Offline Signature Identification and Verification Based on Capsule Representations

1. Hafemann, L. G., R. Sabourin, L. S. Oliveira. Offline Handwritten Signature Verification: Literature Review. – In: Proc. of 7th International Conference on Image Processing Theory, Tools and Applications (IPTA’17), November 2017, pp. 1-8.10.1109/IPTA.2017.8310112 Search in Google Scholar

2. Kalera, M. K., S. N. Srihari, A. Xu. Offline Signature Verification and Identification Using Distance Statistics. – IJPRAI, Vol. 18, 2004, pp. 1339-1360.10.1142/S0218001404003630 Search in Google Scholar

3. Vargas, F., M. Ferrer, C. Travieso, J. Alonso. Off-Line Handwritten Signature Gpds-960 Corpus. –In: Proc. of 9th International Conference on Document Analysis and Recognition (ICDAR’07), Vol. 2, September 2007, pp. 764-768.10.1109/ICDAR.2007.4377018 Search in Google Scholar

4. Ortega-Garcia, J. Fierrez-Aguilar, D. Simon, J. Gonzalez, M. Faundez-Zanuy, V. Espinosa, A. Satue, I. Hernaez, J. Igarza, C. Vivaracho, D. Escudero, Q. Moro. MCYT Baseline Corpus: A Bimodal Biometric Database. – IEE Proceedings – Vision, Image and Signal Processing, Vol. 150, December 2003, No 6, pp. 395-401.10.1049/ip-vis:20031078 Search in Google Scholar

5. Hiryanto, A., R. Yohannis, T. Handhayani. Hand Signature and Handwriting Recognition as Identification of the Writer Using Gray Level Cooccurrence Matrix and Bootstrap. – In: Proc. of 2017 Intelligent Systems Conference (IntelliSys’17), September 2017, pp. 1103-1110.10.1109/IntelliSys.2017.8324267 Search in Google Scholar

6. Yilmaz, M. B., B. Yanikoglu. Score Level Fusion of Classifiers in Off-Line Signature Verification. – Information Fusion, Vol. 32, 2016.10.1016/j.inffus.2016.02.003 Search in Google Scholar

7. Ruiz-Del-Solar, J., C. Devia, P. Loncomilla, F. Concha. Offline Signature Verification Using Local Interest Points and Descriptors. – In: Proc. of 13th Iberoamerican Congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications, Ser. CIARP’08, Berlin, Heidelberg, Springer-Verlag, 2008, p. 22-29.10.1007/978-3-540-85920-8_3 Search in Google Scholar

8. Yilmaz, M. B., B. Yanikoglu, C. Tirkaz, A. Kholmatov. Offline Signature Verification Using Classifier Combination of Hog and Lbp Features. – In: Proc. of 2011 International Joint Conference on Biometrics (IJCB’11), October 2011, pp. 1-7.10.1109/IJCB.2011.6117473 Search in Google Scholar

9. Hafemann, L. G., R. Sabourin, L. S. Oliveira. Learning Features for Offline Handwritten Signature Verification Using Deep Convolutional Neural Networks. – Pattern Recognition, Vol. 70, 2017, pp. 163-176.10.1016/j.patcog.2017.05.012 Search in Google Scholar

10. Yilmaz, M. B., K. Ozturk. Hybrid User-Independent and User-Dependent Offline Signature Verification with a Two-Channel CNN. – In: Proc. of 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW’18), 2018, pp. 639-6398.10.1109/CVPRW.2018.00094 Search in Google Scholar

11. Ruiz, V., I. Linares, A. Sanchez, J. F. Velez. Off-Line Handwritten Signature Verification Using Compositional Synthetic Generation of Signatures and Siamese Neural Networks. – Neurocomputing, Vol. 374, 2020, pp. 30-41.10.1016/j.neucom.2019.09.041 Search in Google Scholar

12. Sabour, S., N. Frosst, G. E. Hinton. Dynamic Routing Between Capsules. – CoRR, Vol. abs/1710.09829, 2017. http://arxiv.org/abs/1710.09829 Search in Google Scholar

13. Hafemann, L. G., R. Sabourin, L. Oliveira. Characterizing and Evaluating Adversarial Examples for Offline Handwritten Signature Verification. – IEEE Transactions on Information Forensics and Security, 2019, pp. 1-1.10.1109/TIFS.2019.2894031 Search in Google Scholar

14. Mersa, O., F. Etaati, S. Masoudnia, B. N. Araabi. Learning Representations from Persian Handwriting for Offline Signature Verification, a Deep Transfer Learning Approach. arXiv e-prints, February 2019.10.1109/PRIA.2019.8785979 Search in Google Scholar

15. Souza, V. L. F., A. L. I. Oliveira, R. Sabourin. A Writer-Independent Approach for Offline Signature Verification Using Deep Convolutional Neural Networks Features. – In: Proc. of 7th Brazilian Conference on Intelligent Systems (BRACIS’18), October 2018, pp. 212-217.10.1109/BRACIS.2018.00044 Search in Google Scholar

16. Gumusbas, D., T. Yildirim. Offline Signature Identification and Verification Using Capsule Network. – In: Proc. of IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA’19), July 2019, pp. 1-5.10.1109/INISTA.2019.8778228 Search in Google Scholar