This work aims at reconstructing 3D ultrasound volumes from sequences of freehand photographs obtained with conventional second probes without any pricey or cumbersome exterior monitoring components, and it is evaluated over a dataset of 600 in vivo ultrasound sweeps, yielding exact reconstructions which has a median normalized drift.Novel cross-se