IEEE

MFF-DCNet: A Network with Multi-Feature Focus and Depth-wise Cross-stage Transformer for UAV Infrared Small Object Detection

Abstract: The detection of infrared small objects from unmanned aerial vehicles (UAVs) is critical for a wide range of Internet of Things (IoT) applications, including reconnaissance, surveillance, ...
IEEE

Diffusion-Augmented Industrial Anomaly Detection Leveraging Attention-Empowered Multi-CNN Transformer Fusion

Abstract: Deep learning models have demonstrated remarkable performance in anomaly detection tasks, particularly when large datasets with sufficient anomalous samples are available. However, in ...
IEEE

A Dual-Branch CNN for Robust Detection of AI-Generated Facial Forgeries

Abstract: The rapid advancement of generative AI has enabled the creation of highly realistic forged facial images, posing significant threats to AI security, digital media integrity, and public trust ...
IEEE

Automated Face Recognition System Using Convolutional Neural Network

Abstract: The research is devoted to the development of an automated face recognition system based on a convolutional neural network (CNN). The proposed system uses modern methods of image ...
IEEE

Vanillanet-BGA: An Accurate Detection Network for Strip Steel Surface Defects Based on Vanillanet and Feature Fusion Embedded Attention Mechanism

Abstract: The exponential growth of modern industrial production systems, coupled with escalating quality requirements in manufacturing sectors, has stimulated substantial research interest in ...
IEEE

Development and Validation of Feature-Based Machine Learning for ECG Artifact Detection and Classification

Abstract: ECG signals are vital for diagnosing cardiovascular diseases, but artifacts like power line interference, baseline wander, and motion artifacts hinder accurate interpretation. This study ...
IEEE

AlzCNN: A Custom CNN Architecture for Alzheimer’s Stage Detection from MRI Images

Abstract: Alzheimer’s disease (AD) is a slowly advancing neurodegenerative condition which mostly affects brain neuron’s ability to remember and think. This condition causes significant challenges in ...