Deep Optics for Single-shot High-dynamic-range Imaging

1 August 2019

Christopher A. Metzler

Papers citing "Deep Optics for Single-shot High-dynamic-range Imaging"

21 / 21 papers shown

Title
Minimalist Vision with Freeform Pixels Jeremy Klotz Shree K. Nayar 57 3 0 03 Jan 2025
Learning to See Through Dazzle Xiaopeng Peng Erin F. Fleet A. Watnik Grover A. Swartzlander GAN AAML 36 4 0 24 Feb 2024
Depolarized Holography with Polarization-multiplexing Metasurface Seung-Woo Nam Youngjin Kim Dong-Yon Kim Yoonchan Jeong 24 11 0 26 Sep 2023
$Curriculum Learning for ab initio Deep Learned Refractive Optics$ Curriculum Learning for ab initio Deep Learned Refractive Optics Xinge Yang Q. Fu Wolfgang Heidrich 23 19 0 02 Feb 2023
Unidirectional Imaging using Deep Learning-Designed Materials Jingxi Li Tianyi Gan Yifan Zhao Bijie Bai Chentianfei Shen Songyu Sun Mona Jarrahi Aydogan Ozcan MedIm 33 34 0 05 Dec 2022
DAD vision: opto-electronic co-designed computer vision with division adjoint method Zihan Zang Hao Wang Yunpeng Xu 27 0 0 04 Nov 2022
Annular Computational Imaging: Capture Clear Panoramic Images through Simple Lens Zhijie Xu Haowen Shi Lei Sun Shaohua Gao Kailun Yang Kaiwei Wang 42 17 0 13 Jun 2022
Physics vs. Learned Priors: Rethinking Camera and Algorithm Design for Task-Specific Imaging Tzofi Klinghoffer S. Somasundaram Kushagra Tiwary Ramesh Raskar 31 8 0 21 Apr 2022
Learning Spatially Varying Pixel Exposures for Motion Deblurring Cindy M. Nguyen Julien N. P. Martel Gordon Wetzstein 27 16 0 14 Apr 2022
Video Reconstruction from a Single Motion Blurred Image using Learned Dynamic Phase Coding E. Yosef Shay Elmalem Raja Giryes 38 5 0 28 Dec 2021
MantissaCam: Learning Snapshot High-dynamic-range Imaging with Perceptually-based In-pixel Irradiance Encoding Haley M. So Julien N. P. Martel Piotr Dudek Gordon Wetzstein 37 9 0 09 Dec 2021
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision J. Suo Weihang Zhang Jin Gong Xin Yuan D. Brady Qionghai Dai 50 23 0 18 Sep 2021
A Simple Framework for 3D Lensless Imaging with Programmable Masks Yucheng Zheng Yi Hua Aswin C. Sankaranarayanan Ulugbek S. Kamilov 30 9 0 18 Aug 2021
CodedStereo: Learned Phase Masks for Large Depth-of-field Stereo Shiyu Tan Yichen Wu Shoou-I Yu Ashok Veeraraghavan 36 16 0 09 Apr 2021
Time-Multiplexed Coded Aperture Imaging: Learned Coded Aperture and Pixel Exposures for Compressive Imaging Systems Edwin Vargas Julien N. P. Martel Gordon Wetzstein Henry Arguello 24 23 0 06 Apr 2021
HDR Video Reconstruction: A Coarse-to-fine Network and A Real-world Benchmark Dataset Guanying Chen Chaofeng Chen Shi Guo Zhetong Liang Kwan-Yee K. Wong Lei Zhang 3DV AI4TS 21 55 0 27 Mar 2021
SaccadeCam: Adaptive Visual Attention for Monocular Depth Sensing Brevin Tilmon S. Koppal MDE 30 5 0 24 Mar 2021
Polka Lines: Learning Structured Illumination and Reconstruction for Active Stereo Seung-Hwan Baek Felix Heide 3DV 22 28 0 26 Nov 2020
$Single-shot Hyperspectral-Depth Imaging with Learned Diffractive Optics$ Single-shot Hyperspectral-Depth Imaging with Learned Diffractive Optics Seung-Hwan Baek H. Ikoma D. S. Jeon Yuqi Li Wolfgang Heidrich Gordon Wetzstein Min H. Kim MDE 22 79 0 01 Sep 2020
Deep Learning Techniques for Inverse Problems in Imaging Greg Ongie A. Jalal Christopher A. Metzler Richard G. Baraniuk A. Dimakis Rebecca Willett 15 521 0 12 May 2020
Physics-enhanced machine learning for virtual fluorescence microscopy Colin L. Cooke Fanjie Kong A. Chaware Kevin C Zhou Kanghyun Kim Rong Xu D. Ando Samuel J. Yang P. C. Konda R. Horstmeyer AI4CE 30 17 0 09 Apr 2020