Segmentation of retinal image vessels based on fully convolutional network with depthwise separable convolution and channel weighting

被引：4
|
作者：
Geng, Lei [1 ,2 ]
Qiu, Ling [1 ,2 ]
Wu, Jun [1 ,2 ]
Xiao, Zhitao [1 ,2 ]
Zhang, Fang [1 ,2 ]
机构：
[1] Tianjin Polytechnic University, School of Electronics and Information Engineering, Tianjin,300387, China
[2] Tianjin Key Laboratory of Optoelectronic Detection and Systems, Tianjin,300387, China
来源：
Shengwu Yixue Gongchengxue Zazhi/Journal of Biomedical Engineering | 2019年 / 36卷 / 01期
关键词：
Convolution;
D O I：
10.7507/1001-5515.201801054
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：107 / 115
相关论文
共 50 条
  • [1] DS-UNeXt: depthwise separable convolution network with large convolutional kernel for medical image segmentation
    Tongyuan Huang
    Jiangxia Chen
    Linfeng Jiang
    Signal, Image and Video Processing, 2023, 17 : 1775 - 1783
  • [2] DS-UNeXt: depthwise separable convolution network with large convolutional kernel for medical image segmentation
    Huang, Tongyuan
    Chen, Jiangxia
    Jiang, Linfeng
    SIGNAL IMAGE AND VIDEO PROCESSING, 2023, 17 (05) : 1775 - 1783
  • [3] Multiscale depthwise separable convolution based network for high-resolution image segmentation
    Zhang, Ke
    Bello, Inuwa Mamuda
    Su, Yu
    Wang, Jingyu
    Maryam, Ibrahim
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2022, 43 (18) : 6624 - 6643
  • [4] A multi-attention and depthwise separable convolution network for medical image segmentation
    Zhou, Yuxiang
    Kang, Xin
    Ren, Fuji
    Lu, Huimin
    Nakagawa, Satoshi
    Shan, Xiao
    NEUROCOMPUTING, 2024, 564
  • [5] Depthwise Separable Temporal Convolutional Network for Action Segmentation
    Hampiholi, Basavaraj
    Jarvers, Christian
    Mader, Wolfgang
    Neumann, Heiko
    2020 INTERNATIONAL CONFERENCE ON 3D VISION (3DV 2020), 2020, : 633 - 641
  • [6] Depthwise Separable Convolutional Neural Network Model for Intra-Retinal Cyst Segmentation
    Girish, G. N.
    Saikumar, Banoth
    Roychowdhury, Sohini
    Kothari, Abhishek R.
    Rajan, Jeny
    2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, : 2027 - 2031
  • [7] A water segmentation algorithm for SAR image based on dense depthwise separable convolution
    Zhang J.
    Xing M.
    Sun G.
    Journal of Radars, 2019, 8 (03) : 400 - 412
  • [8] Lightweight Residual Network Based on Depthwise Separable Convolution for Hyperspectral Image Classification
    Cheng Rongjie
    Yang Yun
    Li Longwei
    Wang Yanting
    Wang Jiayu
    ACTA OPTICA SINICA, 2023, 43 (12)
  • [9] A New Method for Retinal Image Semantic Segmentation Based on Fully Convolution Network
    Cao, Yuning
    Ban, Xiaojuan
    Han, Zhishuai
    Shen, Bingyang
    THEORETICAL COMPUTER SCIENCE (NCTCS 2018), 2018, 882 : 27 - 45
  • [10] DSML-UNet: Depthwise separable convolution network with multiscale large kernel for medical image segmentation
    Wang, Biao
    Qin, Juan
    Lv, Lianrong
    Cheng, Mengdan
    Li, Lei
    He, Junjie
    Li, Dingyao
    Xia, Dan
    Wang, Meng
    Ren, Haiping
    Wang, Shike
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 97
12345