Research on Subway Pedestrian Detection Algorithm Based on Big Data Cleaning Technology

Table 3

Datasets and models corresponding to different image processing.

Pedestrian image processing	Dataset	Model
The original image	Dataset I	Model I
Deblurring	Dataset II	Model II
Illumination correction	Dataset III	Model III
Deblurring+ illumination correction	Dataset IV	Model IV
Illumination correction + deblurring	Dataset V	Model V