An underwater target recognition method based on improved ...

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 ...

Underwater acoustic target recognition method based on WA-DS ...

Our work achieves recognition accuracy of up to 98.34% on the ShipsEar dataset, which is a significant improvement in recognition rate compared ...

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 method that ...

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

proposed real-time classification and detection of marine organisms based on improved HyperNet method and Faster RCNN. The above literatures use ...

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

However, there is still room for improvement in terms of noise immunity, improved computational performance, and reduced reliance on specialized knowledge. In ...

MGFGNet: an automatic underwater acoustic target recognition ...

... based feature extraction methods are better suited for representing the raw underwater acoustic features. This suggests that current methods for extracting ...

An Underwater Acoustic Target Recognition Method Based on Pre

IEEE, 2017: 2657–2661. Valdenegro-Toro M. Improving sonar image patch matching via deep learning[C]//2017 European Conference on Mobile Robots (ECMR). IEEE, ...

Underwater Target Recognition Based on Improved YOLOv4 Neural ...

The recognition results and the comparison with the other target detectors demonstrate the effectiveness of the proposed YOLOv4 structure and the method of data ...

Underwater Target Recognition Research Articles - R Discovery

Among other categories, the physics-based methods restore underwater images by improving the transmission map through optimization or regularization techniques.

The Method of Underwater Target Recognition Based on LOFAR ...

Cyclic spectrum is used as the propeller fingerprint to improve the identification accuracy by the low-rank approximation of tensors constructed from the ...

Joint learning model for underwater acoustic target recognition

Then, a joint model combining wave and T-F representation-based models was presented. An effective synchronous deep mutual learning method that ...

An Underwater Fish Individual Recognition Method Based on ...

Costs, Face Recognition, Fish, Feature Extraction, Prediction Algorithms, Real Time Systems, Data Mining, Deep Learning, Neural Network, Target Detection, ...

Multimodal underwater target recognition method based on deep ...

... method. The temporal coherence of adjacent signal frame was utilized to improve the recognition accuracy. The experiments were implemented based on measured ...

Research on multi-scale fusion image enhancement and improved ...

... improved YOLOv5s lightweight ROV underwater target detection method ... Underwater vehicle image recognition based on improved γ-CLAHE algorithm.

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 Target Detection Based on Sonar Image

This paper comprehensively describes the principles, methods, algorithms, and development trends in underwater target detection based on sonar images.

Active sonar target recognition method based on multi‐domain ...

The classification and recognition of underwater targets by an active sonar system remain challenging and complex. Traditional methods have ...

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

Deep neural network (DNN) technology has promoted advanced pattern recognition; in particular, this method was recently applied to underwater ...

Ultra-deep channel sand body target recognition method based on ...

This study proposes a target recognition method of ultra-deep river sand bodies with improved deep learning under unmanned aerial vehicle (UAV) cluster.

Target Detection and Recognition Methods in Underwater - YouTube

This video divides the target recognition methods into three modules: target detection based on deep learning methods, underwater image ...