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

Qualitative Results

Dataset:  MVTec AD
Texture Class:  leather

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: Color

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

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

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

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: Poke

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