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Metric meta-learning and intrinsic Riemannian embedding for writer independent offline signature verification
Offline signature verification necessitates the involvement of machine learning visual
recognition techniques. Efficient signature e-verifiers in machine learning and data analysis …
recognition techniques. Efficient signature e-verifiers in machine learning and data analysis …
SigmML: metric meta-learning for writer independent offline signature verification in the space of SPD matrices
The handwritten signature has been identified as one of the most popular biometric means
of human consent and/or presence for transactions held by any number of physical or legal …
of human consent and/or presence for transactions held by any number of physical or legal …
DetailSemNet: Elevating Signature Verification Through Detail-Semantic Integration
Offline signature verification (OSV) is a frequently utilized technology in forensics. This paper
proposes a new model, DetailSemNet, for OSV. Unlike previous methods that rely on holistic …
proposes a new model, DetailSemNet, for OSV. Unlike previous methods that rely on holistic …
Exploring offline signature verification techniques: a survey based on methods and future directions
One of the frequently used techniques of verifying a user as a legitimate or validated user is
through signatures verification. Signature Verification could be achieved either through …
through signatures verification. Signature Verification could be achieved either through …
Offline signature verification based on feature disentangling aided variational autoencoder
Offline handwritten signature verification systems are used to verify the identity of
individuals, through recognizing their handwritten signature image as genuine signatures or …
individuals, through recognizing their handwritten signature image as genuine signatures or …
Signature authenticity verification using a Cross-Path Four-Stream Network for preventing disguising frauds
An increasing number of disguising frauds are resorting to forged signatures. This poses
significant challenges and threats to both business operations and personal privacy. The …
significant challenges and threats to both business operations and personal privacy. The …
Multi-Task Interaction Network Based on a Cross-Attention Fusion Mechanism for Offline Signature Verification
H Meng, X Lin, K Ubul, A Aysa - International Conference on Pattern …, 2025 - Springer
Offline handwritten signature verification has been a challenging pattern recognition
problem due to high intra-writer variability and inter-class similarity. In this paper, we …
problem due to high intra-writer variability and inter-class similarity. In this paper, we …