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. 2025 Jun 24;11:e2921. doi: 10.7717/peerj-cs.2921

Table 8. Pre-processing technologies.

Ref. No. Technologies
R3 Zoom out images; Rotation and crop
R5, R29 Image resize and data labeling
R6 A time-synchronized preprocessing method based on the RGB morphology and radar spectrum differences
R9 Converted to tokens using a Pixel Encoder
R12 Hybrid median filter
R15 Star RGB
R17 Transfer learning
R25 Suppress noise (i.e., data smoothing) using Average Filter, Median Filter, and Butterworth Filter
R28 Generative adversarial networks (GAN)
R35 Compress input video stream
R43 Data augmentation: translation and noise injection
R44 Median filtering
R46 Luminosity method based on gray-scale conversion of the input image