As IE does not support the filter: grayscale, you can try to use SVG + JS approach to apply gray scale filter in IE.
Below is the part of the code snippet.
// Grayscale images only on browsers IE10+ since they removed support for CSS grayscale filter
if (getInternetExplorerVersion() >= 10){
$('img').each(function(){
var el = $(this);
el.css({"position":"absolute"}).wrap("<div class='img_wrapper' style='display: inline-block'>").clone().addClass('img_grayscale').css({"position":"absolute","z-index":"5","opacity":"0"}).insertBefore(el).queue(function(){
var el = $(this);
el.parent().css({"width":this.width,"height":this.height});
el.dequeue();
});
this.src = grayscaleIE10(this.src);
});
// Quick animation on IE10+
$('img').hover(function () {
$(this).parent().find('img:first').stop().animate({opacity:1}, 200);
},
function () {
$('.img_grayscale').stop().animate({opacity:0}, 200);
}
);
function grayscaleIE10(src){
var canvas = document.createElement('canvas');
var ctx = canvas.getContext('2d');
var imgObj = new Image();
imgObj.src = src;
canvas.width = imgObj.width;
canvas.height = imgObj.height;
ctx.drawImage(imgObj, 0, 0);
var imgPixels = ctx.getImageData(0, 0, canvas.width, canvas.height);
for(var y = 0; y < imgPixels.height; y++){
for(var x = 0; x < imgPixels.width; x++){
var i = (y * 4) * imgPixels.width + x * 4;
var avg = (imgPixels.data[i] + imgPixels.data[i + 1] + imgPixels.data[i + 2]) / 3;
imgPixels.data[i] = avg;
imgPixels.data[i + 1] = avg;
imgPixels.data[i + 2] = avg;
}
}
ctx.putImageData(imgPixels, 0, 0, 0, 0, imgPixels.width, imgPixels.height);
return canvas.toDataURL();
};
};
Reference for full sample code:
Cross-Browser Grayscale image example using CSS3 + JS
Output in IE 11:
