CanonSwap通过创新的”规范空间”技术框架，彻底解决了视频换脸中长期存在的动态属性破坏问题。这一技术分离了面部外观信息与运动信息（包括表情、头动和口型同步），使得在进行面部替换时能够完整保留原视频中的自然动态表现。
具体实现上，CanonSwap采用四阶段处理流程：首先将视频帧转换到标准化的规范空间；在规范空间中只修改外貌信息而保持运动特性不变；通过局部身份调制（PIM）精确控制修改区域；最后将图像带回原始空间恢复运动表现。这种独特的方法相比传统换脸技术能显著提升50%以上的时序一致性指标，避免了90%以上的画面闪烁问题。
This answer comes from the articleCanonSwap: A tool for realizing high-fidelity face-swapping in videoThe
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