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07/26/2023
Human-centric Scene Understanding for 3D Large-scale Scenarios
Human-centric scene understanding is significant for real-world applicat...
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06/27/2023
Unsupervised Polychromatic Neural Representation for CT Metal Artifact Reduction
Emerging neural reconstruction techniques based on tomography (e.g., NeR...
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06/26/2023
MotionGPT: Human Motion as a Foreign Language
Though the advancement of pre-trained large language models unfolds, the...
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05/08/2023
HACK: Learning a Parametric Head and Neck Model for High-fidelity Animation
Significant advancements have been made in developing parametric models ...
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04/21/2023
Omni-Line-of-Sight Imaging for Holistic Shape Reconstruction
We introduce Omni-LOS, a neural computational imaging method for conduct...
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04/12/2023
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions
We have recently seen tremendous progress in diffusion advances for gene...
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04/10/2023
Neural Residual Radiance Fields for Streamably Free-Viewpoint Videos
The success of the Neural Radiance Fields (NeRFs) for modeling and free-...
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04/04/2023
High-resolution tomographic reconstruction of optical absorbance through scattering media using neural fields
Light scattering imposes a major obstacle for imaging objects seated dee...
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04/03/2023
NeMF: Inverse Volume Rendering with Neural Microflake Field
Recovering the physical attributes of an object's appearance from its im...
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03/28/2023
CryoFormer: Continuous Reconstruction of 3D Structures from Cryo-EM Data using Transformer-based Neural Representations
High-resolution heterogeneous reconstruction of 3D structures of protein...
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02/02/2023
IKOL: Inverse kinematics optimization layer for 3D human pose and shape estimation via Gauss-Newton differentiation
This paper presents an inverse kinematic optimization layer (IKOL) for 3...
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12/15/2022
Relightable Neural Human Assets from Multi-view Gradient Illuminations
Human modeling and relighting are two fundamental problems in computer v...
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12/15/2022
NeuralDome: A Neural Modeling Pipeline on Multi-View Human-Object Interactions
Humans constantly interact with objects in daily life tasks. Capturing s...
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12/08/2022
Executing your Commands via Motion Diffusion in Latent Space
We study a challenging task, conditional human motion generation, which ...
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11/30/2022
Weakly Supervised 3D Multi-person Pose Estimation for Large-scale Scenes based on Monocular Camera and Single LiDAR
Depth estimation is usually ill-posed and ambiguous for monocular camera...
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11/22/2022
LiCamGait: Gait Recognition in the Wild by Using LiDAR and Camera Multi-modal Visual Sensors
LiDAR can capture accurate depth information in large-scale scenarios wi...
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10/23/2022
Joint Rigid Motion Correction and Sparse-View CT via Self-Calibrating Neural Field
Neural Radiance Field (NeRF) has widely received attention in Sparse-Vie...
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09/14/2022
SCULPTOR: Skeleton-Consistent Face Creation Using a Learned Parametric Generator
Recent years have seen growing interest in 3D human faces modelling due ...
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09/12/2022
Self-Supervised Coordinate Projection Network for Sparse-View Computed Tomography
In the present work, we propose a Self-supervised COordinate Projection ...
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07/16/2022
Mutual Adaptive Reasoning for Monocular 3D Multi-Person Pose Estimation
Inter-person occlusion and depth ambiguity make estimating the 3D poses ...
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07/03/2022
NARRATE: A Normal Assisted Free-View Portrait Stylizer
In this work, we propose NARRATE, a novel pipeline that enables simultan...
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05/30/2022
LiDAR-aid Inertial Poser: Large-scale Human Motion Capture by Sparse Inertial and LiDAR Sensors
We propose a multi-sensor fusion method for capturing challenging 3D hum...
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05/26/2022
PREF: Phasorial Embedding Fields for Compact Neural Representations
We present a phasorial embedding field PREF as a compact representation ...
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03/28/2022
LiDARCap: Long-range Marker-less 3D Human Motion Capture with LiDAR Point Clouds
Existing motion capture datasets are largely short-range and cannot yet ...
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03/17/2022
TensoRF: Tensorial Radiance Fields
We present TensoRF, a novel approach to model and reconstruct radiance f...
