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Adaptive Enhancement Algorithm of High-Resolution Satellite Image Based on Feature Fusion

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  • Ruizhe Wang
  • Wang Xiao
  • Naeem Jan

Abstract

Since the traditional adaptive enhancement algorithm of high-resolution satellite images has the problems of poor enhancement effect and long enhancement time, an adaptive enhancement algorithm of high-resolution satellite images based on feature fusion is proposed. The noise removal and quality enhancement areas of high-resolution satellite images are determined by collecting a priori information. On this basis, the histogram is used to equalize the high-resolution satellite images, and the local texture features of the images are extracted in combination with the local variance theory. According to the extracted features, the illumination components are estimated by Gaussian low-pass filtering. The illumination components are fused to complete the adaptive enhancement of high-resolution satellite images. Simulation results show that the proposed algorithm has a better adaptive enhancement effect, higher image definition, and shorter enhancement time.

Suggested Citation

  • Ruizhe Wang & Wang Xiao & Naeem Jan, 2022. "Adaptive Enhancement Algorithm of High-Resolution Satellite Image Based on Feature Fusion," Journal of Mathematics, Hindawi, vol. 2022, pages 1-9, January.
    • Handle: RePEc:hin:jjmath:1029247
    DOI: 10.1155/2022/1029247
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    Cited by:

    1. P. B. Mini & P. Amudha Bhomini, 2024. "A study in enhancement of satellite images," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 15(10), pages 4730-4749, October.

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