Physics-informed computer vision: A review and perspectives

C Banerjee, K Nguyen, C Fookes, K George - ACM Computing Surveys, 2024 - dl.acm.org
The incorporation of physical information in machine learning frameworks is opening and
transforming many application domains. Here the learning process is augmented through …

Blood vessel segmentation using deep learning architectures for aid diagnosis of diabetic retinopathy

ZA Elaouaber, A Feroui, MEA Lazouni… - Computer Methods in …, 2023 - Taylor & Francis
Diabetes mellitus is a metabolic disorder that causes a variety of vascular issues in the body.
When the condition coexists with other general problems (high blood pressure, obesity …

Attention based parameter estimation and states forecasting of COVID-19 pandemic using modified SIQRD Model

JI Khan, F Ullah, S Lee - Chaos, Solitons & Fractals, 2022 - Elsevier
In this work, we propose a new mathematical modeling of the spread of COVID-19 infection
in an arbitrary population, by modifying the SIQRD model as m-SIQRD model, while taking …

Forensic Facial Reconstruction from Sketch in Crime Investigation.

DM Mohammed, M Elgendy… - International Journal of …, 2024 - search.ebscohost.com
Many crimes are committed every day all over the world, and one of them is a criminal
offense that includes a wide range of illegal acts such as murder, theft, assault, rape …

Attention-effective multiple instance learning on weakly stem cell colony segmentation

N Yudistira, MS Kavitha, J Rajan, T Kurita - Intelligent Systems with …, 2023 - Elsevier
The detection of induced pluripotent stem cell (iPSC) colonies often needs the precise
extraction of the colony features. However, existing computerized systems relied on …

Predicting Pneumothorax Progression: a Methodology using Lung Mask Comparison

GO Bondarenko, AS Syryh - 2024 XXVII International …, 2024 - ieeexplore.ieee.org
This paper presents an in-depth examination of an advanced method for the analysis of
medical images, grounded in the comparison and prediction of medical masks. This method …