JOURNAL ARTICLE

A Method of Reducing Speckle Noise in SAR Image Based on Laplacian Pyramid Directional Filter Banks

Abstract

Based on the characteristic of SAR images and speckle noise, combining the direction information with multiple resolution analysis, an idea based on directional filter banks is presented in this paper. Combining with Laplacian pyramid analysis further, a method of reducing speckle noise in SAR image based on Laplacian pyramid directional filter banks is given in the paper. Comparing the results by emulation experiments, the validity of the method in this paper is proved

Keywords:
Speckle noise Speckle pattern Pyramid (geometry) Computer vision Computer science Artificial intelligence Filter (signal processing) Noise (video) Emulation Image resolution Image (mathematics) Optics Physics

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Topics

Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Image Fusion Techniques
Physical Sciences →  Engineering →  Media Technology
Image Processing Techniques and Applications
Physical Sciences →  Engineering →  Media Technology

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