Heng Guo
23 papers · 2018–2026 · 9 venues · across top CS/AI venues
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Achievements
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(11)
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Renaissance Researcher
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Top co-authors
Research topics
Keywords
photometric stereo
(5)
surface normal estimation
(5)
3d reconstruction
(5)
medical imaging
(3)
reflective surface
(3)
polarimetric imaging
(3)
non-lambertian reflectance
(3)
neural network
(3)
image reconstruction
(3)
computed tomography
(3)
multispectral photometric stereo
(2)
image generation
(2)
polarization imaging
(2)
diffusion model
(2)
shape from polarization
(2)
image restoration
(2)
surface reconstruction
(2)
image synthesis
(1)
multispectral imaging
(1)
3d vision
(1)
Papers
Seeing Through the Rain: Resolving High-Frequency Conflicts in Deraining and Super-Resolution via Diffusion Guidance
AAAI 2026
SpecGen: Neural Spectral BRDF Generation via Spectral-Spatial Tri-plane Aggregation
WACV 2026
MFogHub: Bridging Multi-Regional and Multi-Satellite Data for Global Marine Fog Detection and Forecasting
CVPR 2025
Opportunistic Osteoporosis Diagnosis via Texture-Preserving Self-Supervision, Mixture of Experts and Multi-Task Integration
MICCAI 2025
PIDSR: Complementary Polarized Image Demosaicing and Super-Resolution
CVPR 2025
PMNI: Pose-free Multi-view Normal Integration for Reflective and Textureless Surface Reconstruction
CVPR 2025
PolarAnything: Diffusion-based Polarimetric Image Synthesis
ICCV 2025
Polarimetric Neural Field via Unified Complex-Valued Wave Representation
ICCV 2025
PolGS: Polarimetric Gaussian Splatting for Fast Reflective Surface Reconstruction
ICCV 2025
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model Using 3D Whole-Body CT Scans
AAAI 2025
CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data
CVPR 2024
DiLiGenRT: A Photometric Stereo Dataset with Quantified Roughness and Translucency
CVPR 2024
NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images
CVPR 2024
Representing Topological Self-Similarity Using Fractal Feature Maps for Accurate Segmentation of Tubular Structures
ECCV 2024
SfPUEL: Shape from Polarization under Unknown Environment Light
NeurIPS 2024
Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis
ICCV 2023
DiLiGenT-Pi: Photometric Stereo for Planar Surfaces with Rich Details - Benchmark Dataset and Beyond
ICCV 2023
Non-Lambertian Multispectral Photometric Stereo via Spectral Reflectance Decomposition
IJCAI 2023
ReLeaPS : Reinforcement Learning-based Illumination Planning for Generalized Photometric Stereo
ICCV 2023
Improving Certified Robustness via Statistical Learning with Logical Reasoning
NeurIPS 2022
Multispectral Photometric Stereo for Spatially-Varying Spectral Reflectances: A Well Posed Problem?
CVPR 2021
X2CT-GAN: Reconstructing CT From Biplanar X-Rays With Generative Adversarial Networks
CVPR 2019
Layerwise Systematic Scan: Deep Boltzmann Machines and Beyond
AISTATS 2018