Here's what you need.
This is a good solution I found out.
This allows to set the height and your width according to your orientation.
To change the image's scale to full screen, you generally use center crop like this:
yourImageView.setScaleType(ImageView.ScaleType.CENTER_CROP);
Hope this information was useful..:)