The low passed part and high passed part of a wavelet decomposed signal are independent (actually orthogonal to each other), for a 2D image, you will have four sub-images after one level of decomposition and all of them are not related to each other.
So if the low frequency blurred image (LL part) is all you want to recover on the receiver side, you won't need the other parts.