78 citations · 231 across the 9 of their papers we have counts for
4 papers · 1 filter
Underwater Acoustic Target Recognition based on Smoothness-inducing Regularization and Spectrogram-based Data Augmentation
Ji Xu, Yuan Xie, Wenchao Wang
Underwater acoustic target recognition is a challenging task owing to the intricate underwater environments and limited data availability. Insufficient data can hinder the ability…
Adaptive ship-radiated noise recognition with learnable fine-grained wavelet transform
Yuan Xie, Jiawei Ren, Ji Xu
Analyzing the ocean acoustic environment is a tricky task. Background noise and variable channel transmission environment make it complicated to implement accurate ship-radiated no…
Underwater-Art: Expanding Information Perspectives With Text Templates For Underwater Acoustic Target Recognition
Yuan Xie, Jiawei Ren, Ji Xu
Underwater acoustic target recognition is an intractable task due to the complex acoustic source characteristics and sound propagation patterns. Limited by insufficient data and na…
Advancing underwater acoustic target recognition via adaptive data pruning and smoothness-inducing regularization
Yuan Xie, Tianyu Chen, Ji Xu
Underwater acoustic recognition for ship-radiated signals has high practical application value due to the ability to recognize non-line-of-sight targets. However, due to the diffic…