Enhanced CNN-Based Gaze Estimation on Wireless Capsule Endoscopy Images

Panagiota Gatoula,George Dimas,Dimitris K. Iakovidis,Anastasios Koulaouzidis

2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS)（2021）

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摘要

Wireless capsule endoscopy (WCE) is a modality used for the non-invasive examination of the gastrointestinal (GI) tract. Physicians diagnose pathologies in images derived from Capsule Endoscopy (CE) using specific gaze patterns to observe pathologically related visual cues. Lately, deep learning has advanced in the domain of human eye-fixation estimation in natural images. However, the potentials ...

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关键词

Wireless communication,Training,Visualization,Pathology,Endoscopes,Estimation,Medical services

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