PoInit-of-View poisons SfM initialization by optimizing cross-view gradient inconsistencies to disrupt keypoint detection and feature matching, yielding transferable degradation in rendered 3D reconstruction quality across systems.
Revisiting transferable adversarial images: System- ization, evaluation, and new insights.IEEE Transactions on Pattern Analysis and Machine Intelligence, pages 1–16,
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PoInit-of-View: Poisoning Initialization of Views Transfers Across Multiple 3D Reconstruction Systems
PoInit-of-View poisons SfM initialization by optimizing cross-view gradient inconsistencies to disrupt keypoint detection and feature matching, yielding transferable degradation in rendered 3D reconstruction quality across systems.