Characterisation of space debris has become a fundamental task to facilitate sustainable operations. Ground-based surveillance provides the means extract key attributes from spacecraft. However, signal inversion attempts are generally under-constrained, which is why an increase in measurement channels through multispectral observations expected benefit parameter estimation. The current approach...