Angularjs default action when Enter key is pressed
Make your button type submit
and add a class attribute and style your button to make it an image like:
<form ng-submit="someAction()">
<button type="submit" class="submitbutton">Submit</button>
</form>
And do style your button in css like:
.submitbutton {
background:url('....') // your custom image
}
Then your custom image will act as the submit button and invoke the form action when click the enter key.