Re-UPDATE of the UPDATE:

Even NEWER Fiddle (without arguments.callee)

Changes:

• Javascript improvements
• CSS corrections (fits full page now)
• Added option for random sequence of images instead of sequential
• => Alternate version of NEWER Fiddle <= (if OP’s img server is down)

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BIG UPDATE

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Took the meat of this code from this previous answer and added some bling (using my site background stash lol)

original fiddle 🙂

NEW Super Fiddle

Javascript:

$(document).ready(function () {
    var img_array = [1, 2, 3, 4, 5],
        newIndex = 0,
        index = 0,
        interval = 5000;
    (function changeBg() {

        //  --------------------------
        //  For random image rotation:
        //  --------------------------

            //  newIndex = Math.floor(Math.random() * 10) % img_array.length;
            //  index = (newIndex === index) ? newIndex -1 : newIndex;

        //  ------------------------------
        //  For sequential image rotation:
        //  ------------------------------

            index = (index + 1) % img_array.length;

        $('body').css('backgroundImage', function () {
            $('#fullPage').animate({
                backgroundColor: 'transparent'
            }, 1000, function () {
                setTimeout(function () {
                    $('#fullPage').animate({
                        backgroundColor: 'rgb(255,255,255)'
                    }, 1000);
                }, 3000);
            });
            return 'url(http://www.fleeceitout.com/images/field.' + img_array[index] + '.jpg)';
        });
        setTimeout(changeBg, interval);
    })();
});

CSS:

body {
    height: 100%;
    width: 100%;
    margin: 0;
    padding: 0;
    position: relative;
    background-image: url(http://www.fleeceitout.com/images/field.2.jpg);
    background-size: cover;
    background-repeat: no-repeat;
    background-position: 0 0;
    background-attachment: fixed;
}
#fullPage {
    position: absolute;
    min-width: 100%;
    min-height: 100%;
    top: 0;
    left: 0;
    background-color: rgb(255, 255, 255);
}