I would like to fade image without white transfer between them.
HTML:
Instead of fading out one image and then fading in another, use two image elements and layer them on top of each other, then just fade out the top one to make the bottom one appear instead.
CSS:
.image img { position: absolute; left: 0; top: 0; }
HTML:
Javascript:
$('.topImage').fadeOut(3000);
Demo: http://jsfiddle.net/Guffa/grTUK/