PIFuHD
lastmod 2026-11-10created 2020-07-123 edits
PIFuHD is a deep learning method that reconstructs a high-resolution 3D human model from a single photo of a person. It is based on the Pixel-Aligned Implicit Function and uses a multi-level structure: a low-resolution stage captures the overall shape, and a high-resolution stage adds details such as clothing wrinkles. You can check the results yourself with the released code and Colab demo.
About
PIFuHD-sample.png
Documentation
- PIFuHD - Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization
- https://arxiv.org/pdf/2004.00452.pdf
- https://shunsukesaito.github.io/PIFuHD/