IEEE

Improved Hyperspectral Unmixing Algorithm Involving the Multiplicative NMF Concept for Additive Mixing Model Dealing with Spectral Variability

Abstract: Spectral variability frequently presents a significant challenge for the unmixing process when employing the conventional linear mixture model to analyze remote sensing hyperspectral data.
IEEE

Identification of Cervical Cancer using CNN Algorithm

Abstract: Cervical cancer remains one of the leading causes of cancer-related mortality among women globally, particularly in developing regions with limited access to early diagnostic tools.[3] This ...
CNN

Ireland is paying artists a basic income in a pioneering scheme

The Irish government is implementing a pioneering scheme that will give 2,000 artists a basic income for three years, allowing them to focus on their creative output while maintaining an adequate ...
IEEE

Comparative Analysis of Object Detection Algorithms for Bolt Detection: Performance Evaluation of Faster R-CNN, SSD, RetinaNet and YOLOv8n

Abstract: This paper presents a comparative evaluation of four widely used object detection algorithms for bolt detection in robotic vision applications: Faster Region-based Convolutional Neural ...
IEEE

Comparative Analysis of Object Detection Algorithms for Bolt Detection: Performance Evaluation of Faster R-CNN, SSD, RetinaNet and YOLOv8n

With the development of Industry 4.0, there is increasing emphasis on automating assembly tasks traditionally performed manually by skilled workers [1]. These tasks often involve fasteners, such as ...
IEEE

Pattern Recognition Method for Detecting Partial Discharge in Oil-Paper Insulation Equipment Using Optical F-P Sensor Array Based on KAN-CNN Algorithm

Abstract: Ultrasound detection can promptly identify partial discharge (PD) faults inside power transformer by using fiber-optic Fabry-Perot (F-P) array sensors. This paper presents a new design ...
IEEE

An Enhanced Convolutional Neural Network with DropConnect and Ranger Optimizer

Abstract: This paper addresses the limitations of existing convolutional neural network (CNN) models by proposing an advanced CNN algorithm (MCNN-RS) that incorporates Leaky ReLU,Swish activation ...
IEEE

Ranging Error Suppression Algorithm Based on CNN-Transformer-BiLSTM

Abstract: This article proposes a distance measurement error suppression algorithm based on convolutional neural network (CNN)-Transformer-Bidirectional long short ...
IEEE

Multimodal Information Credibility Detection: Hybrid CNN-BiLSTM Model with Attention Mechanism and Firefly Algorithm Optimization

Abstract: In the current digital era, social media has become a central platform for information exchange, yet the rapid and unregulated circulation of content makes it increasingly difficult to ...
IEEE

A Comparative Study of Nabla Tau and SCAR Unlearning Algorithms for CNN-Based Facial Race Classification

Abstract: The proliferation of machine learning (ML) in sensitive domains like facial race classification has created an urgent need for mechanisms to remove data, driven by privacy regulations like ...
IEEE

Comparative Analysis of Pre-Trained CNN and Feature Selection Algorithms for Plant Leaf Disease Identification

Abstract: Plant disease identification through leaves is an important aspect of crop health management for achieving the highest productivity. This research work compares the use of pre-trained ...