FIAS3: Frame Importance-assisted Sparse Subset Selection to Summarize Wireless Capsule Endoscopy Videos

Wireless capsule endoscopy (WCE) is a recently developed tool that allows for the painless and non-invasive examination of the entire gastrointestinal (GI) tract. The microcamera captures a large number of redundant frames for each WCE examination such that a video summarization technique is needed...

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Veröffentlicht in:	IEEE access 2023-01, Vol.11, p.1-1
Hauptverfasser:	Xie, Weijie, Chen, Zefeiyun, Li, Qingyuan, Ma, Qingfei, Wang, Yusi, Liu, Tianbao, Fang, Yuxin, Zhao, Zhanpeng, Liu, Side, Yang, Wei
Format:	Artikel
Sprache:	eng
Schlagworte:	Compression ratio Computer-aided diagnosis Datasets Deep learning Endoscopy Feature extraction Frames (data processing) Gastroenterology Keyframe extraction Lesions Motion segmentation Redundancy Sparse matrices Video data Video summarization Videos Wireless capsule endoscopy (WCE) Wireless communication
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