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2025, 102
  • [8] DBFAM: A dual-branch network with efficient feature fusion and attention-enhanced gating for medical image segmentation
    Ren, Benzhe
    Zheng, Yuhui
    Zheng, Zhaohui
    Ding, Jin
    Wang, Tao
    Journal of Visual Communication and Image Representation, 2025, 109
  • [9] Dual-branch channel attention enhancement feature fusion network for diabetic retinopathy segmentation
    Ma, Lei
    Liu, Ziqian
    Xu, Qihang
    Hong, Hanyu
    Wang, Lei
    Zhu, Ying
    Shi, Yu
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2025, 106
  • [10] Dual-branch feature fusion S3D V-Net network for lung nodules segmentation
    Xu, Xiaoru
    Du, Lingyan
    Yin, Dongsheng
    JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2024, 25 (06):
12345