Client-side image resizing before upload - Megapixels (Mb) rather than Image Resolution (pixels)

Is there a way to resize images and reduce file size client-side, before uploading? BlueImp’s jQuery File Upload plugin for PHP would do this very well and it would dramatically reduce upload time and bandwidth usage especially for those on mobiles.