𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡丨Shape-Consistent Video-to-Video Editing

AI Researcher & First Author

𝐌𝐨𝐭𝐢𝐯𝐚𝐭𝐢𝐨𝐧 & 𝐂𝐡𝐚𝐥𝐥𝐞𝐧𝐠𝐞: Video editing with significant changing object shape normally conflict with source motion in existing studies. To address this critical issue, our paper StableV2V edits the first frame, aligns the new shape with motion and propagates the edited content across frames.

𝐑𝐞𝐬𝐮𝐥𝐭𝐬 & 𝐕𝐞𝐧𝐮𝐞𝐬: Improved shape consistency and editing quality; introduced DAVIS-Edit for systematic evaluation. Published in IEEE Transactions on Circuits and Systems for Video Technology, 2026.

𝐋𝐢𝐧𝐤：https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=11272911