Blar i SIHF Open Archive på forfatter "Pedersen, Marius"
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Advanced Image Enhancement Method for Distant Vessels and Structures in Capsule Endoscopy
Rukundo, Olivier; Pedersen, Marius; Hovde, Øistein (Peer reviewed; Journal article, 2017)This paper proposes an advanced method for contrast enhancement of capsule endoscopic images, with the main objective to obtain sufficient information about the vessels and structures in more distant (or darker) parts of ... -
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data
Mohammed, Ahmed Kedir; Farup, Ivar; Pedersen, Marius; Yildirim Yayilgan, Sule; Hovde, Øistein (Peer reviewed; Journal article, 2020)We propose a novel pathology-sensitive deep learning model (PS-DeVCEM) for frame-level anomaly detection and multi-label classification of different colon diseases in video capsule endoscopy (VCE) data. Our proposed model ...