[jQuery] click() not binding to appended elment

[Up-Works]

I have this code:
$('a#addPlayer').click(function() {
                $('<p><img class="remove" src="img/ui/forbidden.jpg" 
alt="Remove" \/
> <label for="playerName-'+pi+'">Player Name: <\/label><input
type="text" class="required" name="playerName-'+pi+'" \/> <label
for="playerNumber-'+pi+'">Player Number: <\/label><input type="text"
name="playerNumber-'+pi+'" class="required" size="2" \/><\/
p>').insertBefore($(this).parent());
                pi++;
                return false;
                });


Then I have this:

$('img.remove').click(function() {
                        console.log('test');
                        return false;
                        });

It will not register the click and write test to the console in FF.
Do I have to use .bind('click','fn')? or another method to have click
fire on dynamically added elements to the DOM?

Using 1.2.3 jQuery