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Fig 1.

IDD-DETR model structure diagram.

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Fig 2.

Structure of insulator detection transformer.

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Fig 3.

The structure of the SIIM module.

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Fig 4.

The structure of the FCM module.

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Table 1.

Experimental environment configuration.

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Table 1 Expand

Fig 5.

Comparison of three models.

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Table 3.

Comparison of different methods in SFID.

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Fig 6.

The detection results of different methods.

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Table 4.

Results of the UPID dataset.

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Table 2.

Comparison on PSNR and SSIM metrics.

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Table 5.

Influence of each component.

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Table 5 Expand

Table 6.

Comparison of different methods in CPLID dataset.

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