Single-View Clothed Human Reconstruction With Multi-View Consistency Representation.

For single-view clothed human reconstruction, the fashionable PIFu-like framework depends on the pixel-aligned feature essentially, while this leads to depth ambiguity and inaccuracy of representation. Additionally, this task faces the inherent problem of the lack of invisible information. To solve these two problems, we propose depth-guided pixel-aligned feature and multi-view consistency prior to constrain representation learning of the single-view reconstruction task.