Php multi-dimensional array from mysql result

I have a mysql table that looks like this:

id | uid | title     | description | parent
1  |  1  | Portraits | desc.       | photostream
2  |  1  | Abstract  | descr.      | photostream

and I am trying to build a multi-dimensional array that would end up looking like this:

Array
(
      [0]
          [id] => 1
          [uid] => 1
          [title] => Portraits
          [description] => desc.
          [parent] => photostream
      [1]
          [id] => 2
          [uid] => 1
          [title] => Abstract
          [description] => descr.
          [parent] => photostream
)

I am using the select query:

$query = mysql_query(
  "SELECT * FROM `table` WHERE `uid`='1' ORDER BY `id` DESC");

Does anyone know how to do this? Thanks, Levi