Offline Signature Recognition Using Image Processing Techniques and Back Propagation Neuron Network System
Tóm tắt
Từ khóa
Tài liệu tham khảo
Yilmaz MB, Yanikoglu B, Tirkaz C, Kholmatov A. Offline signature verification using classifier combination of HOG and LBP features. In: International Joint Conference on Biometrics (IJCB), IEEE, 2011, pp. 1–7.
Shikha P, Shailja S. Neural network based offline signature recognition and verification system. Res J Eng Sci. 2013;2278:9472.
Shekar BH, Bharathi RK. Eigen-signature: a robust and an efficient offline signature verification algorithm. In: International Conference on Recent Trends in Information Technology (ICRTIT), IEEE, pp. 134–8.
Kumar MM, Puhan N B. Inter-point envelope based distance moments for offline signature verification. In: International Conference on Signal Processing and Communications (SPCOM), IEEE, 2014, pp. 1–6.
Soleimani A, Araabi BN, Fouladi K. Deep multitask metric learning for offline signature verification. Pattern Recogn Lett. 2016;80:84–90.
Shekar BH, Pilar B, Sunil KDS. Blockwise binary pattern: a robust and an efficient approach for offline signature verification. The International Archives of Photogrammetry. Remote Sens Spat Inform Sci. 2017;42:227.
Bhattacharya I, Ghosh P, Biswas S. Offline signature verification using pixel matching technique. Proced Technol. 2013;10:970–7.
Kruthi C, Shet D C. Offline signature verification using support vector machine. In: 5th International Conference on Signal and Image Processing, IEEE, 2014, pp. 3–8.
Guerbai Y, Chibani Y, Hadjadji B. The effective use of the one-class SVM classifier for handwritten signature verification based on writer-independent parameters. Pattern Recogn. 2015;48(1):103–13.
Ghosh R, Kumar P, Roy PP. A dempster–shafer theory based classifier combination for online signature recognition and verification systems. Int J Mach Learn Cybern. 2019;10(9):2467–82.
Jagtap AB, Hegadi RS. Feature learning for offline handwritten signature verification using convolution neural network. Int J Technol Hum Interact (IJTHI). 2019;15:54–62.
Bhunia AK, Alaei A, Roy PP. Signature verification approach using fusion of hybrid texture features. Neural Comput Appl. 2019. https://doi.org/10.1007/s00521-019-04220-x.
Dutta A, Pal U, Llados J. Compact correlated features for writer independent signature verification. In: 23Rd international conference on pattern recognition (ICPR), IEEE, 2016, pp. 3422–7.
Jagtap AB, Hegadi RS. Offline handwritten signature recognition based on upper and lower envelope using eigen values. In: World congress on computing and communication technologies (WCCCT), IEEE, 2017, pp. 223–6.
Amruta JB, et al. Verification of genuine and forged offline signatures using Siamese Neural Network (SNN). Multimed Tools Appl. 2020;7947:35109–23.