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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Input |
Ground Truth |
Ours |
Ours + KNN |
Aota et al. [2023] |
crack_000 | |
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crack_001 | |
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crack_002 | |
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crack_003 | |
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crack_004 | |
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crack_005 | |
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crack_006 | |
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crack_007 | |
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crack_008 | |
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crack_009 | |
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crack_010 | |
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crack_011 | |
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crack_012 | |
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crack_013 | |
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crack_014 | |
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crack_015 | |
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crack_016 | |
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Input |
Ground Truth |
Ours |
Ours + KNN |
Aota et al. [2023] |
glue_strip_000 | |
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glue_strip_001 | |
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glue_strip_002 | |
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glue_strip_003 | |
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glue_strip_004 | |
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glue_strip_005 | |
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glue_strip_006 | |
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glue_strip_007 | |
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glue_strip_008 | |
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glue_strip_009 | |
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glue_strip_010 | |
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glue_strip_011 | |
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glue_strip_012 | |
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glue_strip_013 | |
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glue_strip_014 | |
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glue_strip_015 | |
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glue_strip_016 | |
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glue_strip_017 | |
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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_005 | |
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good_006 | |
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good_007 | |
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good_008 | |
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good_009 | |
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good_010 | |
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good_011 | |
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good_012 | |
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good_013 | |
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good_014 | |
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good_015 | |
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good_016 | |
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good_017 | |
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good_018 | |
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good_019 | |
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good_020 | |
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good_021 | |
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good_022 | |
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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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good_028 | |
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good_029 | |
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good_030 | |
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good_031 | |
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good_032 | |
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Input |
Ground Truth |
Ours |
Ours + KNN |
Aota et al. [2023] |
gray_stroke_000 | |
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gray_stroke_001 | |
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gray_stroke_002 | |
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gray_stroke_003 | |
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gray_stroke_004 | |
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gray_stroke_005 | |
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gray_stroke_006 | |
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gray_stroke_007 | |
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gray_stroke_008 | |
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gray_stroke_009 | |
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gray_stroke_010 | |
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gray_stroke_011 | |
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gray_stroke_012 | |
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gray_stroke_013 | |
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gray_stroke_014 | |
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gray_stroke_015 | |
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Input |
Ground Truth |
Ours |
Ours + KNN |
Aota et al. [2023] |
oil_000 | |
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oil_001 | |
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oil_002 | |
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oil_003 | |
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oil_004 | |
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oil_005 | |
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oil_006 | |
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oil_007 | |
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oil_008 | |
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oil_009 | |
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oil_010 | |
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oil_011 | |
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oil_012 | |
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oil_013 | |
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oil_014 | |
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oil_015 | |
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oil_016 | |
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oil_017 | |
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Input |
Ground Truth |
Ours |
Ours + KNN |
Aota et al. [2023] |
rough_000 | |
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rough_001 | |
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rough_002 | |
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rough_003 | |
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rough_004 | |
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rough_005 | |
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rough_006 | |
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rough_007 | |
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rough_008 | |
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rough_009 | |
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rough_010 | |
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rough_011 | |
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rough_012 | |
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rough_013 | |
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rough_014 | |
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