I did some work on autoconf.
Now there is an option for
--with-caffe=<srcdir> Compile with DCNN support by caffe. Default: no
Here you have to put the distribute directory of the caffe library.
It should compile with and without caffe, ofcause no DCNN support without caffe....
I hope, it is now easier to get into the actual status of the project :)