Take a look which imagemagick packages are installed:

$ aptitude search '~iimagemagick'

Probably there is a line beginning with

i A  imagemagick-6.q16

which shall replace imagemagick. Also see the dependencies of package 
imagemagick:

$ dpkg -s imagemagick

So before purging imagemagick you have to

$ aptitude unmarkauto imagemagick-6.q16

Regards,
jvp.

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