ATTENUATING VISUAL ARTIFACTS OF IMAGE PROCESSING SYSTEMS USING ADVERSARIAL NETWORKS ON-THE-FLY

ATTENUATING VISUAL ARTIFACTS OF IMAGE PROCESSING SYSTEMS USING ADVERSARIAL NETWORKS ON-THE-FLY

An apparatus, method, and a computer readable medium for attenuating visual artifacts in processed images. An annotated dataset of images to be processed by an image processing system is created. An adversarial control network is trained to operate as an image quality expert in classifying images. A...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Kalderon, Avi, Isikdogan, Furkan, Peralta Moreira, Joao, Michael, Gilad, Nayak, Bhavin
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:An apparatus, method, and a computer readable medium for attenuating visual artifacts in processed images. An annotated dataset of images to be processed by an image processing system is created. An adversarial control network is trained to operate as an image quality expert in classifying images. After the adversarial control network has been trained, the adversarial control network is used to supervise the image processing system on-the-fly.