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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. T08-14Candidate approachSince 2025

    Qwen2.5-VL Technical Report

    Authors
    Shuai Bai, Keqin Chen, Xuejing Liu, Jialin Wang, Wenbin Ge, Sibo Song, Kai Dang (27 authors in total)
    Year
    2025
    Venue
    arXiv (cs.CV, cs.CL)

    Korean review of T08-14

  2. T08-7Candidate approach

    TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models

    Authors
    Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei
    Year
    2023
    Venue
    Proceedings of the AAAI Conference on Artificial Intelligence 37(11), 13094-13102 (2023)

    Korean review of T08-7

  3. T08-11Candidate approach

    OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models

    Authors
    Yuliang Liu, Zhang Li, Mingxin Huang, Biao Yang, Wenwen Yu, Chunyuan Li, Xucheng Yin, Cheng-lin Liu, Lianwen Jin, Xiang Bai
    Year
    2024
    Venue
    Science China Information Sciences (2024)

    Korean review of T08-11

  4. T08-13Candidate approach

    Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

    Authors
    Peng Wang, Shuai Bai, Sinan Tan, Shijie Wang, Zhihao Fan, Jinze Bai, Keqin Chen (19 authors in total)
    Year
    2024
    Venue
    arXiv (cs.CV)

    Korean review of T08-13

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