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Recently, models based on deep neural networks have dominated the fields of scene text detection and recognition.
Hochreiter, S., Schmidhuber, J.: Long short-term memory. Neural Computation 9
1997
Earlier work this paper cites.
Graves, A., Fernández, S., Gomez, F.J., Schmidhuber, J.: Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks. In: Proc. ICML. pp. 369–376 (2006)
2006
Earlier work this paper cites.
Bengio, Y., Louradour, J., Collobert, R., Weston, J.: Curriculum learning. In: Proc. ICML. pp. 41–48 (2009)
2009
Earlier work this paper cites.
Epshtein, B., Ofek, E., Wexler, Y.: Detecting text in natural scenes with stroke width transform. In: Proc. CVPR. pp. 2963–2970 (2010)
2010
Earlier work this paper cites.
Neumann, L., Matas, J.: A method for text localization and recognition in real-world images. In: Proc. ACCV. pp. 770–783 (2010)
2010
Earlier work this paper cites.
Wang, K., Babenko, B., Belongie, S.: End-to-end scene text recognition. In: Proc. ICCV. pp. 1457–1464 (2011)
2011
Earlier work this paper cites.
Neumann, L., Matas, J.: Real-time scene text localization and recognition. In: Proc. CVPR. pp. 3538–3545 (2012)
2012
Earlier work this paper cites.
Yao, C., Bai, X., Liu, Wenyu and, M.Y., Tu, Z.: Detecting texts of arbitrary orientations in natural images. In: 2012 IEEE Conference on Computer Vision and Pattern Recognition. pp. 1083–1090. IEEE (2012)
2012
Earlier work this paper cites.
Bissacco, A., Cummins, M., Netzer, Y., Neven, H.: Photoocr: Reading text in uncontrolled conditions. In: Proc. ICCV. pp. 785–792 (2013)
2013
Earlier work this paper cites.
Karatzas, D., Shafait, F., Uchida, S., Iwamura, M., i Bigorda, L.G., Mestre, S.R., Mas, J., Mota, D.F., Almazán, J., de las Heras, L.: ICDAR 2013 robust reading competition. In: Proc. ICDAR. pp. 1484–1493 (2013)
2013
Earlier work this paper cites.
Girshick, R.B., Donahue, J., Darrell, T., Malik, J.: Rich feature hierarchies for accurate object detection and semantic segmentation. In: Proc. CVPR. pp. 580–587 (2014)
2014
Earlier work this paper cites.
Huang, W., Qiao, Y., Tang, X.: Robust scene text detection with convolution neural network induced MSER trees. In: Proc. ECCV. pp. 497–511 (2014)
2014
Earlier work this paper cites.
2014
Earlier work this paper cites.
Jaderberg, M., Vedaldi, A., Zisserman, A.: Deep features for text spotting. In: Proc. ECCV. pp. 512–528 (2014)
2014
Earlier work this paper cites.
Kang, L., Li, Y., Doermann, D.S.: Orientation robust text line detection in natural images. In: Proc. CVPR. pp. 4034–4041 (2014)
2014
Earlier work this paper cites.
Risnumawan, A., Shivakumara, P., Chan, C.S., Tan, C.L.: A robust arbitrary text detection system for natural scene images. Expert Syst. Appl. 41
2014
Earlier work this paper cites.
Yao, C., Bai, X., Liu, W.: A unified framework for multioriented text detection and recognition. IEEE Trans. Image Processing 23
2014
Earlier work this paper cites.
Yao, C., Bai, X., Shi, B., Liu, W.: Strokelets: A learned multi-scale representation for scene text recognition. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 4042–4049 (2014)
2014
Earlier work this paper cites.
2014
Earlier work this paper cites.
Girshick, R.B.: Fast R-CNN. In: Proc. ICCV. pp. 1440–1448 (2015)
2015
Earlier work this paper cites.
Karatzas, D., Gomez-Bigorda, L., Nicolaou, A., Ghosh, S.K., Bagdanov, A.D., Iwamura, M., Matas, J., Neumann, L., Chandrasekhar, V.R., Lu, S., Shafait, F., Uchida, S., Valveny, E.: ICDAR 2015 competition on robust reading. In: Proc. ICDAR. pp. 1156–1160 (2015)
2015
Cited alongside, same era.
Tian, S., Pan, Y., Huang, C., Lu, S., Yu, K., Tan, C.L.: Text flow: A unified text detection system in natural scene images. In: Proc. ICCV. pp. 4651–4659 (2015)
2015
Cited alongside, same era.
Zhang, Z., Shen, W., Yao, C., Bai, X.: Symmetry-based text line detection in natural scenes. In: Proc. CVPR. pp. 2558–2567 (2015)
2015
Cited alongside, same era.
Dai, J., He, K., Li, Y., Ren, S., Sun, J.: Instance-sensitive fully convolutional networks. In: Proc. ECCV. pp. 534–549 (2016)
2016
Cited alongside, same era.
Dai, J., Li, Y., He, K., Sun, J.: R-FCN: object detection via region-based fully convolutional networks. In: Proc. NIPS. pp. 379–387 (2016)
Gómez, L., Karatzas, D.: Textproposals: a text-specific selective search algorithm for word spotting in the wild. Pattern Recognition 70
2017
Later among the works it cites.
