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Greatest papers with code

PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization

ICCV 2019 shunsukesaito/PIFu

We introduce Pixel-aligned Implicit Function (PIFu), a highly effective implicit representation that locally aligns pixels of 2D images with the global context of their corresponding 3D object.

3D HUMAN POSE ESTIMATION 3D OBJECT RECONSTRUCTION FROM A SINGLE IMAGE 3D SHAPE RECONSTRUCTION FROM A SINGLE 2D IMAGE

Multi-Garment Net: Learning to Dress 3D People from Images

ICCV 2019 bharat-b7/MultiGarmentNetwork

We present Multi-Garment Network (MGN), a method to predict body shape and clothing, layered on top of the SMPL model from a few frames (1-8) of a video.

3D HUMAN POSE ESTIMATION 3D SHAPE RECONSTRUCTION FROM A SINGLE 2D IMAGE

Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the Wild

ECCV 2020 facebookresearch/phosa

We present a method that infers spatial arrangements and shapes of humans and objects in a globally consistent 3D scene, all from a single image in-the-wild captured in an uncontrolled environment.

3D HUMAN POSE ESTIMATION 3D SHAPE RECONSTRUCTION FROM A SINGLE 2D IMAGE COMMON SENSE REASONING HUMAN-OBJECT INTERACTION DETECTION