I've only ever had consistent luck controlling image size (using Kindlegen/Kindle Previewer) when I hard-code the sizes in the image tag:
<img src="../Images/my_picture.gif" height="120px" width="80px" />
EDIT: just as dwig said while i was fat-fingering my response.