GAN review: Models and medical image fusion applications

Information Fusion, Год журнала: 2022, Номер 91, С. 134 - 148

Опубликована: Окт. 20, 2022

Язык: Английский

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AI meets UAVs: A survey on AI empowered UAV perception systems for precision agriculture

Neurocomputing, Год журнала: 2022, Номер 518, С. 242 - 270

Опубликована: Ноя. 11, 2022

Язык: Английский

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AGGN: Attention-based glioma grading network with multi-scale feature extraction and multi-modal information fusion

Computers in Biology and Medicine, Год журнала: 2022, Номер 152, С. 106457 - 106457

Опубликована: Дек. 21, 2022

Язык: Английский

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Accurate iris segmentation and recognition using an end-to-end unified framework based on MADNet and DSANet

Neurocomputing, Год журнала: 2022, Номер 517, С. 264 - 278

Опубликована: Окт. 29, 2022

Язык: Английский

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Deep neural networks in the cloud: Review, applications, challenges and research directions

Neurocomputing, Год журнала: 2023, Номер 545, С. 126327 - 126327

Опубликована: Май 15, 2023

Deep neural networks (DNNs) are currently being deployed as machine learning technology in a wide range of important real-world applications. DNNs consist huge number parameters that require millions floating-point operations (FLOPs) to be executed both and prediction modes. A more effective method is implement cloud computing system equipped with centralized servers data storage sub-systems high-speed high-performance capabilities. This paper presents an up-to-date survey on current state-of-the-art for computing. Various DNN complexities associated different architectures presented discussed alongside the necessities using We also present extensive overview platforms deployment discuss them detail. Moreover, applications already systems reviewed demonstrate advantages DNNs. The emphasizes challenges deploying provides guidance enhancing new deployments.

Язык: Английский

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Automated detection and forecasting of COVID-19 using deep learning techniques: A review

Neurocomputing, Год журнала: 2024, Номер 577, С. 127317 - 127317

Опубликована: Янв. 26, 2024

Язык: Английский

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A lightweight surface defect detection framework combined with dual-domain attention mechanism

Expert Systems with Applications, Год журнала: 2023, Номер 238, С. 121726 - 121726

Опубликована: Сен. 28, 2023

Язык: Английский

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AA-WGAN: Attention augmented Wasserstein generative adversarial network with application to fundus retinal vessel segmentation

Computers in Biology and Medicine, Год журнала: 2023, Номер 158, С. 106874 - 106874

Опубликована: Март 30, 2023

Язык: Английский

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Bearing fault diagnosis via fusing small samples and training multi-state Siamese neural networks

Neurocomputing, Год журнала: 2024, Номер 576, С. 127355 - 127355

Опубликована: Янв. 30, 2024

Язык: Английский

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Class-aware sample reweighting optimal transport for multi-source domain adaptation

Neurocomputing, Год журнала: 2022, Номер 523, С. 213 - 223

Опубликована: Дек. 23, 2022

Язык: Английский

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