IMAGE PROCESSING DEVICE, COMPUTER READABLE RECORDING MEDIUM, AND METHOD OF PROCESSING IMAGE

IMAGE PROCESSING DEVICE, COMPUTER READABLE RECORDING MEDIUM, AND METHOD OF PROCESSING IMAGE

An image processing device includes a processor including hardware, the processor being configured to: generate a semantic label image by estimating a semantic label for each pixel of an input image by using a discriminator trained in advance; generate a restored image by estimating an original imag...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: HORIGUCHI, Kenji, OHGUSHI, Toshiaki, YAMANAKA, Masao
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Beschreibung
Zusammenfassung:An image processing device includes a processor including hardware, the processor being configured to: generate a semantic label image by estimating a semantic label for each pixel of an input image by using a discriminator trained in advance; generate a restored image by estimating an original image from the semantic label image; calculate a first difference between the input image and the restored image; and update an estimation parameter for estimating the semantic label or an estimation parameter for estimating the original image based on the first difference.