Endoscopy video summarization based on unsupervised learning and feature discrimination
MMB Ismail, O Bchir, AZ Emam - 2013 Visual Communications …, 2013 - ieeexplore.ieee.org
We propose a novel endoscopy video summarization approach based on unsupervised
learning and feature discrimination. The proposed learning approach partitions the …
learning and feature discrimination. The proposed learning approach partitions the …
Graph convolutional neural network for weakly supervised abnormality localization in long capsule endoscopy videos
Temporal abnormality localization in long Wireless Capsule Endoscopy (WCE) videos is an
important problem. The cost of obtaining frame level label for long WCE videos is prohibitive …
important problem. The cost of obtaining frame level label for long WCE videos is prohibitive …
Adaptive features extraction for Capsule Endoscopy (CE) video summarization
AZ Emam, YA Ali, MMB Ismail - International Conference on …, 2015 - ieeexplore.ieee.org
Capsule Endoscopy (CE) is considered an established tool for the exploration and
investigation of the small intestine. There are a large number of different capsules which …
investigation of the small intestine. There are a large number of different capsules which …
Lesion2Vec: Deep meta learning for few-shot lesion recognition in capsule endoscopy video
Effective and rapid detection of lesions in the Gastrointestinal (GI) tract plays a critical role in
how fast gastroenterologist can respond to life-threatening diseases. Capsule Endoscopy …
how fast gastroenterologist can respond to life-threatening diseases. Capsule Endoscopy …
Lesion2Vec: Deep metric learning for few-shot multiple lesions recognition in wireless capsule endoscopy video
S Adewole, P Fernandez, M Yeghyayan… - arXiv preprint arXiv …, 2021 - arxiv.org
Effective and rapid detection of lesions in the Gastrointestinal tract is critical to
gastroenterologist's response to some life-threatening diseases. Wireless Capsule …
gastroenterologist's response to some life-threatening diseases. Wireless Capsule …
Empirical comparison of visual descriptors for multiple bleeding spots recognition in wireless capsule endoscopy video
S Alotaibi, S Qasim, O Bchir, MM Ben Ismail - Computer Analysis of Images …, 2013 - Springer
Abstract Wireless Capsule Endoscopy (WCE) is the latest technology able to screen
intestinal anomalies at early stage. Although its convenience to the patient and its …
intestinal anomalies at early stage. Although its convenience to the patient and its …
Graph Convolution Neural Network For Weakly Supervised Abnormality Localization In Long Capsule Endoscopy Videos
S Adewole, P Fernandes, J Jablonski… - arXiv preprint arXiv …, 2021 - arxiv.org
Temporal activity localization in long videos is an important problem. The cost of obtaining
frame level label for long Wireless Capsule Endoscopy (WCE) videos is prohibitive. In this …
frame level label for long Wireless Capsule Endoscopy (WCE) videos is prohibitive. In this …
[PDF][PDF] Lesion2vec: Deep metric learning for few shots multiple abnormality recognition in wireless capsule endoscopy video
S Adewole, P Fernandez, M Yeghyayan… - … Computer Vision and …, 2021 - researchgate.net
Effective and rapid detection of lesions in the Gastrointestinal tract is critical to how promptly
gastroenterologist can respond to some life-threatening diseases. Wireless Capsule …
gastroenterologist can respond to some life-threatening diseases. Wireless Capsule …
Endoscopy video summarisation using novel relational motion histogram descriptor and semi-supervised clustering
MM Ben Ismail, O Bchir - Journal of Experimental & Theoretical …, 2016 - Taylor & Francis
In this paper, we propose a novel system for capsule endoscopy (CE) summarisation that
has two main components. The first component consists of the Semi-Supervised Clustering …
has two main components. The first component consists of the Semi-Supervised Clustering …
A proposal based on color descriptors and local binary patterns histogram as support tool in presumptive diagnosis of hiatus hernia
L Serpa-Andrade, V Robles-Bykbaev… - … Autumn Meeting on …, 2014 - ieeexplore.ieee.org
According to the World Health Organization (WHO), as of 2012 esophageal cancer is the
eighth-most common cancer globally with 456,000 new cases during the year. One of the …
eighth-most common cancer globally with 456,000 new cases during the year. One of the …