Real|time marine target recognition method of underwater ...

Real-time marine target recognition method of underwater ...

In this article, a target recognition method combining underwater generative adversarial network and improved YOLOv4 is proposed, which is named M-YOLOv4.

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

Therefore, AUV equipped with visual image acquisition equipment is often used for real-time detection in the underwater environment, which has also made auton-.

Vision-based underwater target real-time detection for autonomous ...

When operating in this mode, the AUV cannot determine whether it has photographed the target, so even if the target is encountered in the underwater search ...

Underwater small target detection under YOLOv8-LA model - Nature

In the realm of marine environmental engineering, the swift and accurate detection of underwater targets is of considerable significance.

An End-to-End Underwater Acoustic Target Recognition Model ...

Underwater acoustic target recognition (UATR) is crucial for defense and ocean environment monitoring. Although traditional methods and deep learning ...

Real-Time Detecting Method of Marine Small Object ... - IEEE Xplore

Abstract: Detection and counting small objects using under-water robot draw an appealing attention because of its urgent demands in marine aquaculture.

Real-time underwater target detection for AUV using side scan ...

To overcome the shortcomings of traditional methods for underwater target detection in sonar images, a novel target detection algorithm based on deep ...

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

In ocean remote sensing missions, recognizing an underwater acoustic target ... proposed the design of a real-time and accurate underwater target classifier ...

Real-time marine target recognition method of underwater ... - EBSCO

Real-time marine target recognition method of underwater inspection robot based on computer vision. · Yang, Qing; Zhou, Jili; Meng, Huijuan; Gao, Dexin · In the ...

An Underwater Target Recognition Method Based on Tracking ...

Most of the underwater target recognition method are built on the spectral analysis. The recognition accuracy isn't high in the short attack time which ...

Underwater acoustic target recognition using attention-based deep ...

Underwater acoustic target recognition based on ship-radiated noise is difficult owing to the complex marine environment and the ...

Locating and tracking of underwater sphere target based on active ...

Currently, underwater target detection methods can be broadly classified into two categories: optical detection and acoustic detection. Optical ...

An Underwater Acoustic Target Recognition Method Based on ...

To address this issue, we propose a novel method for underwater acoustic target recognition aimed at extracting the intrinsic frequency ...

Target Detection and Recognition Methods in Underwater - YouTube

See more videos at: https://encyclopedia.pub/video/subject Original video : https://encyclopedia.pub/video/video_detail/413 Nowadays, ...

A Survey of Underwater Acoustic Target - ProQuest

Underwater acoustic target recognition (UATR) technology has been implemented widely in the fields of marine biodiversity detection, marine search and ...

(PDF) Underwater Target Detection Using Deep Learning

The conducted study is helpful in providing a thorough analysis of the underwater target detection algorithms, their feasibility in various ...

Real-time marine target recognition method of underwater ... - OUCI

In the complex marine environment, target recognition is difficult, and the real-time detection has a slow speed. In this article, a target recognition ...

Underwater target detection algorithm based on improved YOLOv4 ...

Underwater target detection is an indispensable part of marine environmental engineering and a fast and accurate method of detecting underwater targets is ...

Underwater Target Recognition Research Articles - R Discovery

The application of underwater acoustic target recognition is extensive, exploration of marine resources, submarine vehicle detection and so on. However, ...

Marine Organism Detection and Classification from Underwater ...

This research is based on the deep convolutional neural network (CNN) to realize the target recognition from underwater vision. The RPN (Region ...