- An End|to|End Underwater Acoustic Target Recognition Model ...🔍
- Advancing Robust Underwater Acoustic Target Recognition through ...🔍
- The underwater acoustic target timbre perception and recognition ...🔍
- An improved underwater acoustic target recognition method based ...🔍
- Adversarial multi|task underwater acoustic target recognition🔍
- Research on Underwater Acoustic Target Recognition Method ...🔍
- Underwater acoustic target recognition based on sub|band ...🔍
- Advancing robust underwater acoustic target recognition through ...🔍
An End|to|End Underwater Acoustic Target Recognition Model ...
An End-to-End Underwater Acoustic Target Recognition Model ...
We proposed a novel end-to-end underwater acoustic target recognition model, 1DCTN. This model directly used raw time-domain signals as input.
An End-to-End Underwater Acoustic Target Recognition Model ...
PDF | Underwater acoustic target recognition (UATR) is crucial for defense and ocean environment monitoring. Although traditional methods ...
Advancing Robust Underwater Acoustic Target Recognition through ...
The auxiliary task then shares parameters with the recognition task to realize multi-task learning. This paradigm allows the model to ...
The underwater acoustic target timbre perception and recognition ...
In this paper, we summarize the timbre feature extraction mechanism of the auditory system, and propose an end-to-end deep learning model for underwater ...
An improved underwater acoustic target recognition method based ...
Although the ResNet model performs well in this task, it still has limitations and needs improvement to enhance recognition accuracy. In this ...
Adversarial multi-task underwater acoustic target recognition - arXiv
Furthermore, we integrate an adversarial learning mechanism into the multi-task framework to prompt the model to extract representations that ...
Research on Underwater Acoustic Target Recognition Method ...
... model is proposed and applied to the underwater acoustic target recognition task. An experimental study was carried out on the dataset. The experimental ...
Underwater acoustic target recognition based on sub-band ...
Underwater acoustic target recognition (UATR) is an information-processing technique that utilizes active target echoes from sonar, passive target-radiated ...
Advancing robust underwater acoustic target recognition through ...
Its purpose is to automatically recognize different types of underwater targets by analyzing their radiating sound. This technology finds ...
Few-shot learning for joint model in underwater acoustic target ...
In underwater acoustic target recognition, there is a lack of massive high-quality labeled samples to train robust deep neural networks, ...
A Novel Underwater Acoustic Target Recognition Method Based on ...
Underwater acoustic target recognition (UATR) has always been one of the main areas of research in underwater technology. It is commonly applied ...
An Underwater Acoustic Target Recognition Method Based on ...
... model, and some useful information in the data is discarded artificially. In the proposed recognition method, a feature extractor based on ...
A Survey of Underwater Acoustic Target - ProQuest
Experimental results on acoustic datasets collected in Indian Ocean shoals show that the recognition accuracy of this end-to-end deep learning model reaches ...
An End-to-End Underwater Acoustic Target Recognition Model ...
An End-to-End Underwater Acoustic Target Recognition Model Based on One-Dimensional Convolution and Transformer. Kang Yang, Biao Wang, Zide Fang, Banggui Cai.
Deep convolution stack for waveform in underwater acoustic target ...
In underwater acoustic target recognition, target radiated noise collected by hydrophones is used to identify targets. Due to the complexity of ...
Underwater Acoustic Target Recognition Based on Data ... - MDPI
This paper presents a recognition method of an underwater acoustic target by the data augmentation technique and the residual convolutional neural network (CNN ...
A Hierarchical Underwater Acoustic Target Recognition Method ...
Underwater acoustic target recognition (UATR) is one of the essential research directions in the underwater acoustic signal processing field ...
MGFGNet: an automatic underwater acoustic target recognition ...
Underwater acoustic target recognition involves collecting target radiated noise using hydrophones, analyzing and processing the data to discern target types ( ...
Adversarial multi-task underwater acoustic target recognition
Underwater acoustic target recognition based on passive sonar plays a vital role in the field of marine acoustics (Rajagopal , 1990). The ...
Underwater Noise Target Recognition Based on Sparse Adversarial ...
The sound field cross-correlation compression (SCC) feature is developed to reduce noise and computational redundancy. Starting from an ...