A New Automated Polyp Detection Network MP-FSSD in WCE and Colonoscopy Images Based Fusion Single Shot Multibox Detector and Transfer Learning

A New Automated Polyp Detection Network MP-FSSD in WCE and Colonoscopy Images Based Fusion Single Shot Multibox Detector and Transfer Learning

Small polyp region detection in wireless capsule endoscopy (WCE) images is a challenging task in computer vision owing to two major problems: its variation in terms of shape, texture, and size, and the low illumination in the gastrointestinal tract. This study proposes a multiscale pyramidal fusion...

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Bibliographic Details
Main Authors: Meryem Souaidi, Mohamed El Ansari
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Deep transfer learning
edge pooling
feature maps fusion
image augmentation
polyp
single-shot multibox detector (SSD)
Online Access:https://ieeexplore.ieee.org/document/9765501/

Internet

https://ieeexplore.ieee.org/document/9765501/

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