Artificial intelligence in small bowel capsule endoscopy‐current status, challenges and future promise

X Dray, D Iakovidis, C Houdeville… - Journal of …, 2021 - Wiley Online Library
Neural network‐based solutions are under development to alleviate physicians from the
tedious task of small‐bowel capsule endoscopy reviewing. Computer‐assisted detection is a …

Roadmap on signal processing for next generation measurement systems

DK Iakovidis, M Ooi, YC Kuang… - Measurement …, 2021 - iopscience.iop.org
Signal processing is a fundamental component of almost any sensor-enabled system, with a
wide range of applications across different scientific disciplines. Time series data, images …

Taking measurement in every direction: Implicit scene representation for accurately estimating target dimensions under monocular endoscope

Y Zhou, R Li, Y Dai, G Chen, J Zhang, L Cui… - Computer Methods and …, 2024 - Elsevier
Background and objectives: In endoscopy, measurement of target size can assist medical
diagnosis. However, limited operating space, low image quality, and irregular target shape …

3D reconstruction of the human colon from capsule endoscope video

PA Floor, I Farup, M Pedersen - arXiv preprint arXiv:2407.15228, 2024 - arxiv.org
As the number of people affected by diseases in the gastrointestinal system is ever-
increasing, a higher demand on preventive screening is inevitable. This will significantly …

Methodological Considerations for Assessing Automatic Brightness Control in Endoscopy: Experimental Study

N Ravichandran, P Sreelatha Premkumar… - Sensors, 2023 - mdpi.com
Endoscopy is a critical application that requires adaptable illumination to adjust to varying
imaging conditions. Automatic brightness control (ABC) algorithms ensure optimal …

Co-operative cnn for visual saliency prediction on wce images

G Dimas, A Koulaouzidis… - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
The physician's experience is highly correlated with the content interpretation of medical
images. Over time, physicians develop their ability to examine the images, and this is usually …

[PDF][PDF] 融合五自由度位姿信息的单目内窥镜目标尺寸测量

李睿, 代煜, 张建勋, 夏光明 - 仪器仪表学报, 2023 - emt.cnjournals.com
针对低分辨率, 弱纹理, 缺少参照物的小场景下内窥镜图像目标测量困难问题, 提出了融合5
自由度电磁传感器的单目内窥镜下目标尺寸测量方法. 首先, 分析了基于5 …

A method of fine size measurement for telecentricity-based error compensation

W Li, H Wang, R Tang, Z Jiang, T Li… - Measurement science …, 2021 - iopscience.iop.org
Focusing on the stable magnification, near zero distortion, and wide field of depth (DoF), the
telecentric optical system is well suited for size measurements with a large range of working …

A Single Image Neuro-Geometric Depth Estimation

G Dimas, P Gatoula, DK Iakovidis - International Conference on Advanced …, 2023 - Springer
This paper introduces a novel neuro-geometric methodology for single image object depth
estimation, abbreviated as NGDE. The proposed methodology can be described as a hybrid …

Virtual Grid Mapping for Visual Size Measurements

G Dimas, DK Iakovidis - IEEE Transactions on Instrumentation …, 2023 - ieeexplore.ieee.org
This article proposes a novel, more robust method for single-image visual size
measurements, named virtual grid mapping (VGM). VGM requires just a single image as …