Deep Camera Obscura: An Image Restoration Pipeline for Lensless Pinhole Photography

12 August 2021

Papers citing "Deep Camera Obscura: An Image Restoration Pipeline for Lensless Pinhole Photography"

20 / 20 papers shown

Title
FlatNet: Towards Photorealistic Scene Reconstruction from Lensless Measurements Salman S. Khan Varun Sundar Vivek Boominathan Ashok Veeraraghavan Kaushik Mitra 3DV 63 69 0 29 Oct 2020
End-to-end Interpretable Learning of Non-blind Image Deblurring Thomas Eboli Jian Sun Jean Ponce 105 41 0 03 Jul 2020
Defocus Deblurring Using Dual-Pixel Data Abdullah Abuolaim M. S. Brown 127 192 0 01 May 2020
Handheld Mobile Photography in Very Low Light O. Liba K. Murthy Yun-Ta Tsai Tim Brooks Tianfan Xue ... Dillon Sharlet Ryan Geiss Samuel W. Hasinoff Yael Pritch M. Levoy 124 112 0 24 Oct 2019
Learned reconstructions for practical mask-based lensless imaging Kristina Monakhova Joshua Yurtsever Grace Kuo N. Antipa Kyrollos Yanny Laura Waller 41 110 0 30 Aug 2019
Noise Flow: Noise Modeling with Conditional Normalizing Flows A. Abdelhamed Marcus A. Brubaker M. S. Brown 57 174 0 22 Aug 2019
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Orest Kupyn T. Martyniuk Junru Wu Zhangyang Wang 3DV 102 890 0 10 Aug 2019
Deep Stacked Hierarchical Multi-patch Network for Image Deblurring Hongguang Zhang Yuchao Dai Hongdong Li Piotr Koniusz 89 529 0 06 Apr 2019
Toward Convolutional Blind Denoising of Real Photographs Shi Guo Zifei Yan Peng Sun W. Zuo Lei Zhang 103 914 0 12 Jul 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 301 1,188 0 04 May 2018
Reblur2Deblur: Deblurring Videos via Self-Supervised Learning Huaijin Chen Liang Feng Orazio Gallo Ming-Yuan Liu Ashok Veeraraghavan Jan Kautz 81 87 0 16 Jan 2018
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks Orest Kupyn Volodymyr Budzan Mykola Mykhailych Dmytro Mishkin Jirí Matas 3DV 91 1,463 0 19 Nov 2017
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Peng Sun W. Zuo Lei Zhang 128 2,126 0 11 Oct 2017
DiffuserCam: Lensless Single-exposure 3D Imaging N. Antipa Grace Kuo Reinhard Heckel B. Mildenhall E. Bostan Ren Ng Laura Waller VGen 75 395 0 05 Oct 2017
Learning Deep CNN Denoiser Prior for Image Restoration Peng Sun W. Zuo Shuhang Gu Lei Zhang SupR 152 1,847 0 11 Apr 2017
Lensless computational imaging through deep learning Ayan Sinha Justin Lee Shuai Li George Barbastathis 78 520 0 22 Feb 2017
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Peng Sun W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 145 7,012 0 13 Aug 2016
A Neural Approach to Blind Motion Deblurring Ayan Chakrabarti 57 433 0 15 Mar 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,595 0 01 Sep 2014