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Multiple Dropdown’s with Submit Button

I am pulling 2 categories into 2 dropdown lists. When I click submit the URL is showing the filtering but its just loading the homepage. I want the user to be able to select multiple categories and submit to show results.

    <?php $price = array(
    'show_option_all'    => '',
    'show_option_none'   => 'Price Range:',
    'orderby'            => 'ID', 
    'order'              => 'ASC',
    'show_count'         => 1,
    'hide_empty'         => 1, 
    'child_of'           => 110,
    'exclude'            => '',
    'echo'               => 1,
    'selected'           => 0,
    'hierarchical'       => 1, 
    'name'               => 'price',
    'id'                 => '',
    'class'              => 'styled-select',
    'depth'              => 0,
    'tab_index'          => 0,
    'taxonomy'           => 'category',
    'hide_if_empty'      => false
    ); ?>

    <?php $region = array(
    'show_option_all'    => '',
    'show_option_none'   => 'Region:',
    'orderby'            => 'ID', 
    'order'              => 'ASC',
    'show_count'         => 1,
    'hide_empty'         => 1, 
    'child_of'           => 32,
    'exclude'            => '',
    'echo'               => 1,
    'selected'           => 0,
    'hierarchical'       => 1, 
    'name'               => 'region',
    'id'                 => '',
    'class'              => 'styled-select',
    'depth'              => 0,
    'tab_index'          => 0,
    'taxonomy'           => 'category',
    'hide_if_empty'      => false
    ); ?>

    <div class="search">

    <form method="get" action="<?php bloginfo('siteurl'); ?>" id="category" >

    <div class="four columns">
    <div class="search_drop"><?php wp_dropdown_categories( $price); ?> </div>
    </div>

    <div class="four columns">
    <div class="search_drop"><?php wp_dropdown_categories( $region); ?> </div>
    </div>

    <div class="four columns">
    <input type="submit" name="submit" value="Filter" class="button" /></form>
    </div>

    </div>