Rongbin Lin
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View article: Explainable hybrid transformer for multi-classification of lung disease using chest X-rays
Explainable hybrid transformer for multi-classification of lung disease using chest X-rays Open
Lung disease is an infection that causes chronic inflammation of the human lung cells, which is one of the major causes of death around the world. Thoracic X-ray medical image is a well-known cheap screening approach used for lung disease …
View article: Sound Speed Inversion Based on Multi-Source Ocean Remote Sensing Observations and Machine Learning
Sound Speed Inversion Based on Multi-Source Ocean Remote Sensing Observations and Machine Learning Open
Ocean sound speed is important for underwater acoustic applications, such as communications, navigation and localization, where the assumption of uniformly distributed sound speed profiles (SSPs) is generally used and greatly degrades the …
View article: Neural-Network-Based Equalization and Detection for Underwater Acoustic Orthogonal Frequency Division Multiplexing Communications: A Low-Complexity Approach
Neural-Network-Based Equalization and Detection for Underwater Acoustic Orthogonal Frequency Division Multiplexing Communications: A Low-Complexity Approach Open
The performance of the underwater acoustic (UWA) orthogonal frequency division multiplexing (OFDM) system is often restrained by time-varying channels with large delays. The existing frequency domain equalizers do not work well because of …
View article: Data augmentation and deep neural network classification based on ship radiated noise
Data augmentation and deep neural network classification based on ship radiated noise Open
Introduction Various types of ships sail at sea, and identifying maritime ship types through shipradiated noise is one of the tasks of ocean observation. The ocean environment is complex and changeable, such rapid environmental changes und…