ICON (Inpainting for COlored-Noise dominated 1D signals) is a code written in C++ to handle the problem of missing data in time series by judiciously fill-in the gaps. It addresses the case for randomly distributed gaps in time series affected by colored noise or showing significant spectral variations.
For a more detailed description, please take a look at Pires et al., 2016
Download the ICON software :
- MacOSX 64-bit version The binary has been compiled against libgcc version 1.0.0
- Linux 64-bit version The binary has been compiled against glibc version 2.14 on a x86_64 architecture
The binary C++ are available for the following systems: Linux and Mac OS X (and Windows 7 soon)
For questions and feedback or to be informed of the forthcoming versions, send an email to Sandrine Pires
- "Dealing with missing data in the MICROSCOPE space mission: An inpainting method to handle colored-noise data", S. Pires, J. Bergé, Q. Baghi, P. Touboul,G. Métris, accepted in December 2016 to Physical Review D
- "Dealing with missing data: An inpainting application to the MICROSCOPE space mission", J. Bergé, S. Pires, Q. Baghi, P. Touboul, G. Metris, Physical Review D, 92, 11, December 2015
We acknowledge the financial support of the UnivEarthS Labex program at Sorbonne Paris Cité (ANR-10-LABX-0023 and ANR-11- IDEX-0005-02).