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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 ...
IEEE11mon
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 ...
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 ...
IEEE12mon
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 ...
IEEE2mon
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 ...
IEEE5mon
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 ...
IEEE10mon
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 ...
IEEE5mon
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 ...
IEEE2mon
MB-TaylorFormer V2: Improved Multi-Branch Linear Transformer Expanded by Taylor Formula for Image Restoration | IEEE Journals & Magazine | IEEE Xplore
Recently, Transformer networks have demonstrated outstanding performance in the field of image restoration due to the global receptive field and adaptability to input. However, the quadratic ...
IEEE8mon
Federated Large Language Model: Solutions, Challenges and Future Directions | IEEE Journals & Magazine | IEEE Xplore
Large language models (LLMs) have become increasingly popular due to their exceptional performance in various artificial intelligence applications. However, their development often suffers from the ...
IEEE8mon
Unsupervised Degradation Representation Learning for Unpaired Restoration of Images and Point Clouds | IEEE Journals & Magazine | IEEE Xplore
Restoration tasks in low-level vision aim to restore high-quality (HQ) data from their low-quality (LQ) observations. To circumvents the difficulty of acquiring paired data in real scenarios, unpaired ...