Exploring Advance Approaches for Drowning Detection: A Review

N Alharbi - Engineering, Technology & Applied Science Research, 2024 - etasr.com
This research mainly explores the existing drowning detection methodologies, focusing
primarily on the roles carried out by Machine Learning (ML) and Deep Learning (DL) …

[HTML][HTML] Investigating Training Datasets of Real and Synthetic Images for Outdoor Swimmer Localisation with YOLO

M Khan Mohammadi, T Schneidereit… - AI, 2024 - mdpi.com
In this study, we developed and explored a methodical image augmentation technique for
swimmer localisation in northern German outdoor lake environments. When it comes to …

Detection of phishing addresses and pages with a data set balancing approach by generative adversarial network (GAN) and convolutional neural network (CNN) …

S Jafari, N Aghaee‐Maybodi - Concurrency and Computation …, 2024 - Wiley Online Library
Phishing attacks have a remarkable ability to steal user information by using simple
techniques. Phishing attacks steal valuable information, such as user names and …

Research on Dataset Generation and Monitoring of Generative AI for Drowning Warning System

B Bai, H Yue, L Chen, X Li - IEEE Access, 2024 - ieeexplore.ieee.org
In order to address the scarcity of images in real-world drowning datasets, this research
aims to create an intelligent system that can generate a large number of drowning datasets …

Improved YOLOv7 Fusion Detection Line for Swimming Pool Drowning Detection

B Bai, L Chen, X Li - 2023 IEEE 16th International Conference …, 2023 - ieeexplore.ieee.org
In order to ensure the safety of swimmers, an improved method for preventing drowning in
video surveillance is proposed by integrating a region-based timing detection line into the …

Investigating training datasets of real and synthetic images for swimmer localisation with YOLO

MK Mohammadi, T Schneidereit, AM Yarahmadi… - 2024 - preprints.org
In this paper we develop and explore a methodical pipeline for swimmer localisation in
outdoor environments. The developed framework is intended to be used for enhancing …