Implement `medfilt1d_ng`

[kif]

• [ ] in Python
• [ ] in Cython
• [ ] in OpenCL
• [ ] With tests

[kif]

After preliminary work in #2261 we validated it was possible. Performances are expected to be 5s for 2Mpix image using Python