Patent ID: 11910080
Assignee: CANON KABUSHIKI KAISHA
Field: Audio-visual technology (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 14:
15. A learning device comprising:
at least one processor or circuit configured to function as a learning unit configured to:
(i) input, to a model-to-be-learned, image data (i.a) that is acquired from a solid-state image pickup device including known pixels that emit pixel signals having noise superimposed thereon and (i.b) that has not been corrected based on first correction information identifying the pixel signals, emitted from the known pixels, having the noise superimposed thereon,
(ii) detect an error in an output of the model-to-be-learned by using the first correction information identifying the pixel signals, emitted from the known pixels, having the noise superimposed thereon as supervised data for correcting the output of the model-to-be learned,
(iii) update the model-to-be-learned based on the error in the output of the model-to-be learned detected using the first correction information identifying the pixel signals, emitted from the known pixels, having the noise superimposed thereon to thereby generate a learned model.