He, K., Gkioxari, G., Dollár, P., Girshick, R.B.: Mask R-CNN. In: Proc. ICCV. pp. 2980–2988 (2017)
2017
Later among the works it cites.
He, P., Huang, W., He, T., Zhu, Q., Qiao, Y., Li, X.: Single shot text detector with regional attention. In: Proc. ICCV. pp. 3066–3074 (2017)
2017
Later among the works it cites.
He, W., Zhang, X., Yin, F., Liu, C.: Deep direct regression for multi-oriented scene text detection. In: Proc. ICCV. pp. 745–753 (2017)
2017
Later among the works it cites.
Hu, H., Zhang, C., Luo, Y., Wang, Y., Han, J., Ding, E.: Wordsup: Exploiting word annotations for character based text detection. In: Proc. ICCV. pp. 4950–4959 (2017)
2017
Later among the works it cites.
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2016
Cited alongside, same era.
Gupta, A., Vedaldi, A., Zisserman, A.: Synthetic data for text localisation in natural images. In: Proc. CVPR. pp. 2315–2324 (2016)
2016
Cited alongside, same era.
He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: Proc. CVPR. pp. 770–778 (2016)
2016
Cited alongside, same era.
Jaderberg, M., Simonyan, K., Vedaldi, A., Zisserman, A.: Reading text in the wild with convolutional neural networks. International Journal of Computer Vision 116
2016
Cited alongside, same era.
Lee, C., Osindero, S.: Recursive recurrent nets with attention modeling for OCR in the wild. In: Proc. CVPR. pp. 2231–2239 (2016)
2016
Cited alongside, same era.
Liu, W., Anguelov, D., Erhan, D., Szegedy, C., Reed, S.E., Fu, C., Berg, A.C.: SSD: single shot multibox detector. In: Proc. ECCV. pp. 21–37 (2016)
2016
Cited alongside, same era.
Neumann, L., Matas, J.: Real-time lexicon-free scene text localization and recognition. IEEE Trans. Pattern Anal. Mach. Intell. 38
2016
Cited alongside, same era.
Redmon, J., Divvala, S.K., Girshick, R.B., Farhadi, A.: You only look once: Unified, real-time object detection. In: Proc. CVPR. pp. 779–788 (2016)
2016
Cited alongside, same era.
Li, H., Wang, P., Shen, C.: Towards end-to-end text spotting with convolutional recurrent neural networks. In: Proc. ICCV. pp. 5248–5256 (2017)
2017
Later among the works it cites.
Li, Y., Qi, H., Dai, J., Ji, X., Wei, Y.: Fully convolutional instance-aware semantic segmentation. In: Proc. CVPR. pp. 4438–4446 (2017)
2017
Later among the works it cites.
Liao, M., Shi, B., Bai, X., Wang, X., Liu, W.: Textboxes: A fast text detector with a single deep neural network. In: Proc. AAAI. pp. 4161–4167 (2017)
2017
Later among the works it cites.
Lin, T., Dollár, P., Girshick, R.B., He, K., Hariharan, B., Belongie, S.J.: Feature pyramid networks for object detection. In: Proc. CVPR. pp. 936–944 (2017)
2017
Later among the works it cites.
Liu, Y., Jin, L.: Deep matching prior network: Toward tighter multi-oriented text detection. In: Proc. CVPR. pp. 3454–3461 (2017)
2017
Later among the works it cites.
Ren, S., He, K., Girshick, R.B., Sun, J.: Faster R-CNN: towards real-time object detection with region proposal networks. IEEE Trans. Pattern Anal. Mach. Intell. 39
2017
Later among the works it cites.
Shelhamer, E., Long, J., Darrell, T.: Fully convolutional networks for semantic segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 39
2017
Later among the works it cites.
Shi, B., Bai, X., Belongie, S.J.: Detecting oriented text in natural images by linking segments. In: Proc. CVPR. pp. 3482–3490 (2017)
2017
Later among the works it cites.
Shi, B., Bai, X., Yao, C.: An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition. IEEE Trans. Pattern Anal. Mach. Intell. 39
2017
Later among the works it cites.
Zhou, X., Yao, C., Wen, H., Wang, Y., Zhou, S., He, W., Liang, J.: EAST: an efficient and accurate scene text detector. In: Proc. CVPR. pp. 2642–2651 (2017)
2017
Later among the works it cites.
Liao, M., Shi, B., Bai, X.: Textboxes++: A single-shot oriented scene text detector. IEEE Transactions on Image Processing 27
2018
Closest in time.
Liao, M., Zhu, Z., Shi, B., Xia, G.s., Bai, X.: Rotation-sensitive regression for oriented scene text detection. In: Proc. CVPR. pp. 5909–5918 (2018)
2018
Closest in time.
Lyu, P., Yao, C., Wu, W., Yan, S., Bai, X.: Multi-oriented scene text detection via corner localization and region segmentation. In: Proc. CVPR. pp. 7553–7563 (2018)
2018
Closest in time.
Shi, B., Yang, M., Wang, X., Lyu, P., Yao, C., Bai, X.: ASTER: An attentional scene text recognizer with flexible rectification. IEEE transactions on pattern analysis and machine intelligence (2018)
2018
Closest in time.
Zhu, Y., Liao, M., Yang, M., Liu, W.: Cascaded segmentation-detection networks for text-based traffic sign detection. IEEE Trans. Intelligent Transportation Systems 19
2018
Closest in time.