Noise2Noise: Learning Image Restoration without Clean Data

Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren, +4

arXiv (Cornell University)

EngineeringMachine LearningDeblurringImage AnalysisData Science +16

Noise2Noise: Learning image restoration without clean data

Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren, +4

Aaltodoc (Aalto University)

Extracting Triangular 3D Models, Materials, and Lighting From Images

Jacob Munkberg, Wenzheng Chen, Jon Hasselgren, +5

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Realistic RenderingEngineering3D ModelingComputer-aided DesignComputational Illumination +17

Adaptive enhancement and noise reduction in very low light-level video

Henrik Malm, Magnus Oskarsson, Eric J. Warrant, +3

DeblurringImage AnalysisMachine VisionEngineeringPattern Recognition +12

Stochastic rasterization using time-continuous triangles

Tomas Akenine‐Möller, Jacob Munkberg, Jon Hasselgren

International Conference on Computer Graphics and Interactive Techniques

Realistic RenderingEngineeringStatistical Signal ProcessingImage AnalysisStochastic Rasterizer +14

Flexible Isosurface Extraction for Gradient-Based Mesh Optimization

Tianchang Shen, Jacob Munkberg, Jon Hasselgren, +7

ACM Transactions on Graphics

Numerical AnalysisEngineeringGeometryGeometry GenerationComputer-aided Design +17

High dynamic range texture compression for graphics hardware

Jacob Munkberg, Petrik Clarberg, Jon Hasselgren, +1

ACM Transactions on Graphics

Lossy CompressionImage AnalysisGraphics HardwareEngineeringFixed-rate Compression +9

Neural Temporal Adaptive Sampling and Denoising

Jon Hasselgren, Jacob Munkberg, Marco Salvi, +2

Computer Graphics Forum

Sampling (Signal Processing)Temporal StabilityImage AnalysisMachine LearningEngineering +13

Neural Fields Meet Explicit Geometric Representations for Inverse Rendering of Urban Scenes

Zian Wang, Tianchang Shen, Jun Gao, +6

Realistic RenderingExplicit MeshEngineeringComputational IlluminationIllumination Modeling +15

Efficient depth buffer compression

Jon Hasselgren, Tomas Akenine‐Möller

Geometric ModelingData CompressionLossy CompressionGeometry CompressionHigh Compression Ratios +12