Publications

Computational Imaging Group

Years:



2018
N. Smith, N. Moehrle, M. Goesele, W. Heidrich:
Aerial Path Planning for Urban Scene Reconstruction -- A Continuous Optimization Method and Benchmark
ACM Transactions on Graphics (Proc. SIGGRAPH Asia), 2018
Project page
J. Chang, V. Sitzmann, X. Dun, W. Heidrich, G. Wetzstein:
Hybrid Optical-Electronic Convolutional Neural Networks
Scientific Reports, 2018
G. Zang, M. Aly, R. Idoughi, P. Wonka, W. Heidrich:
Super-Resolution and Sparse View CT Reconstruction
ECCV, 2018
Project page
L. Xiao, F. Heide, W. Heidrich, B. Schölkopf, M. Hirsch:
Discriminative Transfer Learning for General Image Restoration
IEEE Transactions on Image Processing, 2018
G. Zang, R. Idoughi, R. Tao, G. Lubineau, P. Wonka, W. Heidrich:
Space-time Tomography for Continuously Deforming Objects
ACM Transactions on Graphics (Proc. SIGGRAPH), 2018
Project page
C. Wang, Q. Fu, X. Dun, W. Heidrich:
Megapixel Adaptive Optics: Towards Correcting Large-scale Distortions in Computational Cameras
ACM Transactions on Graphics (Proc. SIGGRAPH), 2018
Project page
V. Sitzmann, S. Diamond, Y. Peng, X. Dun, S. Boyd, W. Heidrich, F. Heide, G. Wetzstein:
End-to-end Optimization of Optics and Image Processing for Achromatic Extended Depth of Field and Super-resolution Imaging
ACM Transactions on Graphics (Proc. SIGGRAPH), 2018
Project page
T. Auzinger, W. Heidrich, B. Bickel:
Computational Design of Nanostructural Color for Additive Manufacturing
ACM Transactions on Graphics (Proc. SIGGRAPH), 2018
Project page
M.-L. Eckert, W. Heidrich, N. Thuerey:
Coupled Fluid Density and Motion from Single Views
Symposium on Computer Animation, 2018
Project page
(Best Paper Award)
Q. Sun, X. Dun, Y. Peng, W. Heidrich:
Depth and Transient Imaging with Compressive SPAD Array Cameras
CVPR, 2018
Project page
S. Su, F. Heide, G. Wetzstein, W. Heidrich:
Deep End-to-End Time-of-Flight Imaging
CVPR, 2018
Project page
J. Xiong, Q. Fu, R. Idoughi, W. Heidrich:
Reconfigurable Rainbow PIV for 3D Flow Measurement
ICCP, 2018
Project page
Y. Peng, X. Dun, Q. Sun, F. Heide, W. Heidrich:
Focal Sweep Imaging with Multi-focal Diffractive Optics
ICCP, 2018
Project page


2017
Y. Peng, X. Dun, Q. Sun, W. Heidrich:
Mix-and-Match Holography
ACM Transactions on Graphics (Proc. SIGGRAPH Asia), 2017
Project page
B. Choudhury, R. Swanson, F. Heide, G. Wetzstein, W. Heidrich:
Consensus Convolutional Sparse Coding
ICCV, 2017
Project page
T. Sun, Y. Peng, W. Heidrich:
Revisiting Cross-channel Information Transfer for Chromatic Aberration Correction
ICCV, 2017
Project page
M. Li, R. Idoughi, B. Choudhury, W. Heidrich:
Statistical model for OCT image denoising
Biomedical Optics Express, 2017
Project page
J. Xiong, R. Idoughi, A. Aguirre-Pablo, A. Aljedaani, X. Dun, Q. Fu, S. Thoroddsen, W. Heidrich:
Rainbow Particle Imaging Velocimetry for Dense 3D Fluid Velocity Imaging
ACM Transactions on Graphics (Proc. SIGGRAPH), 2017
Project page
S. Su, M. Delbracio, J. Wang, G. Sapiro, W. Heidrich, O. Wang:
Deep Video Deblurring for Hand-held cameras
CVPR, 2017
(spotlight presentation)
C. Wang, X. Dun, Q. Fu, W. Heidrich:
Ultra-High Resolution Coded Wavefront Sensor
Optics Express, 2017
Project page
G. Damberg, R. Boitard, A. Ballestad, W. Heidrich:
Light Steering Projection Systems and Attributes for HDR Displays
SID Digest, 2017
M. Li:
Multiple Scattering Model for Optical Coherence Tomography with Rytov Approximation
KAUST Master Thesis, 2017


