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IEEE1y
Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery | IEEE Journals & Magazine | IEEE Xplore
Since higher-order tensors are naturally suitable for representing multi-dimensional data in real-world, e.g., color images and videos, low-rank tensor representation has become one of the emerging ...
IEEELíon na míonna: 11
EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification | IEEE Journals & Magazine | IEEE Xplore
Motorimagery EEG classification plays a crucial role in non-invasive Brain-Computer Interface (BCI) research. However, the performance of classification is affected by the non-stationarity and ...
IEEE1y
DiffWater: Underwater Image Enhancement Based on Conditional Denoising Diffusion Probabilistic Model | IEEE Journals & Magazine | IEEE Xplore
Underwater imaging is often affected by light attenuation and scattering in water, leading to degraded visual quality, such as color distortion, reduced contrast, and noise. Existing underwater image ...
IEEELíon na míonna: 2
HSI-MFormer: Integrating Mamba and Transformer Experts for Hyperspectral Image Classification | IEEE Journals & Magazine | IEEE Xplore
Hyperspectral image (HSI) classification is fundamental to numerous remote sensing applications, enabling detailed analysis of material properties and environmental conditions. Recent Mamba built upon ...
IEEE1y
DEA-Net: Single Image Dehazing Based on Detail-Enhanced Convolution and Content-Guided Attention - IEEE Xplore
Single image dehazing is a challenging ill-posed problem which estimates latent haze-free images from observed hazy images. Some existing deep learning based methods are devoted to improving the model ...
IEEELíon na míonna: 12
Switch-SLAM: Switching-Based LiDAR-Inertial-Visual SLAM for Degenerate Environments | IEEE Journals & Magazine | IEEE Xplore
This letter presents Switch-SLAM, switching-based LiDAR-inertial-visual SLAM for degenerate environments, designed to tackle the challenges in degenerate environments for LiDAR and visual SLAM. Switch ...
IEEE1y
Quantum Computing: Circuits, Algorithms, and Applications
Quantum computing, a transformative field that emerged from quantum mechanics and computer science, has gained immense attention for its potential to revolutionize computation. This paper aims to ...
IEEELíon na míonna: 5
Hyperspectral Image Classification via Cascaded Spatial Cross-Attention Network | IEEE Journals & Magazine | IEEE Xplore
In hyperspectral images (HSIs), different land cover (LC) classes have distinct reflective characteristics at various wavelengths. Therefore, relying on only a few bands to distinguish all LC classes ...
IEEE1y
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends
In today’s digital age, Convolutional Neural Networks (CNNs), a subset of Deep Learning (DL), are widely used for various computer vision tasks such as image classification, object detection, and ...
IEEE19y
Simultaneous localization and mapping: part I - IEEE Xplore
This paper describes the simultaneous localization and mapping (SLAM) problem and the essential methods for solving the SLAM problem and summarizes key implementations and demonstrations of the method ...
IEEELíon na míonna: 10
Large Language Model Enhanced Multi-Agent Systems for 6G Communications | IEEE Journals & Magazine | IEEE Xplore
The rapid development of the large language model (LLM) presents huge opportunities for 6G communications – for example, network optimization and management – by allowing users to input task ...
IEEELíon na míonna: 5
Global–Local Fusion With Semantic Information Guidance for Accurate Small Object Detection in UAV Aerial Images | IEEE Journals & Magazine | IEEE Xplore
In recent years, the rapid development of the unmanned aerial vehicle (UAV) technology has generated a large number of aerial photography images captured by UAV. Consequently, the object detection in ...