Learned reconstructions for practical mask-based lensless imaging

30 August 2019

Papers citing "Learned reconstructions for practical mask-based lensless imaging"

28 / 28 papers shown

Title
Towards Robust and Generalizable Lensless Imaging with Modular Learned Reconstruction Eric Bezzam Yohann Perron M. Vetterli 100 0 0 03 Feb 2025
ThinTact:Thin Vision-Based Tactile Sensor by Lensless Imaging Jinfeng Xu Weihang Chen Hongyu Qian Dan Wu Rui Chen 75 1 0 17 Jan 2025
Towards Lensless Image Deblurring with Prior-Embedded Implicit Neural Representations in the Low-Data Regime Abeer Banerjee S. Singh 112 0 0 27 Nov 2024
Anti-biofouling Lensless Camera System with Deep Learning based Image Reconstruction Naoki Ide Tomohiro Kawahara Hiroshi Ueno Daiki Yanagidaira Susumu Takatsuka 20 0 0 02 Oct 2024
PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless Imaging Xin Cai Zhiyuan You Hailong Zhang Wentao Liu Liang Feng Tianfan Xue DiffM 77 5 0 26 Sep 2024
Let There Be Light: Robust Lensless Imaging Under External Illumination With Deep Learning Eric Bezzam Stefan Peters M. Vetterli 3DV 99 1 0 25 Sep 2024
Towards Physics-informed Cyclic Adversarial Multi-PSF Lensless Imaging Abeer Banerjee Sanjay Singh 62 0 0 09 Jul 2024
Learning to See Through Dazzle Xiaopeng Peng Erin F. Fleet A. Watnik Grover A. Swartzlander GAN AAML 74 4 0 24 Feb 2024
Physics-Informed Computer Vision: A Review and Perspectives C. Banerjee Kien Nguyen Clinton Fookes G. Karniadakis PINN AI4CE 90 33 0 29 May 2023
Hand Gestures Recognition in Videos Taken with Lensless Camera Yinger Zhang Zhouyi Wu Peiying Lin Yang Pan Yuting Wu Liufang Zhang J. Huangfu 3DH 47 6 0 15 Oct 2022
Text detection and recognition based on a lensless imaging system Yinger Zhang Zhouyi Wu Peiying Lin Yuting Wu Lusong Wei Zhengjie Huang J. Huangfu 3DV 40 3 0 09 Oct 2022
Learning rich optical embeddings for privacy-preserving lensless image classification Eric Bezzam M. Vetterli Matthieu Simeoni 56 5 0 03 Jun 2022
Physics vs. Learned Priors: Rethinking Camera and Algorithm Design for Task-Specific Imaging Tzofi Klinghoffer S. Somasundaram Kushagra Tiwary Ramesh Raskar 113 8 0 21 Apr 2022
Bayesian Inversion for Nonlinear Imaging Models using Deep Generative Priors Pakshal Bohra Thanh-an Michel Pham Jonathan Dong M. Unser MedIm 92 11 0 18 Mar 2022
Unrolled Primal-Dual Networks for Lensless Cameras Oliver Kingshott N. Antipa E. Bostan K. Akşit 3DV 64 10 0 08 Mar 2022
Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging Samuel Pinilla Kumar Vijay Mishra I. Shevkunov M. Soltanalian V. Katkovnik K. Egiazarian 41 15 0 03 Mar 2022
Coded Illumination for Improved Lensless Imaging Yucheng Zheng M. Salman Asif 3DV 48 3 0 25 Nov 2021
$Diffractive lensless imaging with optimized Voronoi-Fresnel phase$ Diffractive lensless imaging with optimized Voronoi-Fresnel phase Q. Fu Dong Yan Wolfgang Heidrich 57 5 0 28 Sep 2021
A Simple Framework for 3D Lensless Imaging with Programmable Masks Yucheng Zheng Yi Hua Aswin C. Sankaranarayanan M. Salman Asif 73 9 0 18 Aug 2021
Deep Camera Obscura: An Image Restoration Pipeline for Lensless Pinhole Photography Joshua D. Rego Huaijin Chen Shuai Li Liang Feng Suren Jayasuriya 42 3 0 12 Aug 2021
A Machine-learning Based Initialization for Joint Statistical Iterative Dual-energy CT with Application to Proton Therapy Tao Ge Maria Medrano Rui Liao D. Politte J. Williamson Joseph O'Sullivan 22 0 0 30 Jul 2021
FourierNets enable the design of highly non-local optical encoders for computational imaging Diptodip Deb Zhenfei Jiao Ruth R. Sims Alex B. Chen M. Broxton M. Ahrens Kaspar Podgorski Srinivas C. Turaga AI4CE 18 9 0 21 Apr 2021
Untrained networks for compressive lensless photography Kristina Monakhova V. Tran Grace Kuo Laura Waller 80 28 0 13 Mar 2021
FlatNet: Towards Photorealistic Scene Reconstruction from Lensless Measurements Salman S. Khan Varun Sundar Vivek Boominathan Ashok Veeraraghavan Kaushik Mitra 3DV 74 69 0 29 Oct 2020
Spectral DiffuserCam: lensless snapshot hyperspectral imaging with a spectral filter array Kristina Monakhova Kyrollos Yanny Neerja Aggarwal Laura Waller 76 127 0 15 Jun 2020
Image Restoration for Under-Display Camera Yuqian Zhou D. Ren N. Emerton Sehoon Lim T. Large 114 70 0 10 Mar 2020
Joint Image and Depth Estimation with Mask-Based Lensless Cameras Yucheng Zheng M. Salman Asif 3DV 107 15 0 06 Oct 2019
Blending Diverse Physical Priors with Neural Networks Yunhao Ba Guangyuan Zhao A. Kadambi PINN AI4CE 57 32 0 01 Oct 2019