The invention discloses a
rockfill material geometric characteristic identification method based on ImageJ-Cellpose. The method comprises the following steps: step 1, inputting a
rockfill material sampling picture into a Cellpose
algorithm; step 2, denoising
processing is performed on the segmented
rockfill material image, and a median filtering method, graying
processing and binarization
processing are adopted to obtain a clear
binary image; step 3, performing segmentation extraction on the rockfill material, performing concave point judgment on the currently extracted contour, performing statistics on the completely segmented rockfill material particles, taking a contour map as a
mask, and extracting a corresponding grey-
scale map; and step 4, selecting measurement elements, automatically measuring and analyzing the particle size and the area of the particles and the length ratio information of the circumscribed
ellipse, and determining the
area ratio to obtain final results of grading and
porosity. The invention belongs to the technical field of rockfill material grading and
porosity detection, and solves the problems that a detection method in the prior art can only detect local information, and model
training needs a large amount of data.