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05/15/2023
NIKI: Neural Inverse Kinematics with Invertible Neural Networks for 3D Human Pose and Shape Estimation
With the progress of 3D human pose and shape estimation, state-of-the-ar...
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04/12/2023
HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh Recovery
Recovering whole-body mesh by inferring the abstract pose and shape para...
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11/07/2022
AlphaPose: Whole-Body Regional Multi-Person Pose Estimation and Tracking in Real-Time
Accurate whole-body multi-person pose estimation and tracking is an impo...
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09/19/2022
D D: Learning Human Dynamics from Dynamic Camera
3D human pose estimation from a monocular video has recently seen signif...
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08/04/2022
Constructing Balance from Imbalance for Long-tailed Image Recognition
Long-tailed image recognition presents massive challenges to deep learni...
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12/27/2021
SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos
When analyzing human motion videos, the output jitters from existing pos...
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10/17/2021
Localization with Sampling-Argmax
Soft-argmax operation is commonly adopted in detection-based methods to ...
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09/12/2021
ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis
Estimating the articulated 3D hand-object pose from a single RGB image i...
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07/23/2021
Human Pose Regression with Residual Log-likelihood Estimation
Heatmap-based methods dominate in the field of human pose estimation by ...
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12/14/2020
TDAF: Top-Down Attention Framework for Vision Tasks
Human attention mechanisms often work in a top-down manner, yet it is no...
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12/02/2020
CPF: Learning a Contact Potential Field to Model the Hand-object Interaction
Estimating hand-object (HO) pose during interaction has been brought rem...
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11/30/2020
HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation
Model-based 3D pose and shape estimation methods reconstruct a full 3D m...
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08/01/2020
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation
Remarkable progress has been made in 3D human pose estimation from a mon...
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04/17/2020
Detailed 2D-3D Joint Representation for Human-Object Interaction
Human-Object Interaction (HOI) detection lies at the core of action unde...
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12/02/2018
CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark
Multi-person pose estimation is fundamental to many computer vision task...
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02/03/2018