The invention discloses a quartzite surface defect detection method,
system and device, and relates to the technical field of
image processing, and the method comprises the following steps: fixing a to-be-detected quartzite on a detection platform, and carrying out preprocessing; constructing a double-path
polarization imaging light path; polarization parameter optimization is carried out based on the
optical anisotropy characteristic of
quartz stone, so that a polarization state difference is generated between a defect area and a normal area; under the condition of polarization parameter optimization, synchronously acquiring a first polarization image and a second polarization image through a double-path
polarization imaging light path; performing polarization difference calculation on the first polarization image and the second polarization image to generate a polarization difference image; and carrying out
contrast enhancement processing on the polarization difference image, identifying a defect area, carrying out defect classification, and outputting a
quartz stone surface defect detection result. By optimizing
polarization imaging parameter configuration and combining
image processing, high-precision detection and intelligent classification of
quartz stone surface defects are achieved, and the
automation level and reliability of detection are improved.