参考文献

  1. 1. EAST:
  2. @inproceedings{zhou2017east,
  3.   title={EAST: an efficient and accurate scene text detector},
  4.   author={Zhou, Xinyu and Yao, Cong and Wen, He and Wang, Yuzhi and Zhou, Shuchang and He, Weiran and Liang, Jiajun},
  5.   booktitle={Proceedings of the IEEE conference on Computer Vision and Pattern Recognition},
  6.   pages={5551--5560},
  7.   year={2017}
  8. }
  10. 2. DB:
  11. @inproceedings{liao2020real,
  12.   title={Real-Time Scene Text Detection with Differentiable Binarization.},
  13.   author={Liao, Minghui and Wan, Zhaoyi and Yao, Cong and Chen, Kai and Bai, Xiang},
  14.   booktitle={AAAI},
  15.   pages={11474--11481},
  16.   year={2020}
  17. }
  19. 3. DTRB:
  20. @inproceedings{baek2019wrong,
  21.   title={What is wrong with scene text recognition model comparisons? dataset and model analysis},
  22.   author={Baek, Jeonghun and Kim, Geewook and Lee, Junyeop and Park, Sungrae and Han, Dongyoon and Yun, Sangdoo and Oh, Seong Joon and Lee, Hwalsuk},
  23.   booktitle={Proceedings of the IEEE International Conference on Computer Vision},
  24.   pages={4715--4723},
  25.   year={2019}
  26. }
  28. 4. SAST:
  29. @inproceedings{wang2019single,
  30.   title={A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning},
  31.   author={Wang, Pengfei and Zhang, Chengquan and Qi, Fei and Huang, Zuming and En, Mengyi and Han, Junyu and Liu, Jingtuo and Ding, Errui and Shi, Guangming},
  32.   booktitle={Proceedings of the 27th ACM International Conference on Multimedia},
  33.   pages={1277--1285},
  34.   year={2019}
  35. }
  37. 5. SRN:
  38. @inproceedings{yu2020towards,
  39.   title={Towards accurate scene text recognition with semantic reasoning networks},
  40.   author={Yu, Deli and Li, Xuan and Zhang, Chengquan and Liu, Tao and Han, Junyu and Liu, Jingtuo and Ding, Errui},
  41.   booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  42.   pages={12113--12122},
  43.   year={2020}
  44. }
  46. 6. end2end-psl:
  47. @inproceedings{sun2019chinese,
  48.   title={Chinese Street View Text: Large-scale Chinese Text Reading with Partially Supervised Learning},
  49.   author={Sun, Yipeng and Liu, Jiaming and Liu, Wei and Han, Junyu and Ding, Errui and Liu, Jingtuo},
  50.   booktitle={Proceedings of the IEEE International Conference on Computer Vision},
  51.   pages={9086--9095},
  52.   year={2019}
  53. }
  55. 7. CRNN:
  56. @article{shi2016end,
  57.   title={An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition},
  58.   author={Shi, Baoguang and Bai, Xiang and Yao, Cong},
  59.   journal={IEEE transactions on pattern analysis and machine intelligence},
  60.   volume={39},
  61.   number={11},
  62.   pages={2298--2304},
  63.   year={2016},
  64.   publisher={IEEE}
  65. }
  67. 8. FPGM:
  68. @inproceedings{he2019filter,
  69.   title={Filter pruning via geometric median for deep convolutional neural networks acceleration},
  70.   author={He, Yang and Liu, Ping and Wang, Ziwei and Hu, Zhilan and Yang, Yi},
  71.   booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  72.   pages={4340--4349},
  73.   year={2019}
  74. }
  76. 9. PACT:
  77. @article{choi2018pact,
  78.   title={Pact: Parameterized clipping activation for quantized neural networks},
  79.   author={Choi, Jungwook and Wang, Zhuo and Venkataramani, Swagath and Chuang, Pierce I-Jen and Srinivasan, Vijayalakshmi and Gopalakrishnan, Kailash},
  80.   journal={arXiv preprint arXiv:1805.06085},
  81.   year={2018}
  82. }
  84. 10.Rosetta
  85. @inproceedings{borisyuk2018rosetta,
  86.   title={Rosetta: Large scale system for text detection and recognition in images},
  87.   author={Borisyuk, Fedor and Gordo, Albert and Sivakumar, Viswanath},
  88.   booktitle={Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery \& Data Mining},
  89.   pages={71--79},
  90.   year={2018}
  91. }
  93. 11.STAR-Net
  94. @inproceedings{liu2016star,
  95.   title={STAR-Net: A SpaTial Attention Residue Network for Scene Text Recognition.},
  96.   author={Liu, Wei and Chen, Chaofeng and Wong, Kwan-Yee K and Su, Zhizhong and Han, Junyu},
  97.   booktitle={BMVC},
  98.   volume={2},
  99.   pages={7},
  100.   year={2016}
  101. }
  103. 12.RARE
  104. @inproceedings{shi2016robust,
  105.   title={Robust scene text recognition with automatic rectification},
  106.   author={Shi, Baoguang and Wang, Xinggang and Lyu, Pengyuan and Yao, Cong and Bai, Xiang},
  107.   booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
  108.   pages={4168--4176},
  109.   year={2016}
  110. }