Wolfgang Heidrich
25 papers · 2013–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (34) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Deep Specialist
(12)
π
Keyword Champion
(3)
π§
Keyword Pioneer
β‘
Prolific Year Β· Productive
ποΈ
Keyword Collector
(105)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(18)
Processing
(14)
Deep Learning
(10)
Machine Learning
(10)
Analysis
(9)
Core Methods
(6)
Domain-Specific
(5)
Learning Types
(5)
Optimization & Theory Β· Machine Learning
(5)
Architectures
(3)
Optimization & Theory Β· Deep Learning
(3)
Computer Science
(2)
Mathematics & Optimization
(2)
Application Areas
(2)
Applications
(2)
Keywords
image reconstruction
(5)
depth estimation
(5)
3d reconstruction
(3)
image deblurring
(3)
convolutional neural network
(3)
neural network
(3)
time-of-flight imaging
(3)
computational imaging
(3)
compressive sensing
(2)
depth reconstruction
(2)
diffractive optics
(2)
image restoration
(2)
tomographic reconstruction
(2)
diffractive optical element
(2)
single-shot imaging
(2)
end-to-end learning
(2)
time-of-flight sensor
(2)
motion blur
(1)
matrix factorization
(1)
multispectral imaging
(1)
Papers
Latent Space Imaging
CVPR 2025
Learned Binocular-Encoding Optics for RGBD Imaging Using Joint Stereo and Focus Cues
CVPR 2025
Learning Adaptive Tensorial Density Fields for Clean Cryo-ET Reconstruction
NeurIPS 2023
In-the-Wild Single Camera 3D Reconstruction Through Moving Water Surfaces
ICCV 2021
IntraTomo: Self-Supervised Learning-Based Tomography via Sinogram Synthesis and Prediction
ICCV 2021
Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging
CVPR 2021
Multispectral Illumination Estimation Using Deep Unrolling Network
ICCV 2021
Seeing in Extra Darkness Using a Deep-Red Flash
CVPR 2021
Single-Shot Hyperspectral-Depth Imaging With Learned Diffractive Optics
ICCV 2021
Learning Rank-1 Diffractive Optics for Single-Shot High Dynamic Range Imaging
CVPR 2020
Reflection Separation via Multi-bounce Polarization State Tracing
ECCV 2020
Stereo Event-based Particle Tracking Velocimetry for 3D Fluid Flow Reconstruction
ECCV 2020
TomoFluid: Reconstructing Dynamic Fluid From Sparse View Videos
CVPR 2020
Deep End-to-End Time-of-Flight Imaging
CVPR 2018
Depth and Transient Imaging With Compressive SPAD Array Cameras
CVPR 2018
Super-Resolution and Sparse View CT Reconstruction
ECCV 2018
Consensus Convolutional Sparse Coding
ICCV 2017
Deep Video Deblurring for Hand-Held Cameras
CVPR 2017
Revisiting Cross-Channel Information Transfer for Chromatic Aberration Correction
ICCV 2017
Material Classification Using Raw Time-Of-Flight Measurements
CVPR 2016
Defocus Deblurring and Superresolution for Time-of-Flight Depth Cameras
CVPR 2015
Fast and Flexible Convolutional Sparse Coding
CVPR 2015
Rolling Shutter Motion Deblurring
CVPR 2015
Diffuse Mirrors: 3D Reconstruction from Diffuse Indirect Illumination Using Inexpensive Time-of-Flight Sensors
CVPR 2014
Stochastic Deconvolution
CVPR 2013