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