Papers Handwriting Verification
“Handwriting Verification” 태그가 달린 논문 7편 · 필터 해제
Capturing More: Learning Multi-Domain Representations for Robust Online Handwriting Verification
In this paper, we propose SPECTRUM, a temporal-frequency synergistic model that unlocks the untapped potential of multi-domain representation learning for online handwriting verification (OHV). SPECTRUM comprises three c…
Handwriting VerificationRepresentation LearningSelf-Supervised Learning Based Handwriting Verification
We present SSL-HV: Self-Supervised Learning approaches applied to the task of Handwriting Verification. This task involves determining whether a given pair of handwritten images originate from the same or different write…
Handwriting VerificationSelf-Supervised LearningMSDS: A Large-Scale Chinese Signature and Token Digit String Dataset for Handwriting Verification
Although online handwriting verification has made great progress recently, the verification performances are still far behind the real usage owing to the small scale of the datasets as well as the limited biometric mediu…
Handwriting VerificationAttention based Writer Independent Handwriting Verification
The task of writer verification is to provide a likelihood score for whether the queried and known handwritten image samples belong to the same writer or not. Such a task calls for the neural network to make it's outcome…
Handwriting VerificationExplanation based Handwriting Verification
Deep learning system have drawback that their output is not accompanied with ex-planation. In a domain such as forensic handwriting verification it is essential to provideexplanation to jurors. The goal of handwriting ve…
Explainable Artificial Intelligence (XAI)Face VerificationHandwriting VerificationHybrid Feature Learning for Handwriting Verification
We propose an effective Hybrid Deep Learning (HDL) architecture for the task of determining the probability that a questioned handwritten word has been written by a known writer. HDL is an amalgamation of Auto-Learned Fe…
Handwriting VerificationSigNet: Convolutional Siamese Network for Writer Independent Offline Signature Verification
Offline signature verification is one of the most challenging tasks in biometrics and document forensics. Unlike other verification problems, it needs to model minute but critical details between genuine and forged signa…
Handwriting Verification