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T08. OCR, vision-language models, and industrial display reading

Research on reading meters, indicators, and shop-floor displays from images.

  1. T08-2Structural parallelSince 2025

    DialBench: Towards Accurate Reading Recognition of Pointer Meter using Large Foundation Models

    Authors
    Futian Wang, Chaoliu Weng, Xiao Wang, Zhen Chen, Zhicheng Zhao, Jin Tang
    Year
    2025
    Venue
    arXiv (cs.CV, cs.AI)

    Korean review of T08-2

  2. T08-5Structural parallel

    An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition

    Authors
    Baoguang Shi, Xiang Bai, Cong Yao
    Year
    2017
    Venue
    IEEE Transactions on Pattern Analysis and Machine Intelligence 39(11), 2298-2304 (2017)

    Korean review of T08-5

  3. T08-6Structural parallel

    Real-time Scene Text Detection with Differentiable Binarization

    Authors
    Minghui Liao, Zhaoyi Wan, Cong Yao, Kai Chen, Xiang Bai
    Year
    2020
    Venue
    AAAI 2020

    Korean review of T08-6

  4. T08-9Structural parallel

    General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model

    Authors
    Haoran Wei, Chenglong Liu, Jinyue Chen, Jia Wang, Lingyu Kong, Yanming Xu, Zheng Ge, Liang Zhao, Jianjian Sun, Yuang Peng, Chunrui Han, Xiangyu Zhang
    Year
    2024
    Venue
    arXiv (cs.CV)

    Korean review of T08-9

  5. T08-12Structural parallel

    ScreenAI: A Vision-Language Model for UI and Infographics Understanding

    Authors
    Gilles Baechler, Srinivas Sunkara, Maria Wang, Fedir Zubach, Hassan Mansoor, Vincent Etter, Victor Carbune, Jason Lin, Jindong Chen, Abhanshu Sharma
    Year
    2024
    Venue
    IJCAI 2024

    Korean review of T08-12

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