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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Input |
Ground Truth |
Ours |
Ours + KNN |
Aota et al. [2023] |
color_000 | |
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color_001 | |
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color_002 | |
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color_003 | |
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color_004 | |
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color_005 | |
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color_006 | |
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color_007 | |
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color_008 | |
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color_009 | |
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color_010 | |
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color_011 | |
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color_012 | |
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color_013 | |
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color_014 | |
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color_015 | |
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color_016 | |
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color_017 | |
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color_018 | |
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Input |
Ground Truth |
Ours |
Ours + KNN |
Aota et al. [2023] |
cut_000 | |
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cut_001 | |
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cut_002 | |
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cut_014 | |
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cut_015 | |
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cut_016 | |
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Input |
Ground Truth |
Ours |
Ours + KNN |
Aota et al. [2023] |
good_000 | |
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good_001 | |
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good_002 | |
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good_003 | |
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good_004 | |
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good_006 | |
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good_008 | |
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good_023 | |
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good_024 | |
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good_025 | |
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good_026 | |
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good_027 | |
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Input |
Ground Truth |
Ours |
Ours + KNN |
Aota et al. [2023] |
hole_000 | |
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hole_001 | |
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hole_002 | |
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hole_003 | |
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hole_004 | |
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hole_005 | |
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hole_006 | |
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hole_007 | |
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hole_009 | |
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hole_014 | |
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hole_015 | |
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hole_016 | |
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Input |
Ground Truth |
Ours |
Ours + KNN |
Aota et al. [2023] |
metal_contamination_000 | |
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metal_contamination_001 | |
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metal_contamination_002 | |
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metal_contamination_003 | |
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metal_contamination_004 | |
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metal_contamination_006 | |
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metal_contamination_007 | |
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metal_contamination_008 | |
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metal_contamination_009 | |
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metal_contamination_010 | |
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metal_contamination_011 | |
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metal_contamination_012 | |
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metal_contamination_013 | |
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metal_contamination_014 | |
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metal_contamination_015 | |
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metal_contamination_016 | |
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Input |
Ground Truth |
Ours |
Ours + KNN |
Aota et al. [2023] |
thread_000 | |
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thread_001 | |
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thread_002 | |
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thread_016 | |
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thread_017 | |
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thread_018 | |
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