Fusion calculation imaging method of dual-camera compression measurement cooperative tensor representation

The invention discloses a fusion calculation imaging method of dual-camera compression measurement cooperative tensor representation, wherein the method comprises the steps: establishing a dual-optical-path compression measurement device, wherein one path is a coded aperture snapshot spectrum measurement device, and the other path is a panchromatic camera measurement device; constructing a forwardcompression sampling process through a compression coding aperture generated by a Bernoulli random matrix, offset caused by a dispersion prism and spectral response of a camera; carrying out third-order tensor representation on the two paths of measurement information, and establishing a dual-camera compression measurement cooperative tensor representation regularization model by integrating anisotropy weighted space-spectrum total variation prior constraints; and carrying out model iterative optimization solution by adopting an alternating direction multiplier method. According to the method, the tensor representati