What are the main advantages and disadvantages of the lifting scheme?
Unlike the convolution, the lifting scheme can


map integers to integers (CDF 5/3 transform in case of JPEG 2000),
asymptotically reduces the computational complexity by a factor two,
can be computed in-place,
allows to simply treat signal boundaries (periodic symmetric extension in case of JPEG 2000).