At last, I found the solution for above said issue.JSPDF team added javascript plugin for adding image in generated PDF files in client-side JavaScript.
I've added below jspdf scripts in my code, was able to generate PDF with image.
<script type="text/javascript" src="js/jspdf/jspdf.plugin.addimage.js"></script>