Real-Word Corruptions

We propose sixteen category real-word corruptions and implement them. The real-world corruptions contain three categories, each of which contained five severity levels. The real-world corruptions is described in the following table.

• Camera Damage

Fog (F)

Lens Obstruction (LO)

Focus Motor Damage (FM-D)

CCD Sensor Damage (CCD-D)

CMOS Sensor Damage (CMOS-D)

• Image Signal Processor Damage

Insufficient Black Level Correction (I-BLC)

Excessive Black Level Correction (E-BLC)

Lens Shading Correction Damage (LSC-D)

Automated White Balance Damage (AWB-D)

Bad Pixel Correction Damage (BPC-D)

Colour Filter Array Interpolation Damage (CFAI-D)

Gamma Correction Damage (GC-d)

Colour Space Conversion Damage (CSC-D)

• Board-level Damage

Synchronization Exceptions (SE)

Memory Exceptions (ME)

Transfer Harness Exceptions (THE)