The invention provides an intelligent
coal gangue sorting and removing method and
system, and relates to the technical field of
coal sorting, and the method comprises the following steps: carrying out the semantic segmentation of an obtained
coal flow image, and obtaining a coal region; calculating a real
hue value of each pixel point in the
image based on the illumination
distribution function, and identifying and marking
coal gangue in the coal flow image through a preset classification model; performing feature
tensor analysis by using the neural
network model, and determining position information of the
coal gangue according to an analysis result; and rejecting the identified
coal gangue from the coal flow by using a coal
gangue rejecting device. According to the method, automatic recognition and removal of the coal
gangue are achieved, manual intervention is reduced, the sorting efficiency is remarkably improved,
feature extraction and position determination are conducted through the neural
network model, accurate removal is conducted through the coal gangue removal device, and
automation and high efficiency of coal sorting are achieved.