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03/17/2022
HybridCap: Inertia-aid Monocular Capture of Challenging Human Motions
Monocular 3D motion capture (mocap) is beneficial to many applications. ...
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03/17/2022
HSC4D: Human-centered 4D Scene Capture in Large-scale Indoor-outdoor Space Using Wearable IMUs and LiDAR
We propose Human-centered 4D Scene Capture (HSC4D) to accurately and eff...
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03/08/2022
NeReF: Neural Refractive Field for Fluid Surface Reconstruction and Implicit Representation
Existing neural reconstruction schemes such as Neural Radiance Field (Ne...
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03/01/2022
ICARUS: A Specialized Architecture for Neural Radiance Field Rendering
The practical deployment of Neural Radiance Field (NeRF) in rendering ap...
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02/25/2022
NeuralFusion: Neural Volumetric Rendering under Human-object Interactions
4D modeling of human-object interactions is critical for numerous applic...
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02/22/2022
Disentangling Light Fields for Super-Resolution and Disparity Estimation
Light field (LF) cameras record both intensity and directions of light r...
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02/12/2022
NeuVV: Neural Volumetric Videos with Immersive Rendering and Editing
Some of the most exciting experiences that Metaverse promises to offer, ...
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02/11/2022
Artemis: Articulated Neural Pets with Appearance and Motion synthesis
We, humans, are entering into a virtual era and indeed want to bring ani...
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02/11/2022
Video-driven Neural Physically-based Facial Asset for Production
Production-level workflows for producing convincing 3D dynamic human fac...
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02/09/2022
NIMBLE: A Non-rigid Hand Model with Bones and Muscles
Emerging Metaverse applications demand reliable, accurate, and photoreal...
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12/29/2021
Onsite Non-Line-of-Sight Imaging via Online Calibrations
There has been an increasing interest in deploying non-line-of-sight (NL...
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12/06/2021
HumanNeRF: Generalizable Neural Human Radiance Field from Sparse Inputs
Recent neural human representations can produce high-quality multi-view ...
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10/27/2021
An Arbitrary Scale Super-Resolution Approach for 3-Dimensional Magnetic Resonance Image using Implicit Neural Representation
High Resolution (HR) medical images provide rich anatomical structure de...
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09/10/2021
ProcK: Machine Learning for Knowledge-Intensive Processes
Process mining deals with extraction of knowledge from business process ...
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09/05/2021
Underwater 3D Reconstruction Using Light Fields
Underwater 3D reconstruction is challenging due to the refraction of lig...
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08/12/2021
iButter: Neural Interactive Bullet Time Generator for Human Free-viewpoint Rendering
Generating “bullet-time” effects of human free-viewpoint videos is criti...
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08/01/2021
Neural Free-Viewpoint Performance Rendering under Complex Human-object Interactions
4D reconstruction of human-object interaction is critical for immersive ...
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07/30/2021
Neural Relighting and Expression Transfer On Video Portraits
Photo-realistic video portrait reenactment benefits virtual production a...
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07/14/2021
Few-shot Neural Human Performance Rendering from Sparse RGBD Videos
Recent neural rendering approaches for human activities achieve remarkab...
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06/29/2021
IREM: High-Resolution Magnetic Resonance (MR) Image Reconstruction via Implicit Neural Representation
For collecting high-quality high-resolution (HR) MR image, we propose a ...
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06/21/2021
PIANO: A Parametric Hand Bone Model from Magnetic Resonance Imaging
Hand modeling is critical for immersive VR/AR, action understanding, or ...
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04/30/2021
Editable Free-viewpoint Video Using a Layered Neural Representation
Generating free-viewpoint videos is critical for immersive VR/AR experie...
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04/23/2021
SportsCap: Monocular 3D Human Motion Capture and Fine-grained Understanding in Challenging Sports Videos
Markerless motion capture and understanding of professional non-daily hu...
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04/06/2021
MirrorNeRF: One-shot Neural Portrait RadianceField from Multi-mirror Catadioptric Imaging
Photo-realistic neural reconstruction and rendering of the human portrai...
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04/05/2021