The application discloses a kind of sparse
magnetic field data reconstruction method,
system, equipment and storage medium, is related to
magnetic field imaging and neural network
image processing technical field, including by
data acquisition department obtaining the initial sampling sparse
magnetic field data of target detection area;Initial sampling sparse magnetic
field data is input into sampling strategy department, generates sampling probability distribution graph, according to sampling probability distribution graph, obtains active sampling sparse magnetic
field data;Active sampling sparse magnetic
field data and initial sampling sparse magnetic field data are input into spatial superposition department, obtain final sampling sparse magnetic field data;Final sampling sparse magnetic field data is input into sparse
data reconstruction module, and high-resolution reconstructed magnetic field data is output.The method described in the application is more good in improving sampling efficiency, optimizing reconstruction quality, reducing redundant data, enhancing reconstruction stability.