LPMsDE: Multi-Scale Denoising and Enhancement Method Based on Laplacian Pyramid Framework for Forward-Looking Sonar Image

LPMsDE: Multi-Scale Denoising and Enhancement Method Based on Laplacian Pyramid Framework for Forward-Looking Sonar Image

Forward-looking sonar (FLS) images present various challenges in interpretation, recognition, and segmentation due to limitations like low resolution, speckle noise, and low contrast, making them more complex than optical images. Existing methods often focus solely on denoising or enhancement, negle...

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Bibliographic Details
Main Authors: Zhisen Wang, Zhuoyi Li, Xuanxuan Teng, Deshan Chen
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Forward-looking sonar
speckle noise
image denoising
contrast enhancement
multi-scale analysis
Laplacian pyramid
Online Access:https://ieeexplore.ieee.org/document/10325512/

Internet

https://ieeexplore.ieee.org/document/10325512/

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