Search Results for author:
Found 6 papers, 3 papers with code
Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images
Like training in other modalities such as traditional endoscopy, CT, MRI, etc., a WCE training protocol would require an atlas comprising of a large corpora of images that show vivid descriptions of pathologies and abnormalities, ideally observed over a period of time.
Learning More for Free - A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy
The progress in Computer Aided Diagnosis (CADx) of Wireless Capsule Endoscopy (WCE) is thwarted by the lack of data.
Advanced Image Enhancement Method for Distant Vessels and Structures in Capsule Endoscopy
The proposed method (PM) combines two algorithms for the enhancement of darker and brighter areas of capsule endoscopic images, respectively.
Variational Approach for Capsule Video Frame Interpolation
The main objective of the paper is to increase the frame rate to be closer to that of the colonoscopy.
Stochastic Capsule Endoscopy Image Enhancement
In this paper, we consider the problem of enhancing the visibility of detail and shadowed tissue surfaces for capsule endoscopy images.
Y-Net: A deep Convolutional Neural Network for Polyp Detection
To handle this problem, we propose a novel deep learning method Y-Net that consists of two encoder networks with a decoder network.
