Pre-training transformer with dual-branch context content module for table detection in document images

被引：0
|
作者：
Li, Yongzhi [1 ]
Zhang, Pengle [1 ]
Sun, Meng [2 ]
Huang, Jin [1 ,3 ]
He, Ruhan [1 ,3 ]
机构：
[1] School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan,430064, China
[2] School of Computer Science, South-Central Minzu University, Wuhan,430064, China
[3] Hubei Provincial Engineering Research Center for Intelligent Textile and Fashion, Wuhan Textile University, Wuhan,430064, China
来源：
Virtual Reality and Intelligent Hardware | 2024年 / 6卷 / 05期
关键词：
Deformable convolution - Dilated convolution - Document image analysis - Document images - Features extraction - Features fusions - Pre-training - Shape and size - Table detection - Transformer;
D O I：
10.1016/j.vrih.2024.06.003
中图分类号：
学科分类号：
摘要：
33
引用
收藏
页码：408 / 420
相关论文
共 47 条
  • [11] Dual-Branch Fourier-Mixing Transformer Network for Hyperspectral Target Detection
    Jiao, Jinyue
    Gong, Zhiqiang
    Zhong, Ping
    REMOTE SENSING, 2023, 15 (19)
  • [12] CosineTR: A dual-branch transformer-based network for semantic line detection
    Zhang, Yuqi
    Ma, Bole
    Jin, Luyang
    Yang, Yuancheng
    Tong, Chao
    PATTERN RECOGNITION, 2025, 158
  • [13] Early Rumor Detection based on Data Augmentation and Pre-training Transformer
    Hu, Yanjun
    Ju, Xinyi
    Ye, Zhousheng
    Khan, Sulaiman
    Yuan, Chengwu
    Lai, Qiran
    Liu, Junqiang
    2022 IEEE 12TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE (CCWC), 2022, : 152 - 158
  • [14] Dual-Branch Diffusion Detection Model for Photovoltaic Array and Hotspot Defect Detection in Infrared Images
    Li, Ruide
    Yan, Wenjun
    Xia, Chaoqun
    REMOTE SENSING, 2025, 17 (06)
  • [15] Change Detection on Remote Sensing Images Using Dual-Branch Multilevel Intertemporal Network
    Feng, Yuchao
    Jiang, Jiawei
    Xu, Honghui
    Zheng, Jianwei
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [16] Transformer-Based Dual-Branch Multiscale Fusion Network for Pan-Sharpening Remote Sensing Images
    Li, Zixu
    Li, Jinjiang
    Ren, Lu
    Chen, Zheng
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17 : 614 - 632
  • [17] A dual-branch siamese spatial-spectral transformer attention network for Hyperspectral Image Change Detection
    Zhang, Yiyan
    Wang, Tingting
    Zhang, Chenkai
    Xu, Shufang
    Gao, Hongmin
    Li, Chenming
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 238
  • [18] Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images
    Hervella, Alvaro S.
    Rouco, Jose
    Novo, Jorge
    Ortega, Marcos
    INFORMATION FUSION, 2022, 79 : 146 - 161
  • [19] Dual-branch network object detection algorithm based on dual-modality fusion of visible and infrared images
    Hou, Zhiqiang
    Li, Xinyue
    Yang, Chen
    Ma, Sugang
    Yu, Wangsheng
    Wang, Yunchen
    MULTIMEDIA SYSTEMS, 2024, 30 (06)
  • [20] Dual-branch attention module-based network with parameter sharing for joint sound event detection and localization
    Zhou, Yuting
    Wan, Hongjie
    EURASIP JOURNAL ON AUDIO SPEECH AND MUSIC PROCESSING, 2023, 2023 (01)
12345