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SM-DTW: Stability Modulated Dynamic Time Warping for signature verification
Building upon findings in computational model of handwriting learning and execution, we introduce the concept of stability to explain the difference between the actual movements performed during multiple execution of the subject's signature, and conjecture that the most stable parts of the signature should play a paramount role in evaluating the similarity between a questioned signature and the reference ones during signature verification.
Temporal evolution in synthetic handwriting
New methods for generating synthetic handwriting images for biometric applications have recently been developed.
I Can't Believe It's Not Better: In-air Movement For Alzheimer Handwriting Synthetic Generation
Lately, more works are directed towards guided data synthetic generation, a generation that uses the domain and data knowledge to generate realistic data that can be useful to train deep learning models.
A Few Shot Multi-Representation Approach for N-gram Spotting in Historical Manuscripts
Despite recent advances in automatic text recognition, the performance remains moderate when it comes to historical manuscripts.
