This work aims at reconstructing 3D ultrasound volumes from sequences of freehand illustrations or photos acquired with conventional second probes without any high-priced or cumbersome external tracking components, and is also evaluated with a dataset of 600 in vivo ultrasound sweeps, yielding precise reconstructions having a median normalized drif