Signature Verification

What is signature verification?

Signature verification is the comparison of a signature against a known specimen to judge whether both were made by the same person. Despite decades of digital alternatives it remains embedded in Indian financial operations — on cheques, account opening forms, loan agreements, insurance proposals, claim forms and mandates — because the signature is what a great deal of paperwork is legally built around.

The core problem is that no two genuine signatures are identical. A person’s own signature varies with speed, posture, pen, surface and mood, so the task is never exact comparison; it is deciding whether the observed variation falls inside a genuine writer’s normal range.

Static and dynamic verification

Static, or offline, verification works from an image of a completed signature — scanned from a form or cropped from a cheque. It compares geometric and structural features: proportions, stroke direction and curvature, relative spacing, pen-lift positions and pressure artefacts visible in the ink.

Dynamic, or online, verification captures the act of signing on a digitiser or touchscreen, recording the timing, velocity, acceleration, pressure and pen-up sequence. It is considerably harder to forge because it captures behaviour rather than appearance — but it only exists where signing happened on an instrumented device, which excludes the entire back catalogue of paper documents.

The forgery types being defended against

How it is used operationally

Banks and insurers hold a specimen signature on record and compare each instruction against it. At volume — cheque clearing, bulk mandate processing, claim intake — a person cannot look at every one, so automated comparison produces a similarity score and only a defined band reaches a human verifier.

As with name matching and liveness, the thresholds are a policy choice with real costs on both sides: too strict and genuine cheques are returned and customers are inconvenienced; too loose and forged instructions clear. Sampling outcomes and retuning periodically matters more than the initial setting.

Related terms

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Automate the first pass so reviewers only see the ambiguous cases:

See how these checks are applied in Banks & NBFCs, Insurance Providers.

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