中图分类号：TP391.4
文献标志码：A
DOI: 10.16157/j.issn.0258-7998.223659
中文引用格式： 袁艳鹏，汪宇玲. 纹理特征提取方法综述[J]. 电子技术应用，2023，49(6)：9-17.
英文引用格式： Yuan Yanpeng，Wang Yuling. A review of texture feature extraction methods[J]. Application of Electronic Technique，2023，49(6)：9-17.

A review of texture feature extraction methods

Abstract： Image texture feature extraction is the basis of image texture classification and segmentation, and is widely used in medical images, remote sensing images and other fields. The recent mainstream texture feature extraction methods and fusion methods are analyzed and summarized, and the future research direction of texture feature extraction methods is discussed. Firstly, the characteristics of 12 mainstream public texture datasets and their applicable scenarios are introduced in detail. Then, some texture feature extraction methods that have emerged in recent years are summarized, and the texture feature fusion methods are classified from multiple angles according to the feature fusion methods. Finally, the difficulties and challenges of texture feature extraction are summarized, and the research direction of texture feature extraction methods in the future is considered and discussed.

Key words : texture feature extraction；texture feature fusion；texture dataset；deep learning