Seung-Hwan Baek

28 papers · 2016–2026 · 4 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (40) 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🏠 Conference Loyalist (23) 🤝 Dynamic Duo (10) 🏆 Keyword Champion (2) 🔬 Deep Specialist (12) 🌈 Renaissance Researcher (5) 🔥 Unstoppable · Bronze ⚡ Prolific Year · Productive 💎 Century Club · Bronze 🗃️ Keyword Collector (135)

Venues

CVPR (23) ICCV (3) ECCV (1) WACV (1)

Top co-authors

Felix Heide (10) Sunghyun Cho (7) Seokjun Choi (6) Min H. Kim (5) Daniel S. Jeon (3) Wonjoon Jin (3) Seungyong Lee (3) Hoon-Gyu Chung (3) Pieter Peers (2) Yujin Jeon (2)

Research topics

Computer Vision (24) Analysis (16) Processing (14) Deep Learning (12) Domain-Specific (11) Computer Science (7) Applications (7) Machine Learning (4) Generation (4) Learning Types (4) Core AI (3) Models (3) Optimization & Theory (3) Techniques (3) Artificial Intelligence (2)

Keywords

depth estimation (12) 3d reconstruction (9) hyperspectral imaging (4) sensor fusion (4) differentiable rendering (4) inverse rendering (3) stereo matching (3) polarization imaging (3) convolutional neural network (3) neural network (3) scene understanding (2) geometry reconstruction (2) computer vision (2) novel view synthesis (2) image restoration (2) optical flow (2) photometric stereo (2) image reconstruction (2) video generation (2) 3d vision (2)

Papers

Learning to Generate Highly Dynamic Videos using Synthetic Motion Data CVPR 2026 A Real-world Display Inverse Rendering Dataset ICCV 2025 Dense Dispersed Structured Light for Hyperspectral 3D Imaging of Dynamic Scenes CVPR 2025 Differentiable Inverse Rendering with Interpretable Basis BRDFs CVPR 2025 Dual Exposure Stereo for Extended Dynamic Range 3D Imaging CVPR 2025 Event Ellipsometer: Event-based Mueller-Matrix Video Imaging CVPR 2025 FloVD: Optical Flow Meets Video Diffusion Model for Enhanced Camera-Controlled Video Synthesis CVPR 2025 Gyro-based Neural Single Image Deblurring CVPR 2025 Pixel-aligned RGB-NIR Stereo Imaging and Dataset for Robot Vision CVPR 2025 Differentiable Display Photometric Stereo CVPR 2024 Differentiable Point-based Inverse Rendering CVPR 2024 Dispersed Structured Light for Hyperspectral 3D Imaging CVPR 2024 Generalizable Novel-View Synthesis using a Stereo Camera CVPR 2024 ParamISP: Learned Forward and Inverse ISPs using Camera Parameters CVPR 2024 Polarization Wavefront Lidar: Learning Large Scene Reconstruction from Polarized Wavefronts CVPR 2024 Spectral and Polarization Vision: Spectro-polarimetric Real-world Dataset CVPR 2024 UGPNet: Universal Generative Prior for Image Restoration WACV 2024 Multi-view Spectral Polarization Propagation for Video Glass Segmentation ICCV 2023 Polarimetric iToF: Measuring High-Fidelity Depth Through Scattering Media CVPR 2023 All-Photon Polarimetric Time-of-Flight Imaging CVPR 2022 BigColor: Colorization Using a Generative Color Prior for Natural Images ECCV 2022 Glass Segmentation Using Intensity and Spectral Polarization Cues CVPR 2022 Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging CVPR 2021 Polka Lines: Learning Structured Illumination and Reconstruction for Active Stereo CVPR 2021 Single-Shot Hyperspectral-Depth Imaging With Learned Diffractive Optics ICCV 2021 Single-Shot Monocular RGB-D Imaging Using Uneven Double Refraction CVPR 2020 Enhancing the Spatial Resolution of Stereo Images Using a Parallax Prior CVPR 2018 Multiview Image Completion With Space Structure Propagation CVPR 2016