Bizarim
Menu

Research library

Search papers on equipment connectivity, quality inspection, production analysis, and manufacturing work.

Search and filter

Paper list

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

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

  1. T08-1Similar problemSince 2025

    Do Vision-Language Models Measure Up? Benchmarking Visual Measurement Reading with MeasureBench

    Authors
    Fenfen Lin, Yesheng Liu, Haiyu Xu, Chen Yue, Zheqi He, Mingxuan Zhao, Miguel Hu Chen, Jiakang Liu, JG Yao, Xi Yang
    Year
    2026
    Venue
    arXiv (cs.CV, cs.AI)

    Korean review of T08-1

  2. 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

  3. 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

  4. T08-3Similar problem

    Convolutional Neural Networks for Automatic Meter Reading

    Authors
    Rayson Laroca, Victor Barroso, Matheus A. Diniz, Gabriel R. Goncalves, William Robson Schwartz, David Menotti
    Year
    2019
    Venue
    Journal of Electronic Imaging 28(1), 013023

    Korean review of T08-3

  5. T08-4Similar problem

    Utilizing Smartphone-Based Machine Learning in Medical Monitor Data Collection: Seven Segment Digit Recognition

    Authors
    Varun N. Shenoy, Oliver O. Aalami
    Year
    2018
    Venue
    AMIA Annual Symposium Proceedings 2017;2017:1564-1570

    Korean review of T08-4

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

From research to product use

Operating capabilities, pilots, and technologies in development are identified separately.

View technology