APPARATUS AND METHOD FOR IMPROVING PERFORMANCE OF SUPER RESOLUTION FOR PREVIOUSLY UNSEEN IMAGES

Described is an apparatus (500) for training an image cleaning model, the apparatus (500) comprising one or more processors (501) configured to: receive a first clean low resolution image (102); stochastically corrupt the first clean tow resolution image (102) to generate a corrupted tow resolution...

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Bibliographische Detailangaben
Hauptverfasser:	FILIPPOV, Alexander Nikolaevich, ROMERO, VERGARA Andres Felipe, VAN, GOOL Luc, TIMOFTE, Radu
Format:	Patent
Sprache:	eng ; fre ; ger
Schlagworte:	CALCULATING COMPUTING COUNTING IMAGE DATA PROCESSING OR GENERATION, IN GENERAL PHYSICS
Online-Zugang:	Volltext bestellen
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Beschreibung
Zusammenfassung:	Described is an apparatus (500) for training an image cleaning model, the apparatus (500) comprising one or more processors (501) configured to: receive a first clean low resolution image (102); stochastically corrupt the first clean tow resolution image (102) to generate a corrupted tow resolution image (103); clean the corrupted low resolution image (103) to generate a second clean tow resolution image (105); compare the first clean tow resolution image (102) with the second clean tow resolution image (105); and adapt the image cleaning mode) in dependence on the comparison between the first clean tow resolution image (102) and the second clean tow resolution image (105). By stochastically corrupting the first clean tow resolution image (102), the image cleaning model may be able to team how to clean corrupted tow resolution image (103).