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IEEE8d
The MNIST Database of Handwritten Digit Images for Machine Learning Research [Best of the Web] - IEEE Xplore
In this issue, “Best of the Web” presents the modified National Institute of Standards and Technology (MNIST) resources, consisting of a collection of handwritten digit images used extensively in ...
IEEE2mon
Generative Artificial Intelligence: Trends and Prospects
Generative artificial intelligence can make powerful artifacts when used at scale, but developing trust in these artifacts and controlling their creation are es ...
IEEE3mon
Underwater Image Enhancement via Wavelet Decomposition Fusion of Advantage Contrast | IEEE Journals & Magazine | IEEE Xplore
Underwater images encounter a range of quality degradation issues caused by the differential scattering and absorption of light in water. To address these challenges, we introduce a WFAC method, a ...
IEEE4mon
Screen-Shooting Robust Watermark Based on Style Transfer and Structural Re-Parameterization | IEEE Journals & Magazine | IEEE Xplore
In real-world applications, screen capturing represents a significant scenario where this process can induce substantial distortion to the original image. Previous methods for simulating ...
IEEE4mon
Concept Neural Network Based on Time-Delay Regret for Dynamic Stream Learning | IEEE Journals & Magazine | IEEE Xplore
Dynamic stream learning, which emphasizes high-velocity, single-pass, real-time responses to arriving data, is revealing new challenges to the standard machine learning paradigm. In particular, ...
IEEE4mon
MulFS-CAP: Multimodal Fusion-Supervised Cross-Modality Alignment Perception for Unregistered Infrared-Visible Image Fusion | IEEE Journals & Magazine | IEEE Xplore
In this study, we propose Multimodal Fusion-supervised Cross-modality Alignment Perception (MulFS-CAP), a novel framework for single-stage fusion of unregistered infrared-visible images. Traditional ...
IEEE5mon
MCTGCL: Mixed CNN–Transformer for Mars Hyperspectral Image Classification With Graph Contrastive Learning | IEEE Journals & Magazine | IEEE Xplore
Hyperspectral image (HSI) classification has been extensively studied in the context of Earth observation. However, its application in Mars exploration remains limited. Although convolutional neural ...
IEEE8mon
Multiscale Attention Networks for Pavement Defect Detection
Pavement defects such as cracks, net cracks, and pit slots can cause potential traffic safety problems. The timely detection and identification play a key role in reducing the harm of various pavement ...
IEEE10mon
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection | IEEE Journals & Magazine | IEEE Xplore
Time series are the primary data type used to record dynamic system measurements and generated in great volume by both physical sensors and online processes (virtual sensors). Time series analytics is ...
IEEE10mon
What will Wi-Fi 8 Be? A Primer on IEEE 802.11bn Ultra High Reliability
What will Wi-Fi 8 be? Driven by the strict requirements of emerging applications, next-generation Wi-Fi is set to prioritize ultra high reliability (UHR) above all. In this article, we explore the ...
IEEE11mon
Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions | IEEE Journals & Magazine | IEEE Xplore
Autonomous driving has achieved significant milestones in research and development over the last two decades. There is increasing interest in the field as the deployment of autonomous vehicles (AVs) ...
IEEE11mon
Deep Clustering: A Comprehensive Survey - IEEE Xplore
Cluster analysis plays an indispensable role in machine learning and data mining. Learning a good data representation is crucial for clustering algorithms. Recently, deep clustering (DC), which can ...