I have never encountered the phrase "a splendid imagination". If I did hear it, I would think that the person had thought of something particularly creative or helpful.
A vivid imagination is quite commonly heard and seen in writing. This is slightly derogative. It means that the person is imagining things that may not be real. Usually such a person is fearful of the imagined item.
And just a helpful correction " Is this phrase commonly used"