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

Robust Image Steganography Approach Based on Edge Detection Combined With CNN Algorithm

Abstract: Image steganography conceals secret data within a cover image to generate a new image (stego image) in a manner that makes the secret data undetectable. The main problem in image ...
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

A Multimodal Contrastive and Transfer Learning-Based Image Restoration Model for Multiple Adverse Weather Driving Scenes

Abstract: Adverse weather conditions like rain, fog, and snow significantly hinder perception in autonomous driving systems. This paper proposes a multimodal contrastive learning and transfer learning ...
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 ...
Wall Street Journal

For Trump, the Warner Megadeal Talks Are All About CNN

President Trump said CNN should have new owners as its parent company, Warner Bros. Discovery, weighs takeover bids from Netflix and Paramount. Photo: Alex Wong/Getty Images President Trump told ...
IEEE

A Novel Dense-Swish-CNN With Bi-LSTM Framework for Image Deepfake Detection

Abstract: Artificial intelligence (AI) developments have revolutionized technologies and methodologies, particularly for malicious uses, especially since the advent of generative adversarial networks ...
IEEE

A Tree-Guided CNN for Image Super-Resolution

Abstract: Deep convolutional neural networks can extract more accurate structural information via deep architectures to obtain good performance in image super-resolution. However, it is not easy to ...
CNN

New images show an interstellar comet that will soon make its closest approach to Earth

The Hubble Space Telescope and the Jupiter Icy Moons Explorer have captured fresh images of an interstellar comet as the object nears its closest approach to Earth later this month. Comet 3I/ATLAS has ...
IEEE

TBNet: A Chest X-Ray Classifier Supporting Image Segmentation With Self-Attention Mechanism for Secondary Tuberculosis Detection

Several studies have been conducted to develop tuberculosis detection using artificial intelligence-based chest radiographs (CXR). However, CXR images also contain atypical information on pulmonary ...