A Survey of Non‐Rigid 3D Registration
Non‐rigid registration computes an alignment between a source surface with a target
surface in a non‐rigid manner. In the past decade, with the advances in 3D sensing …
surface in a non‐rigid manner. In the past decade, with the advances in 3D sensing …
Neural fields in visual computing and beyond
Recent advances in machine learning have led to increased interest in solving visual
computing problems using methods that employ coordinate‐based neural networks. These …
computing problems using methods that employ coordinate‐based neural networks. These …
Icon: Implicit clothed humans obtained from normals
Current methods for learning realistic and animatable 3D clothed avatars need either posed
3D scans or 2D images with carefully controlled user poses. In contrast, our goal is to learn …
3D scans or 2D images with carefully controlled user poses. In contrast, our goal is to learn …
Physical inertial poser (pip): Physics-aware real-time human motion tracking from sparse inertial sensors
Motion capture from sparse inertial sensors has shown great potential compared to image-
based approaches since occlusions do not lead to a reduced tracking quality and the …
based approaches since occlusions do not lead to a reduced tracking quality and the …
Structured local radiance fields for human avatar modeling
It is extremely challenging to create an animatable clothed human avatar from RGB videos,
especially for loose clothes due to the difficulties in motion modeling. To address this …
especially for loose clothes due to the difficulties in motion modeling. To address this …
Behave: Dataset and method for tracking human object interactions
Modelling interactions between humans and objects in natural environments is central to
many applications including gaming, virtual and mixed reality, as well as human behavior …
many applications including gaming, virtual and mixed reality, as well as human behavior …
Faceverse: a fine-grained and detail-controllable 3d face morphable model from a hybrid dataset
We present FaceVerse, a fine-grained 3D Neural Face Model, which is built from hybrid East
Asian face datasets containing 60K fused RGB-D images and 2K high-fidelity 3D head scan …
Asian face datasets containing 60K fused RGB-D images and 2K high-fidelity 3D head scan …
Humman: Multi-modal 4d human dataset for versatile sensing and modeling
Abstract 4D human sensing and modeling are fundamental tasks in vision and graphics with
numerous applications. With the advances of new sensors and algorithms, there is an …
numerous applications. With the advances of new sensors and algorithms, there is an …
Diffustereo: High quality human reconstruction via diffusion-based stereo using sparse cameras
We propose DiffuStereo, a novel system using only sparse cameras (8 in this work) for high-
quality 3D human reconstruction. At its core is a novel diffusion-based stereo module, which …
quality 3D human reconstruction. At its core is a novel diffusion-based stereo module, which …
Human performance modeling and rendering via neural animated mesh
We have recently seen tremendous progress in the neural advances for photo-real human
modeling and rendering. However, it's still challenging to integrate them into an existing …
modeling and rendering. However, it's still challenging to integrate them into an existing …