Colorectal Polyp Segmentation Combining Pyramid Vision Transformer and Axial Attention

被引：0
|
作者：
Zhou, Xue [1 ]
Bai, Zhengyao [1 ]
Lu, Qianjie [1 ]
Fan, Shenglan [1 ]
机构：
[1] School of Information Science and Engineering, Yunnan University, Kunming,650500, China
来源：
Computer Engineering and Applications | 2023年 / 59卷 / 11期
关键词：
Axial attention - Baseline network - Colorectal polyp segment - Colorectal polyps - Feature map - Feature pyramid - Feature pyramid network - Polyp segmentation - PVTv2 - Pyramid network;
D O I：
10.3778/j.issn.1002-8331.2203-0110
中图分类号：
学科分类号：
摘要：
引用
下载
收藏
页码：222 / 230
相关论文
共 50 条
  • [41] Colorectal polyp segmentation method based on fusion of transformer and cross-level phase awareness
    Liang L.
    He A.
    Zhu C.
    Sheng X.
    Shengwu Yixue Gongchengxue Zazhi/Journal of Biomedical Engineering, 2023, 40 (02): : 234 - 243
  • [42] Vision Transformer With Quadrangle Attention
    Zhang, Qiming
    Zhang, Jing
    Xu, Yufei
    Tao, Dacheng
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 46 (05) : 3608 - 3624
  • [43] Vision Transformer with Deformable Attention
    Xia, Zhuofan
    Pan, Xuran
    Song, Shiji
    Li, Li Erran
    Huang, Gao
    2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2022), 2022, : 4784 - 4793
  • [44] Adder Attention for Vision Transformer
    Shu, Han
    Wang, Jiahao
    Chen, Hanting
    Li, Lin
    Yang, Yujiu
    Wang, Yunhe
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 34 (NEURIPS 2021), 2021, 34
  • [45] Polyp segmentation network with hybrid channel-spatial attention and pyramid global context guided feature fusion
    Huang, Xiaodong
    Zhuo, Li
    Zhang, Hui
    Yang, Yang
    Li, Xiaoguang
    Zhang, Jing
    Wei, Wei
    COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2022, 98
  • [46] Transformer and group parallel axial attention co-encoder for medical image segmentation
    Li, Chaoqun
    Wang, Liejun
    Li, Yongming
    SCIENTIFIC REPORTS, 2022, 12 (01):
  • [47] CascadeMedSeg: integrating pyramid vision transformer with multi-scale fusion for precise medical image segmentation
    Li, Junwei
    Sun, Shengfeng
    Li, Shijie
    Xia, Ruixue
    SIGNAL IMAGE AND VIDEO PROCESSING, 2024, : 9067 - 9079
  • [48] W-MAFormer: W-shaped Multi-Attention Assisted Transformer for Polyp Segmentation
    Yi, M.
    Su, Y.
    Shen, Y.
    Wang, W.
    COMPUTER-AIDED DIAGNOSIS, MEDICAL IMAGING 2024, 2024, 12927
  • [49] PRAPNet: A Parallel Residual Atrous Pyramid Network for Polyp Segmentation
    Han, Jubao
    Xu, Chao
    An, Ziheng
    Qian, Kai
    Tan, Wei
    Wang, Dou
    Fang, Qianqian
    SENSORS, 2022, 22 (13)
  • [50] Pyramid Self-attention for Semantic Segmentation
    Qi, Jiyang
    Wang, Xinggang
    Hu, Yao
    Tang, Xu
    Liu, Wenyu
    PATTERN RECOGNITION AND COMPUTER VISION, PT I, 2021, 13019 : 480 - 492
12345