SFE-Net: Spatial-Frequency Enhancement Network for robust nuclei segmentation in histopathology images

被引:0
|
作者
Chen, Jinsha [1 ]
Yang, Gang [1 ]
Liu, Aiping [1 ]
Chen, Xun [1 ]
Liu, Ji [2 ,3 ]
机构
[1] School of Information Science and Technology, University of Science and Technology of China, Hefei,230026, China
[2] School of Biomedical Engineering, Division of Life Sciences and Medicine, School of Information Science and Technology, University of Science and Technology of China, Hefei,230026, China
[3] Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, China
基金
中国国家自然科学基金;
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Deep learning - Distillation - Extraction - Image enhancement - Semantic Segmentation - Semantics
引用
收藏
相关论文
共 50 条
  • [41] Deep structured residual encoder-decoder network with a novel loss function for nuclei segmentation of kidney and breast histopathology images
    Chanchal, Amit Kumar
    Lal, Shyam
    Kini, Jyoti
    MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (07) : 9201 - 9224
  • [42] Deep structured residual encoder-decoder network with a novel loss function for nuclei segmentation of kidney and breast histopathology images
    Amit Kumar Chanchal
    Shyam Lal
    Jyoti Kini
    Multimedia Tools and Applications, 2022, 81 : 9201 - 9224
  • [43] CSCE-Net: Channel-Spatial Contextual Enhancement Network for Robust Point Cloud Registration
    Wang, Jingtao
    Yang, Changcai
    Wei, Lifang
    Chen, Riqing
    REMOTE SENSING, 2022, 14 (22)
  • [44] Spatial-Frequency Dual-Domain Feature Fusion Network for Low-Light Remote Sensing Image Enhancement
    Yao, Zishu
    Fan, Guodong
    Fan, Jinfu
    Gan, Min
    Chen, C. L. Philip
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 62
  • [46] CSEA-Net: A channel-spatial enhanced attention network for lung tumor segmentation on CT images
    Liu, Wenhu
    Sun, Jinhao
    Li, Han
    Wang, Yan
    Wang, Zhaohui
    ISCIENCE, 2025, 28 (03)
  • [47] PCAFA-Net: A Physically Guided Network for Underwater Image Enhancement with Frequency-Spatial Attention
    Cheng, Kai
    Zhao, Lei
    Xue, Xiaojun
    Liu, Jieyin
    Li, Heng
    Liu, Hui
    SENSORS, 2025, 25 (06)
  • [48] Syn-Net: A Synchronous Frequency-Perception Fusion Network for Breast Tumor Segmentation in Ultrasound Images
    Zhao, Guangzhe
    Zhu, Xingguo
    Wang, Xueping
    Yan, Feihu
    Guo, Maozu
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 29 (03) : 2113 - 2124
  • [49] FECC-Net: A Novel Feature Enhancement and Context Capture Network Based on Brain MRI Images for Lesion Segmentation
    Huang, Zhaohong
    Zhang, Xiangchen
    Song, Yehua
    Cai, Guorong
    BRAIN SCIENCES, 2022, 12 (06)
  • [50] SRSA-Net: Separable ResUnit and Self-attention Optimized Network for Simultaneous Nuclei Segmentation and Classification in Histology Images
    Wang, Ranran
    Qiu, Yusong
    Zhang, Yong
    Xu, Hongming
    12TH ASIAN-PACIFIC CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING, VOL 1, APCMBE 2023, 2024, 103 : 105 - 112