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ModulesHandwriting forensics

HANDWRITING COMPARISON SOFTWARE

Handwriting comparison
& writer analysis.

Compare handwriting samples, explore candidate writers and measure slant, spacing, baseline and stroke features with forensic handwriting analysis software.

Explore measured writing features, structured visual comparisons and candidate rankings with defined output types.

WRITING FEATURE REVIEWIllustrative writing
Questioned sampleReference sample
Illustrative handwriting overlayTwo synthetic handwriting traces illustrate letterforms, baseline direction and spacing. They are not case evidence or calculated measurements.
Look at the letterforms.

Inspect visible loops, connections and proportions. Consider similarities alongside natural variation.

No score or verdict generated

Select a feature or play the illustration.

4 purpose-specific workflowsEach with a defined purpose and scope
Image-based evidenceJPEG, PNG, TIFF and other supported images
Structured result outputsMeasurements support interpretation

01 / THE QUESTION DETERMINES THE METHOD

What do you need
to examine?

Start with the examination question. Comparing authorship, ranking candidate writers and recording measurements require different inputs and interpretations.

Shortlist candidate writers

Rank two or more known candidates and examine the gap between the nearest and second-nearest.

Explore writer ranking ↗

HOW THE ANALYSIS WORKS

Connect writing features to the question.

Explore the complete walkthrough ↗
EVIDENCE / EXPLAINEDGuided demonstration
WRITING SPECIMEN FEATURE VIEW
Fictional handwritten note used to illustrate feature inspection
Baseline · spacing · stroke detail
Writing structureGeometryLocal detail

Handwriting / IN PRACTICE

Measure the writing. Explore the relationship.

A questioned note and known writing

01 / Prepare writing samples

Use legible writing and appropriate references. A candidate-writer search needs samples from the supplied candidate writers.

RECORDQuestioned writing · reference material
Explore handwriting

Demonstration material · annotations explain the workflow; no case result is calculated.

02 / CAPABILITIES, EXPLAINED

Handwriting analysis.
A clear output.

See what each workflow examines, what it needs and how to interpret the result. Expand a workflow for inputs, features and limitations.

01 / COMMON AUTHORSHIP

Handwriting authorship comparison

Compare a questioned writing sample with a known exemplar using measured writing features and an independent visual review.

What you receive: A score-based likelihood ratio, an evidence table and a plain-language explanation.

Inputs, features & limits
Required evidence

Questioned writing and at least one known writing exemplar.

  • Check image quality and whether the material can support comparison.
  • Describe each sample independently before comparing letterforms and spacing.
  • Evaluate competing explanations, including common authorship, disguise, coincidental similarity, reuse and image artifacts.
  • State whether the visual reasoning agrees or disagrees with the measured likelihood ratio.

A likelihood ratio weighs evidence under defined hypotheses; it is not a probability that a person is the author. Strength depends on the reference population used in development. Script-independent processing does not establish equal validation across every language.

JPEG · PNG · WEBP · BMP · TIFF
02 / CANDIDATE RANKING

Which known writer is closest?

Compare an anonymous or questioned sample against writing from several candidate writers.

What you receive: An ordered candidate list and the nearest-versus-second-nearest similarity margin.

Inputs, features & limits
Required evidence

Questioned writing and known samples from at least two candidate writers.

  • Rank candidates by local visible writing-feature similarity.
  • Inspect both the nearest candidate and the second-nearest margin.
  • Use the shortlist to organise subsequent comparisons.

This is a closed-set ranking: it always identifies a nearest candidate, even if the actual author is absent. A small margin warrants caution; the ranking is not an authorship verdict.

JPEG · PNG · WEBP · BMP · TIFF
03 / LINE QUALITY

Simulation indicators, quantified

Screen one handwriting or signature image for visible mechanical features that may warrant closer examination.

What you receive: Raw measurements of tremor, terminals, disconnected components and local stroke-width outliers.

