The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (Feb 2020)

FPGA-BASED ON-BOARD CUBIC CONVOLUTION INTERPOLATION FOR SPACEBORNE GEOREFERENCING

  • D. Q. Liu,
  • D. Q. Liu,
  • G. Q. Zhou,
  • G. Q. Zhou,
  • G. Q. Zhou,
  • X. Zhou,
  • X. Zhou,
  • C. Y. Li,
  • C. Y. Li,
  • F. Wang

DOI
https://doi.org/10.5194/isprs-archives-XLII-3-W10-349-2020
Journal volume & issue
Vol. XLII-3-W10
pp. 349 – 356

Abstract

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This paper proposes a novel low-complexity implementation with one parameter two dimensions cubic convolution interpolation (2D-CCI) of image interpolation for spaceborne georeferencing. The experiment results demonstrate that (1) the proposed scheme can achieve better performance without increasing the computational complexity compared to the traditional CCI; (2) the number of multiplication and addition is reduced to 33.33% and 40% respectively compared with original CCI; (3) the occupied resources of LUTs, register, DSP and memory are reduced to 23.7%, 21.9%, 18.5% and 25%, respectively; (4) the speedup time of the proposed Implementation is about 25 times higher than that when using the PC-based implementation.