A Feature Extraction Method of Underwater Targets

In this paper, echo highlight information of the targets is thoroughly explored for underwater target classification. The mathematical representations of both the intensity distribution feature and spatial structure feature of highlights are extracted based on the physical characteristics of targets. A fusion feature based on the statistical information of highlights is proposed to enhance the effectiveness of target classification. Experimental results demonstrate that the fusion feature of highlights plays an important role in promoting the classification of targets.

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Published
2024-09-21
DOI
https://doi.org/10.1109/icicsp62589.2024.10809311
Primary Topic
Infrared Target Detection Methodologies
Type
article
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article

A Feature Extraction Method of Underwater Targets

Jianjing Deng, Chenyu Wang, Liwen Liu, Bo Li et al.
Infrared Target Detection Methodologies
article

A Feature Extraction Method of Underwater Targets

Jianjing Deng, Chenyu Wang, Liwen Liu, Bo Li, Yunchuan Yang
article en

Abstract

In this paper, echo highlight information of the targets is thoroughly explored for underwater target classification. The mathematical representations of both the intensity distribution feature and spatial structure feature of highlights are extracted based on the physical characteristics of targets. A fusion feature based on the statistical information of highlights is proposed to enhance the effectiveness of target classification. Experimental results demonstrate that the fusion feature of highlights plays an important role in promoting the classification of targets.

China State Shipbuilding (China) (CN)
Life below water
Openalex Percentile: Top 58%
Infrared Target Detection Methodologies
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