EndoL2H: Deep Super-Resolution for Capsule Endoscopy

Although wireless capsule endoscopy is the preferred modality for diagnosis and assessment of small bowel diseases, the poor camera resolution is a substantial limitation for both subjective and automated diagnostics. Enhanced-resolution endoscopy has shown to improve adenoma detection rate for conv...

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Veröffentlicht in:	IEEE transactions on medical imaging 2020-12, Vol.39 (12), p.4297-4309
Hauptverfasser:	Almalioglu, Yasin, Bengisu Ozyoruk, Kutsev, Gokce, Abdulkadir, Incetan, Kagan, Irem Gokceler, Guliz, Ali Simsek, Muhammed, Ararat, Kivanc, Chen, Richard J., Durr, Nicholas J., Mahmood, Faisal, Turan, Mehmet
Format:	Artikel
Sprache:	eng
Schlagworte:	Adenoma Cameras Capsule endoscopy Computer applications conditional generative adversarial network Degradation Diagnosis Endoscopes Endoscopy Generative adversarial networks Generators Image resolution Networks Small intestine spatial attention network Spatial resolution super-resolution
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