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

Qualitative Results

Dataset:  MVTec AD
Texture Class:  carpet

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: Normal

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

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

Input Ground Truth Ours Ours + KNN Aota et al. [2023]
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metal_contamination_015
metal_contamination_016



Sub-category: Thread

Input Ground Truth Ours Ours + KNN Aota et al. [2023]
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thread_018


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