IEEE

FCTFANet: A Fused CNN-Transformer Feature Aggregator Network for Image Restoration

Abstract: Convolutional neural networks (CNNs) have been foundational in deep learning architectures for image processing, and recently, Transformer networks have emerged, bringing further ...
IEEE

Hybrid CNN and Transformer-Based Sequential Learning Techniques for Plant Disease Classification

Abstract: Plant diseases have important consequences for livelihoods and economies, both on local and global scales, whereby the spread of plant pathogens can lead to high levels of damage to ...
IEEE

Multi-Scale CNN Architectures for Enhanced Feature Extraction in Image Sentiment Analysis

Abstract: Imagery sentiment analysis is a complex task, the aim of which is the interpretation of both local and global visual signs in order to correctly classify the emotions ordered by the image.
IEEE

Efficient Classification of Photovoltaic Module Defects in Infrared Images

Abstract: Photovoltaic (PV) modules are crucial components in solar power generation, where their efficiency and safety can be compromised by various defects. Infrared images of PV modules can be used ...
IEEE

Evolutionary Neural Architecture Search for Remote Sensing Image Classification

Abstract: Remote sensing scene classification is a vital task in remote sensing image analysis with significant application potential. In recent years, convolutional neural network (CNN)-based methods ...
IEEE

Hybrid CNN-Based Transfer Learning Enhances Brain Tumor Classification on MRI Images

Abstract: Brain tumors are among the deadliest diseases worldwide and require early and accurate diagnosis via Magnetic Resonance Imaging (MRI). Deep learning techniques, particularly convolutional ...
CNN

Trump hires new architect for White House ballroom amid clashes over project

President Donald Trump has hired a new architect for the White House ballroom amid disputes between the president and the architect originally contracted to complete the project, several sources have ...
KEYT

Republican Matt Van Epps will win Tennessee special election, averting Democratic upset, CNN projects

(CNN) — Republican Matt Van Epps will win the special US House election for Tennessee’s 7th District, CNN’s Decision Desk projects, preventing an upset but emboldening Democrats as they were on track ...
CNN

James Solomon wins Jersey City mayor’s race, denying Jim McGreevey a political comeback, CNN projects

City councilman James Solomon will become the next mayor of Jersey City after winning Tuesday’s runoff, according to a projection from CNN’s Decision Desk. Solomon’s victory denies a comeback attempt ...