← Search

Ruofei Du

6 accepted papers

2025

SVG: 3D Stereoscopic Video Generation via Denoising Frame Matrix

ICLR 2025poster

Video generation models have demonstrated great capability of producing impressive monocular videos, however, the generation of 3D stereoscopic video remains under-explored. We propose a pose-free and training-free approach for generating 3D stereoscopic videos using an off-the-shelf monocular video…

2023

Learning Personalized High Quality Volumetric Head Avatars From Monocular RGB Videos

CVPR 2023poster

We propose a method to learn a high-quality implicit 3D head avatar from a monocular RGB video captured in the wild. The learnt avatar is driven by a parametric face model to achieve user-controlled facial expressions and head poses. Our hybrid pipeline combines the geometry prior and dynamic tracki…

Cited by 20SourcePDFScholar
2022

PRIF: Primary Ray-Based Implicit Function

ECCV 2022poster

"We introduce a new implicit shape representation called Primary Ray-based Implicit Function (PRIF). In contrast to most existing approaches based on the signed distance function (SDF) which handles spatial locations, our representation operates on oriented rays. Specifically, PRIF is formulated to…

Cited by 56SourcePDFScholar
2021

HumanGPS: Geodesic PreServing Feature for Dense Human Correspondences

CVPR 2021poster

In this paper, we address the problem of building pixel-wise dense correspondences between human images under arbitrary camera viewpoints and body poses. Previous methods either assume small motions or rely on discriminative descriptors extracted from local patches, which cannot handle large motion…

Cited by 14PDFScholar
2021

Multiresolution Deep Implicit Functions for 3D Shape Representation

ICCV 2021poster

We introduce Multiresolution Deep Implicit Functions (MDIF), a hierarchical representation that can recover fine geometry detail, while being able to perform global operations such as shape completion. Our model represents a complex 3D shape with a hierarchy of latent grids, which can be decoded int…

Cited by 52PDFScholar
2018

SketchyScene: Richly-Annotated Scene Sketches

ECCV 2018poster

We contribute the rst large-scale dataset of scene sketches, SketchyScene, with the goal of advancing research on sketch understanding at both the object and scene level. The dataset is created through a novel and carefully designed crowdsourcing pipeline, enabling users to eciently generate large q…