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

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Abstract

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.

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Liu, D. Q., Zhou, G. Q., Zhou, X., Li, C. Y., & Wang, F. (2020). FPGA-BASED ON-BOARD CUBIC CONVOLUTION INTERPOLATION for SPACEBORNE GEOREFERENCING. In International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives (Vol. 42, pp. 349–356). International Society for Photogrammetry and Remote Sensing. https://doi.org/10.5194/isprs-archives-XLII-3-W10-349-2020

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