Chen Chen — Publications

C. Chen, B. Zhang, H. Su, W. Li, and L. Wang, “Land-Use Scene Classification Using Multi-Scale Completed Local Binary Patterns,” Signal, Image and Video Processing, July 2015, DOI: 10.1007/s11760-015-0804-2.
  • Abstract:
    In this paper, we introduce the completed local binary patterns (CLBP) operator for the first time on remote sensing land-use scene classification. To further improve the representation power of CLBP, we propose a multi-scale CLBP (MS-CLBP) descriptor to characterize the dominant texture features in multiple resolutions. Two different kinds of implementations of MS-CLBP equipped with the kernel-based extreme learning machine are investigated and compared in terms of classification accuracy and computational complexity. The proposed approach is extensively tested on the 21-class land-use dataset and the 19-class satellite scene dataset showing a consistent increase on performance when compared to the state of the arts.

  • [PDF]