Shohei Nobuhara
20 papers · 2015–2026 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (35) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π€ Dynamic Duo (15)
π¬
Deep Specialist
(12)
ποΈ
Keyword Collector
(95)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Conference Pioneer
π
Renaissance Researcher
(6)
π
Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(18)
Analysis
(17)
Processing
(6)
Artificial Intelligence
(5)
Core AI Β· Artificial Intelligence
(5)
Computer Science
(4)
Deep Learning
(4)
Applications
(4)
Learning Types Β· Deep Learning
(4)
Machine Learning
(3)
Mathematics & Optimization
(3)
Domain-Specific
(3)
Core AI Β· Computer Vision
(2)
Learning Types Β· Machine Learning
(2)
Mathematics
(2)
Keywords
3d reconstruction
(8)
depth estimation
(5)
surface normal
(4)
surface normal estimation
(3)
camera calibration
(3)
polarization imaging
(3)
shape from shading
(3)
human pose estimation
(2)
polarimetric imaging
(2)
self-supervised learning
(1)
human motion capture
(1)
belief propagation
(1)
action recognition
(1)
surface reconstruction
(1)
motion forecasting
(1)
trajectory prediction
(1)
computer vision
(1)
adversarial attack
(1)
neural radiance field
(1)
reflectance recovery
(1)
Papers
Action Motifs: Self-Supervised Hierarchical Representation of Human Body Movements
CVPR 2026
Physical Plausibility-aware Trajectory Prediction via Locomotion Embodiment
CVPR 2025
Fooling Polarization-Based Vision using Locally Controllable Polarizing Projection
CVPR 2024
KFD-NeRF: Rethinking Dynamic NeRF with Kalman Filter
ECCV 2024
SPIDeRS: Structured Polarization for Invisible Depth and Reflectance Sensing
CVPR 2024
DeePoint: Visual Pointing Recognition and Direction Estimation
ICCV 2023
Fresnel Microfacet BRDF: Unification of Polari-Radiometric Surface-Body Reflection
CVPR 2023
NeRFrac: Neural Radiance Fields through Refractive Surface
ICCV 2023
nLMVS-Net: Deep Non-Lambertian Multi-View Stereo
WACV 2023
Teleidoscopic Imaging System for Microscale 3D Shape Reconstruction
CVPR 2023
Dynamic 3D Gaze From Afar: Deep Gaze Estimation From Temporal Eye-Head-Body Coordination
CVPR 2022
Multimodal Material Segmentation
CVPR 2022
Polarimetric Normal Stereo
CVPR 2021
Shape From Sky: Polarimetric Normal Recovery Under the Sky
CVPR 2021
Appearance and Shape from Water Reflection
WACV 2020
Invertible Neural BRDF for Object Inverse Rendering
ECCV 2020
Surface Normals and Shape From Water
ICCV 2019
A Linear Extrinsic Calibration of Kaleidoscopic Imaging System From Single 3D Point
CVPR 2017
A Linear Generalized Camera Calibration From Three Intersecting Reference Planes
ICCV 2015
Panoptic Studio: A Massively Multiview System for Social Motion Capture
ICCV 2015