High-Fidelity Zero-Shot Texture Anomaly Localization Using Feature Correspondence Analysis

Qualitative Results

Dataset:  MVTec AD
Texture Class:  tile

All maps are shown at identical size, with boundaries removed as described in the paper. Click on an image to see the original resolution and extent.

Sub-categories

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Sub-category: Crack

Input Ground Truth Ours Ours + KNN Aota et al. [2023]
crack_000
crack_001
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Sub-category: Glue Strip

Input Ground Truth Ours Ours + KNN Aota et al. [2023]
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Sub-category: Normal

Input Ground Truth Ours Ours + KNN Aota et al. [2023]
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Sub-category: Gray Stroke

Input Ground Truth Ours Ours + KNN Aota et al. [2023]
gray_stroke_000
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gray_stroke_005
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Sub-category: Oil

Input Ground Truth Ours Ours + KNN Aota et al. [2023]
oil_000
oil_001
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Sub-category: Rough

Input Ground Truth Ours Ours + KNN Aota et al. [2023]
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rough_001
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