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An underwater target recognition method based on improved ...


An underwater target recognition method based on improved ...

In order to improve the accuracy of marine target detection, the image enhancement and improved YOLOv4 algorithm are used to identify marine organisms. Firstly, ...

An underwater target recognition method based on improved ...

In order to improve the accuracy of marine target detection, the image enhancement and improved YOLOv4 algorithm are used to identify marine organisms.

The research of underwater target recognition method based on ...

... methods for all situations, which shows that the deep learning algorithms can effectively improve the underwater target recognition effect. Published in ...

An improved underwater acoustic target recognition method based ...

Abstract. Underwater Acoustic Target Recognition (UATR) is a relatively cutting-edge topic in underwater acoustic research, and ship radiated ...

An Underwater Acoustic Target Recognition Method Based on ...

Transfer learning has found extensive application in diverse domains of pattern recognition, including image processing and signal analysis.That can improve the ...

Underwater target detection algorithm based on improved YOLOv4 ...

In this paper, we presented an algorithm for underwater target detection based on improved You Only Look Once (YOLO) v4 in response to the underwater ...

Underwater target recognition algorithm based on improved ...

Underwater target recognition algorithm based on improved convolutional neural network: YOLOV5-Improved, Sheng Wu, Chaolan Zhang, Chao Liu, Yuqiang Jin.

Underwater target detection based on improved YOLOv7 - arXiv

However, conventional underwater target detection methods face several challenges such as inaccurate feature extraction, slow detection speed ...

A Novel Underwater Acoustic Target Recognition Method Based on ...

Compared to traditional manually designed feature extraction methods, adaptive feature extraction based on deep neural networks demonstrates better performance ...

An improved underwater acoustic target recognition method based ...

In this paper, we conduct a thorough analysis of the underwater acoustic target recognition task and propose a method based on the Laplacan operator.

An Underwater Target Recognition Method Based on Tracking ...

The method can take full advantage of all key data during the attacking progress which can improve the recognition and attack accuracy. The final attack ...

Underwater Target Detection Based on Improved YOLOv7 - MDPI

Underwater target detection is a crucial aspect of ocean exploration. However, conventional underwater target detection methods face several ...

Underwater target recognition methods based on the framework of ...

Recently, deep learning has made significant improvements in digital image processing for target recognition and classification, which makes the underwater ...

An Underwater Acoustic Target Recognition Method Based on ...

The experimental results based on the actual ship's radiated noise show that the proposed method has better performance than the traditional ...

Underwater Target Recognition Based on Improved YOLOv4 Neural ...

by combining sparse stereo point clouds with monocular semantic image segmentation. Jia and Liu [. 36. ] designed a rapid detection method for ...

Underwater acoustic target recognition method based on a joint ...

To improve the recognition accuracy of underwater acoustic targets by artificial neural network, this study presents a new recognition ...

An Underwater Fish Individual Recognition Method Based on ...

underwater environments, Wei Long et al. [2] proposed a small target detection method based on improved YoloV4. By using a deep separable convolution module ...

An improved underwater acoustic target recognition method based ...

Download Citation | On Jul 23, 2024, Jiawei Liu and others published An improved underwater acoustic target recognition method based on ResNet model | Find, ...

Underwater target recognition methods based on the framework of ...

A feature-enhanced algorithm for underwater target detection based on YOLOv7 utilizing a triple-attention mechanism to improve the network's feature ...

Lightweight Underwater Target Detection Method based on ...

Conclusion: Our improved algorithm provided an efficient and accurate solution for underwater robot target detection technology. Keywords: ...