Soshi Shimada

6 papers · 2020–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

CVPR (2) ECCV (2) ICCV (1) ICLR (1)

Top co-authors

Christian Theobalt (6) Vladislav Golyanik (6) Hiroyasu Akada (1) Ibrahim Abdelaziz (1) Taku Komura (1) Rishabh Dabral (1) Feng Xu (1) Zhiyang Dou (1) Cheng Lin (1) Sk Aziz Ali (1)

Research topics

Computer Vision (4) Analysis (4) Artificial Intelligence (2) Deep Learning (2) Architectures (2) Core AI (2) Machine Learning (1) Robotics (1) Capabilities (1) Domain-Specific (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

motion capture (2) human pose estimation (2) weakly supervised learning (1) 3d vision (1) human-object interaction (1) hand pose estimation (1) 3d human reconstruction (1) human motion tracking (1) convolutional neural network (1) motion tracking (1) 3d convolution (1) inertial sensor (1) depth map (1) monocular rgb video (1) mesh recovery (1) object trajectory estimation (1) gravity constraint (1) hand-face interaction (1) voxel representation (1) physics-based optimization (1)

Papers

DICE: End-to-end Deformation Capture of Hand-Face Interactions from a Single Image ICLR 2025 HULC: 3D HUman Motion Capture with Pose Manifold SampLing and Dense Contact Guidance ECCV 2022 Physical Inertial Poser (PIP): Physics-Aware Real-Time Human Motion Tracking From Sparse Inertial Sensors CVPR 2022 UnrealEgo: A New Dataset for Robust Egocentric 3D Human Motion Capture ECCV 2022 Gravity-Aware Monocular 3D Human-Object Reconstruction ICCV 2021 HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation From a Single Depth Map CVPR 2020