A tree-dwelling
primate identification method based on
thermal infrared and visible light
image fusion relates to the technical field of target detection, and comprises the following steps: synchronously acquiring a visible light image and a
thermal infrared image in a target
sample plot; performing
image processing on the visible light image and the
thermal infrared image; extracting thermal
infrared features in the thermal
infrared image and biological features in the visible light image; based on the extracted thermal
infrared features and biological features, performing a three-layer matching mechanism of rough matching, static matching and biological constraint; carrying out
image fusion on the visible light image and the thermal
infrared image; carrying out model training and optimization; and outputting a
species identification result. According to the method, adaptive infrared
radiation correction enhancement is carried out on the complex inhabiting environment of the tree-dwelling primates in the high-altitude area, then thermal infrared features and visible light features are fused to carry out cross-
modal feature three-layer matching and modeling, interference of environmental conditions can be effectively eliminated, the recognition precision is improved, and the recognition efficiency is improved. And a key
technical support is provided for
physiological monitoring of the tree-dwelling primates.