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

Qualitative Results

Dataset:  Aitex
Texture Class:  t_02

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: Broken End

Input Ground Truth Ours Ours + KNN Aota et al. [2023]
d_002_0017_10



Sub-category: Broken Yarn

Input Ground Truth Ours Ours + KNN Aota et al. [2023]
d_006_0010_12
d_006_0011_12
d_006_0012_12
d_006_0013_12
d_006_0014_12
d_006_0015_12
d_006_0016_12



Sub-category: Fuzzyball

Input Ground Truth Ours Ours + KNN Aota et al. [2023]
d_019_0022_10
d_019_0023_08
d_019_0024_04
d_019_0025_10
d_019_0026_04
d_019_0027_07
d_019_0028_14
d_019_0029_11
d_019_0030_02
d_019_0031_13
d_019_0032_12
d_019_0033_13
d_019_0034_13
d_019_0035_06
d_019_0036_11
d_019_0037_06
d_019_0037_07
d_019_0038_07
d_019_0039_11
d_019_0040_12
d_019_0041_06
d_019_0042_09
d_019_0098_15
d_019_0099_08



Sub-category: Crease

Input Ground Truth Ours Ours + KNN Aota et al. [2023]
d_023_0068_14
d_023_0069_14
d_023_0070_14



Sub-category: Nep

Input Ground Truth Ours Ours + KNN Aota et al. [2023]
d_030_0085_10
d_030_0086_10
d_030_0087_10
d_030_0088_10


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