This is working for me Andrew.
In your html head add this small piece of js:
var video = document.getElementById('video');
video.addEventListener('click',function(){
video.play();
},false);
Or, just add an onlick attribute directly to your html element:
<video src="your_video" width="250" height="50" poster="your_image" onclick="this.play();"/>
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