[docker] How to search images from private 1.0 registry in docker?

Was able to get everything in my private registry back by searching just for 'library':

docker search [my.registry.host]:[port]/library

Returns (e.g.):

NAME                    DESCRIPTION   STARS     OFFICIAL   AUTOMATED
library/custom-image                  0                    
library/another-image                 0                    
library/hello-world                   0