There is a globalCompositeOperation property of the canvas context that you can change to affect this behavior. Specifically, setting it to 'lighter' will add the colours of any drawing operations to the source image. This will also respect the alpha value. If it is a complex scene, you may have to draw the scene twice, each to a hidden canvas, then copy them each into the visible canvas with the composite operation set to 'lighter'.
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