Intelligent Deep Learning Empowered Text Detection Model from Natural Scene Images
M. Ghosh, S. Chatterjee, H. Mukherjee, S. Sen, and S. M. Obaidullah, "Text/Non-text Scene Image Classification Using Deep Ensemble Network," in Proceedings of International Conference on Advanced Computing Applications, 2022, pp. 561–570.
L. M. Francis and N. Sreenath, "TEDLESS – Text detection using least-square SVM from natural scene," Journal of King Saud University - Computer and Information Sciences, vol. 32, no. 3, pp. 287–299, 2020, doi: 10.1016/j.jksuci.2017.09.001.
J. Diaz-Escobar and V. Kober, "Natural Scene Text Detection and Segmentation Using Phase-Based Regions and Character Retrieval," Mathematical Problems in Engineering, vol. 2020, 2020, doi: 10.1155/2020/7067251.
X. Zhang, X. Gao, and C. Tian, "Text detection in natural scene images based on color prior guided MSER," Neurocomputing, vol. 307, pp. 61–71, 2018, doi: 10.1016/j.neucom.2018.03.070.
S. Y. Arafat and M. J. Iqbal, "Urdu-Text Detection and Recognition in Natural Scene Images Using Deep Learning," IEEE Access, vol. 8, no. June, pp. 96787–96803, 2020, doi: 10.1109/ACCESS.2020.2994214.
M. Liao et al., "Scene text recognition from two-dimensional perspective," 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, pp. 8714–8721, 2019, doi: 10.1609/aaai.v33i01.33018714.
X. Zhu, J. Wang, Z. Hong, T. Xia, and J. Xiao, "Federated learning of unsegmented chinese text recognition model," Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI, vol. 2019-November, no. 2018, pp. 1341–1345, 2019, doi: 10.1109/ICTAI.2019.00186.
H. Zhang, Q. Yao, M. Yang, Y. Xu, and X. Bai, "AutoSTR: Efficient Backbone Search for Scene Text Recognition," Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12369 LNCS, pp. 751–767, 2020, doi: 10.1007/978-3-030-58586-0_44.
J. Zhang, C. Luo, L. Jin, T. Wang, Z. Li, and W. Zhou, "SaHAN: Scale-aware hierarchical attention network for scene text recognition," Pattern Recognition Letters, vol. 136, pp. 205–211, 2020, doi: 10.1016/j.patrec.2020.06.009.
D. V. Sang and L. T. B. Cuong, "Improving CRNN with EfficientNet-like feature extractor and multi-head atention for text recognition," ACM International Conference Proceeding Series, no. December, pp. 285–290, 2019, doi: 10.1145/3368926.3369689.
Q. Lin, C. Luo, L. Jin, and S. Lai, "STAN: A sequential transformation attention-based network for scene text recognition," Pattern Recognition, vol. 111, p. 107692, 2021, doi: 10.1016/j.patcog.2020.107692.
A. Mirza, O. Zeshan, M. Atif, and I. Siddiqi, "Detection and recognition of cursive text from video frames," Eurasip Journal on Image and Video Processing, vol. 2020, no. 1, 2020, doi: 10.1186/s13640-020-00523-5.
A. Aberdam et al., "Sequence-to-Sequence Contrastive Learning for Text Recognition," 2020.
R. Harizi, R. Walha, F. Drira, and M. Zaied, "Convolutional neural network with joint stepwise character/word modeling based system for scene text recognition," Multimedia Tools and Applications, 2021, doi: https://doi.org/10.1007/s11042-021-10663-z.
C. Luo, L. Jin, and Z. Sun, "MORAN: A Multi-Object Rectified Attention Network for scene text recognition," Pattern Recognition, vol. 90, pp. 109–118, 2019, doi: 10.1016/j.patcog.2019.01.020.
X. Zhou et al., "EAST: An efficient and accurate scene text detector," Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017, vol. 2017-January, pp. 2642–2651, 2017, doi: 10.1109/CVPR.2017.283.
U. Alganci, M. Soydas, and E. Sertel, "Comparative research on deep learning approaches for airplane detection from very high-resolution satellite images," Remote Sensing, vol. 12, no. 3, 2020, doi: 10.3390/rs12030458.
R. Suresh and N. Keshava, "A Survey of Popular Image and Text analysis Techniques," CSITSS 2019 - 2019 4th International Conference on Computational Systems and Information Technology for Sustainable Solution, Proceedings, 2019, doi: 10.1109/CSITSS47250.2019.9031023.
F. Zhang, J. Luan, Z. Xu, and W. Chen, "DetReco: Object-Text Detection and Recognition Based on Deep Neural Network," Mathematical Problems in Engineering, vol. 2020, 2020, doi: 10.1155/2020/2365076.
Y. Liu, Z. Wang, H. Jin, and I. Wassell, "Synthetically Supervised Feature Learning for Scene Text Recognition," Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11209 LNCS, pp. 449–465, 2018, doi: 10.1007/978-3-030-01228-1_27.
L. Chen and S. Li, "Improvement research and application of text recognition algorithm based on CRNn," ACM International Conference Proceeding Series, pp. 166–170, 2018, doi: 10.1145/3297067.3297073.
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