Index: src/wp-admin/includes/misc.php
===================================================================
--- src/wp-admin/includes/misc.php	(revision 26908)
+++ src/wp-admin/includes/misc.php	(working copy)
@@ -561,7 +561,7 @@
  *
  * @since 3.0.0
  */
-function admin_color_scheme_picker() {
+function admin_color_scheme_picker( $user_id ) {
 	global $_wp_admin_css_colors;
 
 	ksort( $_wp_admin_css_colors );
@@ -571,7 +571,7 @@
 		$_wp_admin_css_colors = array_filter( array_merge( array( 'fresh' => '', 'light' => '' ), $_wp_admin_css_colors ) );
 	}
 
-	$current_color = get_user_option( 'admin_color' );
+	$current_color = get_user_option( 'admin_color', $user_id );
 
 	if ( empty( $current_color ) || ! isset( $_wp_admin_css_colors[ $current_color ] ) ) {
 		$current_color = 'fresh';
Index: src/wp-admin/user-edit.php
===================================================================
--- src/wp-admin/user-edit.php	(revision 26908)
+++ src/wp-admin/user-edit.php	(working copy)
@@ -260,7 +260,7 @@
  * @since 3.0.0
  */
 ?>
-<td><?php do_action( 'admin_color_scheme_picker' ); ?></td>
+<td><?php do_action( 'admin_color_scheme_picker', $user_id ); ?></td>
 </tr>
 <?php
 endif; // $_wp_admin_css_colors