IEEE

AI-Powered Deepfake Detection Using CNN and Vision Transformer Architectures

Abstract: The increasing use of artificial intelligence-generated deepfakes creates major challenges in maintaining digital authenticity. Four AI-based models, consisting of three CNNs and one Vision ...
IEEE

An Enhanced Approach for Defect Detection: Implementing CNN Algorithm and Identifying Catastrophic Forgetting

Abstract: Agriculture is a crucial sector that supports the global economy. With the increase of demands in agriculture, technology that supports this field keep on advancing. This research paper ...
IEEE

Real Time Traffic Management System using Mask R-CNN and Dynamic Scheduling Algorithm

Abstract: Conventional manual, semi automated and timed traffic control systems are being replaced by more effective technology based systems. A low cost, real time, automated system is necessary for ...
IEEE

Sign Language Interpretation to Text: A Real-Time CNN-Based Approach

Abstract: This article introduces a real-time sign language-to-text translator using Convolutional Neural Networks (CNNs) to overcome communication obstacles for the deaf and hearing-impaired ...
IEEE

Facial Recognition for Locating Missing Child Using CNN Algorithm

Abstract: In India, countless children are reported missing every year, with a significant percentage remaining untraced due to challenges in identification and limited resources. This project ...
IEEE

An Improved Gesture Recognition Algorithm Based on the Integration of CNN and Transformer

Abstract: In today's rapidly advancing era of intelligence and digitalization, gesture recognition, as a natural and efficient interaction method, has become an important research direction in the ...
IEEE

Comparative Analysis of Pre-Trained CNN Models for Plant Disease Detection

Abstract: Agriculture serves as a cornerstone for economic development, particularly in countries like Bangladesh, where it contributes significantly to GDP and rural employment. However, plant ...
IEEE

SiamMask-ICDNet: A Hybrid Algorithm of Siamese Neural Network and Mask R-CNN for Island Building Change Detection

Abstract: Timely detection of construction changes on islands is crucial for environmental conservation, resource management, and sustainable development. Current methodologies typically employ ...
IEEE

Gender Abusive Bengali Text Classification using Enhanced CNN-LSTM Model with Bangla BERT Base Preprocessing

Abstract: With the rapid proliferation of social media and online communication platforms, the presence of gender-based abusive language has emerged as a significant issue in the digital sphere.
IEEE

Optimizing CNN for IoT Anomaly Detection in 6G using Ant Lion Optimizer and Slime Mould Algorithm

Abstract: The fast spread of the Internet of Things (IoT) and the approaching deployment of 6G networks have presented hitherto unheard-of possibilities and problems in network security. IoT devices ...
IEEE

Improving generalization of drowsiness classification from facial skin temperature distribution using data preprocessing in CNN

Abstract: The demand for remote biometric technologies to monitor drowsiness levels is expected to increase in the future of autonomous driving. Facial skin is constantly exposed to the outside world ...
IEEE

Multi Channel Fusion Framework for Tomato Leaf Disease Classification Using Modified Cnn Backbones and Preprocessing Aware Input Design

Abstract: This research develops a deep learning system for identifying tomato leaf diseases by combining multiple image processing techniques with advanced neural networks. The approach takes input ...