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

Claim 19:
20. A system comprising:
an electromagnetic pipe inspection tool disposed inside an innermost tubular of multiple nested tubulars;
a pre-trained DNN comprising at least one convolutional layer;
a processor; and
a computer-readable medium having program code executable by the processor to:
initiate measurements of the multiple nested tubulars with the electromagnetic pipe inspection tool conveyed inside the innermost tubular;
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 properties into an inverted image representative of an estimated tubular integrity property of each individual tubular; and
feed the inverted image to the pre-trained DNN to produce a corrected image,
wherein the corrected image comprises a representation of a corrected tubular integrity property of each individual tubular of the multiple nested tubulars.