This operate aims at reconstructing 3D ultrasound volumes from sequences of freehand photographs obtained with conventional 2nd probes with no high priced or cumbersome exterior monitoring components, and is particularly evaluated over a dataset of 600 in vivo ultrasound sweeps, yielding correct reconstructions which has a median normalized drift.*