研究目的
To provide a detailed review and comparison of speckle noise removal methods for satellite images, summarizing the merits and demerits of various techniques to serve as a reference for researchers in satellite image processing.
研究成果
Speckle noise is a significant issue in satellite images, and various filters and methods have been developed for its removal, with many based on Frost, Lee, and Wiener filters. The effectiveness of noise filters depends on the type of noise and the image characteristics. This review serves as a comprehensive reference for researchers, highlighting the need for continued development of algorithms tailored to specific image features.
研究不足
The review is limited to the selected 35 articles and may not cover all existing methods. It focuses on speckle noise and does not extensively address other types of noise or recent advancements beyond 2018. The analysis is based on published literature and lacks original experimental validation.