The CEVA MM3101 platform supports stabilization on 2-movement axis -- X and Y- and rotate. It also supports rolling shutter. The demonstration shown here shows video stabilization being performed entirely in software, written in C, and no hardware acceleration is required. The demonstration uses a single vector processor core that performs filtering and the vector-type operations required for pixel processing. It is shown implemented on an FPGA and operating at 80MHz.