Size and Index are properties or a Region. Image has three regions: Requested, Buffered and LargestPossible. Setting an Index directly is supported, but size cannot be changed this way. Only perhaps reducing the size along the slowest-changing axis will not lead to disastrous effect. It looks like you want to use ExtractImageFilter.