The application discloses a kind of concrete apparent bubble defect quantitative
analysis method and
system, it is related to
computer vision technical field, method includes: collecting hardened concrete surface
sample image;Using first semantic segmentation model to
sample image is segmented, obtains concrete area
mask;Hardened concrete surface
sample image is cropped, and the image after
cropping is input to second semantic segmentation model and depth
estimation model, obtains bubble and the segmentation
mask of size reference object and the depth information diagram of concrete area;
Plane fitting is carried out to concrete surface using depth information diagram, and perspective correction is carried out;According to the proportional relationship of the pixel area of corrected size reference object
mask and
real size, or according to the proportional relationship of the real area of concrete area and pixel area, the real world area of bubble is calculated, and the equivalent
diameter of bubble is calculated.The application realizes non-
contact high-precision quantification.