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E3TAM

Normal-only deviation maps for adhesive reflectance

Solution concept

A new adhesive-reflectance texture can depart from normal imagery without necessarily being a material defect. Lighting changes and product novelty need to be presented for review.

Artificial intelligenceresearch-backed conceptraw image / analysis separationnormal-only local score
Information delivered

Add the reflectance-anomaly location and evidence to the hold record without inferring a defect type or adhesive strength. The operator checks lighting and specimen together.

Normal-only deviation maps for adhesive reflectanceILLUSTRATIVE SIMULATION
Normal-only deviation maps for adhesive reflectance
  1. 01 Normal reference
  2. 02 New image
  3. 03 Local comparison
  4. 04 Score threshold
  5. 05 Send for review
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Select the illustrative reference gallery of normal examples only.

Local anomaly score
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Above-threshold area
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Illustrative score threshold
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Scenes are illustrative simulations; they are not customer references or performance guarantees.

Solution approach

Local features of normal examples are compared with the new ROI. Raw evidence, normal reference and a continuous anomaly map appear separately; the score threshold is not a defect class. Keep lighting fixed and retain normal reflectance examples in the reference panel. The local difference map and score gate hold the new sample.

Process steps

  1. 01

    Normal reference

    Select the illustrative reference gallery of normal examples only.

  2. 02

    New image

    Image the new sample under the same lighting and registration conditions.

  3. 03

    Local comparison

    Show local feature deviation as a continuous heatmap.

  4. 04

    Score threshold

    Show the local score and above-threshold area as separate criteria.

  5. 05

    Send for review

    Hold an anomalous example for the operator without inventing a defect type.

Vision system design

Let us assess your application together

We test your sample in our laboratory and report on resolution, optics and lighting selection.

+90 212 275 2280 – 81
Esentepe / İstanbul · İkitelli OSB Laboratory
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