This is untested – but might help you get the idea.
HTML
<div class="nextSelector">
<span>NEXT</span>
</div>
JS
$('.nextSelector').on('click',function(){
var nextImage = $('img.fullImage + img');
$('img.fullImage').toggleClass("thumb fullImage");
nextImage.toggleClass("thumb fullImage");
})