The invention discloses a
quail egg intelligent detection method and
system based on multi-
source data fusion, and relates to the technical field of
quail egg quality detection. The
quail egg intelligent detection method based on multi-
source data fusion comprises the following steps: acquiring visible light images, near-
infrared images and geometric parameter data of quail eggs, extracting
image texture features and
spectral response features, respectively analyzing image equilibrium indexes and structure transmission indexes, and analyzing geometric morphology indexes in combination with morphological parameters; according to the method, the visible light image, the near-
infrared image and the geometric parameters are fused, the image equilibrium index, the structure
transmission index and the geometric morphology index are extracted, the comprehensive state index is constructed, and the quality grade of the quail eggs to be detected is determined. The quail egg quality can be comprehensively evaluated from multiple dimensions such as appearance,
light transmission and form, internal abnormal conditions prone to missed judgment in traditional
image detection are effectively recognized, and the accuracy degree of quality grade judgment and the stability degree of an overall detection result are improved.