• Remote Sensing Technology and Application
  • Vol. 39, Issue 1, 11 (2024)
Shuwei WANG1,*, Qingtai SHU1, Xu MA2, Jingnan XIAO1, and Wenwu ZHOU1
Author Affiliations
  • 1College of Forestry,Southwest Forestry University,Kunming 650224,China
  • 2College of Geography and Remote Sensing Sciences,Xinjiang University,Urumqi 830046,China
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    DOI: 10.11873/j.issn.1004-0323.2024.1.0011 Cite this Article
    Shuwei WANG, Qingtai SHU, Xu MA, Jingnan XIAO, Wenwu ZHOU. Research Progress in Data Fusion of LiDAR and Hyperspectral Imaging Technology[J]. Remote Sensing Technology and Application, 2024, 39(1): 11 Copy Citation Text show less

    Abstract

    In recent years, in order to improve the classification accuracy of ground objects, break through the technical system of single sensor, and make up for the limitations of single data source application, multi-source remote sensing data fusion has become a research hotspot concerned by many scholars in the field of remote sensing. The fusion technology of optical image and LiDAR point cloud data of hyperspectral remote sensing technology provides a feasible scheme to improve the accuracy of ground object recognition and classification at the technical level, breaks the technical upper limit of single sensor, and provides a new solution for the integrated acquisition of target three-dimensional space-spectral information. At the same time, it lays a foundation for the research of hyperspectral LiDAR imaging technology. This paper reviews the development history of LiDAR and hyperspectral imaging data fusion, discusses the main fusion methods and research progress at the feature level and decision level, introduces the commonly used feature level fusion and decision level fusion methods in detail, summarizes the latest research algorithms and discusses their challenges and future development and application prospects. Finally, the future development of LiDAR and hyperspectral imaging data fusion is prospected systematically.
    Shuwei WANG, Qingtai SHU, Xu MA, Jingnan XIAO, Wenwu ZHOU. Research Progress in Data Fusion of LiDAR and Hyperspectral Imaging Technology[J]. Remote Sensing Technology and Application, 2024, 39(1): 11
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