2016
W. Heidrich, (ed.):
Proceedings of ACM SIGGRAPH ASIA 2016
ACM Transactions on Graphics, 2016
F. Heide, Q. Fu, Y. Peng, W. Heidrich:
Encoded diffractive optics for full-spectrum computational imaging
Scientific Reports, 2016
L. Xiao, J. Wang, W. Heidrich, M. Hirsch:
Learning High-Order Filters for Efficient Blind Deconvolution of Document Photographs
ECCV, 2016
(spotlight presentation)
Y. Peng, Q. Fu, W. Heidrich:
The Diffractive Achromat -- Full Spectrum Computational Imaging with Diffractive Optics
ACM Transactions on Graphics (Proc. SIGGRAPH), 2016
Project page
S. Shrestha, F. Heide, W. Heidrich, G. Wetzstein:
Computational Imaging with Phased Time-of-Flight Camera Arrays
ACM Transactions on Graphics (Proc. SIGGRAPH), 2016
Project page
F. Heide, S. Diamond, M. Niessner, J. Ragan-Kelley, W. Heidrich, G. Wetzstein:
ProxImaL: Efficient Image Optimization using Proximal Algorithms
ACM Transactions on Graphics (Proc. SIGGRAPH), 2016
S. Su, F. Heide, R. Swanson, J. Klein, C. Callenberg, M. Hullin, W. Heidrich:
Material Classification Using Raw Time-of-Flight Measurements
CVPR, 2016
Project page
O. Cossairt, J. Yu, W. Heidrich, (eds.):
Proceedings of the International Conference of Computational Photography 2016
IEEE, 2016
G. Damberg, J. Gregson, W. Heidrich:
High Brightness HDR Projection Using Dynamic Freeform Lensing
ACM Transactions on Graphics, 2016
G. Zang:
Industrial Computed Tomography using Proximal Algorithm
KAUST Master Thesis, 2016
C. Wang:
Coded Shack-Hartmann Wavefront Sensor
KAUST Master Thesis, 2016


2015
Y. Peng, Q. Fu, H. Amata, S. Su, F. Heide, W. Heidrich:
Computational imaging using lightweight diffractive-refractive optics
Optics Express, 2015
F. Heide, M. Hullin, G. Wetzstein, W. Heidrich:
Doppler Time-of-Flight Imaging
ACM Transactions on Graphics (Proc. SIGGRAPH), 2015
F. Heide, G. Wetzstein, W. Heidrich:
Fast and Flexible Convolutional Sparse Coding
CVPR, 2015
(oral paper)
S. Su, W. Heidrich:
Rolling Shutter Motion Deblurring
CVPR, 2015
L. Xiao, F. Heide, M. O'Toole, A. Kolb, M. Hullin, K. Kutulakos, W. Heidrich:
Defocus Deblurring and Superresolution for Time-of-Flight Depth Cameras
CVPR, 2015
L. Xiao, J. Gregson, F. Heide, W. Heidrich:
Stochastic Blind Motion Deblurring
IEEE Transactions on Image Processing, 2015
G. Damberg, W. Heidrich:
Efficient freeform lens optimization for computational caustic displays
Optics Express, 2015


2014
F. Heide, M. Steinberger, YT. Tsai, M. Rouf, D. Pająk, D. Reddy, O. Gallo, J. Liu, W. Heidrich, K. Egiazarian, J. Kautz, K. Pulli:
FlexISP: A Flexible Camera Image Processing Framework
ACM Transactions on Graphics (Proc. SIGGRAPH Asia), 2014
Project page
G. Wetzstein, W. Heidrich, R. Raskar:
Computational Schlieren Photography with Light Field Probes
IJCV, 2014
Project page
F. Heide, L. Xiao, A. Kolb, M. Hullin, W. Heidrich:
Imaging in scattering media using correlation image sensors and sparse convolutional coding
Optics Express, 2014
Project page
J. Gregson, I. Ihrke, N. Thuerey, W. Heidrich:
From Capture to Simulation -- Connecting Forward and Inverse Problems in Fluids
ACM Transactions on Graphics (Proc. SIGGRAPH), 2014
Project page
M. O'Toole, F. Heide, L. Xiao, M. Hullin, W. Heidrich, K. Kutulakos:
Temporal Frequency Probing for 5D Transient Analysis of Global Light Transport
ACM Transactions on Graphics (Proc. SIGGRAPH), 2014
Project page
F. Heide, J. Gregson, G. Wetzstein, R. Raskar, W. Heidrich:
A Compressive Superresolution Display
Computational Optical Sensing and Imaging COSI, 2014
Project page
F. Heide, L. Xiao, W. Heidrich, M. Hullin:
Diffuse Mirrors: 3D Reconstruction from Diffuse Indirect Illumination Using Inexpensive Time-of-Flight Sensors
CVPR, 2014
Project page
(oral paper)
F. Heide, J. Gregson, G. Wetzstein, R. Raskar, W. Heidrich:
Compressive multi-mode superresolution display
Optics Express, 2014
Project page