Patent ID: 11905818
Assignee: HALLIBURTON ENERGY SERVICES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC E  G | IPC E  G

Claim 16:
17. One or more non-transitory computer-readable media comprising program code for inspecting tubular integrity, the program code to:
initiate measurements of multiple nested tubulars with an electromagnetic pipe inspection tool conveyed inside an innermost tubular of the multiple nested tubulars;
perform an inversion on the measurements for a tubular integrity property of each individual tubular of the multiple nested tubulars to provide inverted tubular integrity properties;
arrange the inverted tubular integrity property into an inverted image representative of an estimated tubular integrity property of each individual tubular; and
feed the inverted image to a pre-trained DNN to produce a corrected image,
wherein the DNN comprises at least one convolutional layer, and
wherein the corrected image comprises a representation of a corrected tubular integrity property of each individual tubular of the multiple nested tubulars.