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This work aims at reconstructing 3D ultrasound volumes from sequences of freehand photos acquired with regular second probes with none highly-priced or cumbersome external tracking hardware, and is particularly evaluated on a dataset of 600 in vivo ultrasound sweeps, yielding accurate reconstructions having a median normalized drift.His candidacy c