A survey on contemporary computer-aided tumor, polyp, and ulcer detection methods in wireless capsule endoscopy imaging

T Rahim, MA Usman, SY Shin - Computerized Medical Imaging and …, 2020 - Elsevier
Wireless capsule endoscopy (WCE) is a process in which a patient swallows a camera-
embedded pill-shaped device that passes through the gastrointestinal (GI) tract, captures …

Multi-scale completed local binary patterns for ulcer detection in wireless capsule endoscopy images

M Souaidi, AA Abdelouahed, M El Ansari - Multimedia Tools and …, 2019 - Springer
This paper deals with ulcer abnormalities detection of small bowel, from wireless capsule
endoscopy images (WCE). We propose a multi-scale approach based on completed local …

Computer‐aided diagnosis system for ulcer detection in wireless capsule endoscopy images

S Charfi, M El Ansari, I Balasingham - IET Image Processing, 2019 - Wiley Online Library
Wireless capsule endoscopy (WCE) has revolutionised the diagnosis and treatment of
gastrointestinal tract, especially the small intestine which is unreachable by traditional …

Fine-tuned deep neural networks for polyp detection in colonoscopy images

A Ellahyani, IE Jaafari, S Charfi, ME Ansari - Personal and Ubiquitous …, 2023 - Springer
Colorectal cancer is one of the leading causes of cancer death worldwide. It can appear in
different forms depending on its location, and in most cases, these are tumors called polyps …

WCE polyp detection with triplet based embeddings

P Laiz, J Vitrià, H Wenzek, C Malagelada… - … Medical Imaging and …, 2020 - Elsevier
Wireless capsule endoscopy is a medical procedure used to visualize the entire
gastrointestinal tract and to diagnose intestinal conditions, such as polyps or bleeding …

WCE‐DCGAN: A data augmentation method based on wireless capsule endoscopy images for gastrointestinal disease detection

Z Xiao, J Lu, X Wang, N Li, Y Wang… - IET Image …, 2023 - Wiley Online Library
Wireless capsule endoscopy (WCE) is becoming more popular in clinical settings as a safe
and painless gastrointestinal examination. Existing studies on automatic detection of lesions …

A locally based feature descriptor for abnormalities detection

S Charfi, M El Ansari - Soft Computing, 2020 - Springer
Wireless capsule endoscopy (WCE) is a novel imaging technique that can view the entire
small bowel in human body. Therefore, it has been gradually adopted compared with …

New features for wireless capsule endoscopy polyp detection

M Souaidi, S Charfi, AA Abdelouahad… - … on Intelligent Systems …, 2018 - ieeexplore.ieee.org
In this paper we present a new feature descriptor for automatic detection of frames with
polyp in Wireless Capsule Endoscopy (WCE) images. The new approach is based on the …

Traffic sign recognition method for intelligent vehicles

A Ellahyani, M El Ansari, R Lahmyed, A Trémeau - JOSA A, 2018 - opg.optica.org
Traffic sign recognition is one of the main components of intelligent transportation systems
(ITS). It improves safety by informing the driver of the current state of the road, eg, warnings …

Wireless Capsule Endoscopy Video Summarization using Transfer Learning and Random Forests

P Kaur, R Kumar - … Journal of Advanced Computer Science and …, 2023 - search.proquest.com
Abstract Wireless Capsule Endoscopy (WCE) is a diagnostic technique for identifying
gastrointestinal diseases and abnormalities. Gastroenterologists face a considerable …