Inputs, features & limits
Required evidence

One questioned writing or signature image.

  • Quantify stroke-path wobble and curvature variation.
  • Inspect blunt versus tapered stroke terminals.
  • Identify disconnected ink components and possible local retouching indicators.

A single-image screening tool, with no reference comparison or genuine/forged verdict. Disconnected ink components do not by themselves prove physical pen lifts. Image quality and processing artifacts can affect the indicators.

JPEG · PNG · TIFF · BMP
04 / OBJECTIVE MEASUREMENTS

Record the writing geometry

Document visible baseline, slant, component dimensions, spacing and stroke width from one writing sample.

What you receive: Per-line measurements, with angles in degrees and dimensions in pixels.

Inputs, features & limits
Required evidence

One handwriting sample image.

  • Measure baseline slope and slant in degrees.
  • Record connected-component height, width, spacing and stroke width in pixels.
  • Assess lines separately where possible; discard unsuitable baseline fits rather than report misleading values.

No DPI is assumed, so pixel measurements are not converted into physical units. Curvature descriptors and dot/diacritic locations are not assessed. No writer-normal range, reference comparison or authenticity verdict is supplied.

JPEG · PNG · TIFF · BMP

03 / TRADITIONAL + ASSISTED EXAMINATION

Less repetitive work.
More room for scrutiny.

Measure writing features, compare reference variation and organise the resulting outputs in one workflow.

Examination taskTraditional examinationWith Admissible assistance
Sample suitabilityInspect source quality, provenance and whether enough comparable writing is available.A structured assessability review supports the same suitability decision; poor material still limits the examination.
Authorship comparisonInspect letterforms, spacing, connections and natural variation, then weigh competing explanations.Add measured likelihood-ratio evidence and a systematic visual evidence table.
Candidate selectionCompare candidate writers individually and organise similarities and differences.Rank candidates and inspect the nearest-versus-second-nearest margin; the actual author may be absent.
Measurements & screeningManually record baseline, slant, dimensions and possible simulation indicators.Quantify visible geometry and line-quality signals, with fit checks and explicit unassessed features.
Time & costPreparation, comparison, measurement, reasoning and reporting require working time.May reduce repetitive measurement and organisation. Input preparation, checking, review and fees also count.
Accuracy & final opinionDepends on evidence quality, comparable material, reference suitability and suitable methods.Provides additional signals, not a guaranteed accuracy increase. Validation limits and conflicting outputs require human assessment.

Traditional examination may already use digital tools. This comparison describes workflow roles, not a claim that manual practice is inferior or that assisted outputs are automatically correct.

TIME & COST / YOUR OWN ESTIMATES

Compare the full effort.

Enter the total working hours you expect for each approach, including preparation, checking, interpretation and reporting. Include additional assisted-workflow fees.

What about accuracy?

Time saved is not evidence of better accuracy. Assess each workflow’s tested population, failure modes and suitability for the actual questioned material.

Planning scenarioIllustrative, editable
Estimated time reduction3 hours
Estimated cost reductionUS$350

Traditional: US$1,200 · Assisted: US$850

Example assumptions only. These are not measured platform savings, quoted fees or a performance guarantee.

04 / A TRACEABLE PROCESS

From a questioned note.
To a documented result.

Preserve the source and make the reasoning traceable. Choose the analysis only after confirming the examination question and input requirements.

01 / PREPARE

Preserve & identify

Retain the source, document provenance and select independently sourced known references.

02 / EXAMINE

Choose the signal

Match the question to authorship comparison, candidate ranking, line quality or objective measurements.

03 / CHALLENGE

Review the result

Inspect the source alongside outputs. Consider conflicts, limitations and alternative explanations.

04 / REPORT

Explain the finding

Document observations, measurements, source links and processing history in the result record.

START WITH THE EVIDENCE YOU HAVE

Find the workflow that fits.

A questioned sample, known exemplars and clear source records are the starting point.

Review the four workflows ↑