Deep Optics for Single-Shot High-Dynamic-Range Imaging
Metzler, Christopher A., Ikoma, Hayato, Peng, Yifan, Wetzstein, Gordon
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.01.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.01.2020)
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Conference Proceeding
From Denoising to Compressed Sensing
Metzler, Christopher A., Maleki, Arian, Baraniuk, Richard G.
Published in IEEE transactions on information theory (01.09.2016)
Published in IEEE transactions on information theory (01.09.2016)
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Journal Article
Expectation Consistent Plug-and-Play for MRI
Shastri, Saurav K., Ahmad, Rizwan, Metzler, Christopher A., Schniter, Philip
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.01.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.01.2022)
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Conference Proceeding
Journal Article
Deep-inverse correlography: towards real-time high-resolution non-line-of-sight imaging
Metzler, Christopher A., Heide, Felix, Rangarajan, Prasana, Balaji, Muralidhar Madabhushi, Viswanath, Aparna, Veeraraghavan, Ashok, Baraniuk, Richard G.
Published in Optica (20.01.2020)
Published in Optica (20.01.2020)
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Journal Article
Supervision by Denoising
Young, Sean I., Dalca, Adrian V., Ferrante, Enzo, Golland, Polina, Metzler, Christopher A., Fischl, Bruce, Iglesias, Juan Eugenio
Published in IEEE transactions on pattern analysis and machine intelligence (28.07.2023)
Published in IEEE transactions on pattern analysis and machine intelligence (28.07.2023)
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Journal Article
The Effect of the Cosmic Web on Cluster Weak Lensing Mass Estimates
Metzler, Christopher A, White, Martin, Loken, Chris
Published in The Astrophysical journal (01.02.2001)
Published in The Astrophysical journal (01.02.2001)
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Journal Article
NeuWS: Neural wavefront shaping for guidestar-free imaging through static and dynamic scattering media
Feng, Brandon Y, Guo, Haiyun, Xie, Mingyang, Boominathan, Vivek, Sharma, Manoj K, Veeraraghavan, Ashok, Metzler, Christopher A
Published in Science advances (28.06.2023)
Published in Science advances (28.06.2023)
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Journal Article
Adaptive LPD Radar Waveform Design with Generative Adversarial Neural Networks
Ziemann, Matthew R., Metzler, Christopher A.
Published in 2023 57th Asilomar Conference on Signals, Systems, and Computers (29.10.2023)
Published in 2023 57th Asilomar Conference on Signals, Systems, and Computers (29.10.2023)
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Conference Proceeding
TurbuGAN: An Adversarial Learning Approach to Spatially-Varying Multiframe Blind Deconvolution With Applications to Imaging Through Turbulence
Feng, Brandon Y., Xie, Mingyang, Metzler, Christopher A.
Published in IEEE journal on selected areas in information theory (01.09.2022)
Published in IEEE journal on selected areas in information theory (01.09.2022)
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Journal Article
Transformers for Robust Radar Waveform Classification
Ziemann, Matthew R., Metzler, Christopher A.
Published in 2022 56th Asilomar Conference on Signals, Systems, and Computers (31.10.2022)
Published in 2022 56th Asilomar Conference on Signals, Systems, and Computers (31.10.2022)
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Conference Proceeding
BM3D-AMP: A new image recovery algorithm based on BM3D denoising
Metzler, Christopher A., Maleki, Arian, Baraniuk, Richard G.
Published in 2015 IEEE International Conference on Image Processing (ICIP) (01.09.2015)
Published in 2015 IEEE International Conference on Image Processing (ICIP) (01.09.2015)
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Conference Proceeding
Imaging Through Turbulence with GANs
Feng, Brandon Y., Xie, Mingyang, Metzler, Christopher A.
Published in 2022 56th Asilomar Conference on Signals, Systems, and Computers (31.10.2022)
Published in 2022 56th Asilomar Conference on Signals, Systems, and Computers (31.10.2022)
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Conference Proceeding
Suremap: Predicting Uncertainty in Cnn-Based Image Reconstructions Using Stein's Unbiased Risk Estimate
Kitichotkul, Ruangrawee, Metzler, Christopher A., Ong, Frank, Wetzstein, Gordon
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
ANCHOR: Global Parametrized Ionospheric Data Assimilation
Forsythe, Victoriya V., McDonald, Sarah E., Dymond, Kenneth F., Fritz, Bruce A., Burrell, Angeline G., Zawdie, Katherine A., Drob, Douglas P., Burleigh, Meghan R., Hickey, Dustin A., Metzler, Christopher A., Kuhl, David D., Hodyss, Daniel, Hughes, Joe H.
Published in Space weather (01.07.2024)
Published in Space weather (01.07.2024)
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Journal Article
Inverse Scattering via Transmission Matrices: Broadband Illumination and Fast Phase Retrieval Algorithms
Sharma, Manoj Kumar, Metzler, Christopher A., Nagesh, Sudarshan, Baraniuk, Richard G., Cossairt, Oliver, Veeraraghavan, Ashok
Published in IEEE transactions on computational imaging (2020)
Published in IEEE transactions on computational imaging (2020)
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Journal Article
Depth from Defocus with Learned Optics for Imaging and Occlusion-aware Depth Estimation
Ikoma, Hayato, Nguyen, Cindy M., Metzler, Christopher A., Peng, Yifan, Wetzstein, Gordon
Published in 2021 IEEE International Conference on Computational Photography (ICCP) (23.05.2021)
Published in 2021 IEEE International Conference on Computational Photography (ICCP) (23.05.2021)
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Conference Proceeding