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COMISR: Compression-Informed Video Super-Resolution


May 04, 2021
Yinxiao Li, Pengchong Jin, Feng Yang, Ce Liu, Ming-Hsuan Yang, Peyman Milanfar

* 14 pages, 13 figures 

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Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them from 2D Renderings


Apr 29, 2021
Innfarn Yoo, Huiwen Chang, Xiyang Luo, Ondrej Stava, Ce Liu, Peyman Milanfar, Feng Yang


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Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods


Apr 03, 2021
Mangal Prakash, Mauricio Delbracio, Peyman Milanfar, Florian Jug


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Patch Craft: Video Denoising by Deep Modeling and Patch Matching


Mar 25, 2021
Gregory Vaksman, Michael Elad, Peyman Milanfar


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Learning to Resize Images for Computer Vision Tasks


Mar 17, 2021
Hossein Talebi, Peyman Milanfar


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High Perceptual Quality Image Denoising with a Posterior Sampling CGAN


Mar 17, 2021
Guy Ohayon, Theo Adrai, Gregory Vaksman, Michael Elad, Peyman Milanfar


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Mobile Computational Photography: A Tour


Mar 10, 2021
Mauricio Delbracio, Damien Kelly, Michael S. Brown, Peyman Milanfar


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Deep Perceptual Image Quality Assessment for Compression


Mar 01, 2021
Juan Carlos Mier, Eddie Huang, Hossein Talebi, Feng Yang, Peyman Milanfar


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Polyblur: Removing mild blur by polynomial reblurring


Dec 16, 2020
Mauricio Delbracio, Ignacio Garcia-Dorado, Sungjoon Choi, Damien Kelly, Peyman Milanfar


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Projected Distribution Loss for Image Enhancement


Dec 16, 2020
Mauricio Delbracio, Hossein Talebi, Peyman Milanfar


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Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data


Dec 06, 2020
Abdullah Abuolaim, Mauricio Delbracio, Damien Kelly, Michael S. Brown, Peyman Milanfar


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Rank-smoothed Pairwise Learning In Perceptual Quality Assessment


Nov 21, 2020
Hossein Talebi, Ehsan Amid, Peyman Milanfar, Manfred K. Warmuth

* IEEE International Conference on Image Processing (ICIP) 2020 

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Multi-path Neural Networks for On-device Multi-domain Visual Classification


Oct 10, 2020
Qifei Wang, Junjie Ke, Joshua Greaves, Grace Chu, Gabriel Bender, Luciano Sbaiz, Alec Go, Andrew Howard, Feng Yang, Ming-Hsuan Yang, Jeff Gilbert, Peyman Milanfar

* conference 

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The Rate-Distortion-Accuracy Tradeoff: JPEG Case Study


Aug 03, 2020
Xiyang Luo, Hossein Talebi, Feng Yang, Michael Elad, Peyman Milanfar


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Regularization by Denoising via Fixed-Point Projection (RED-PRO)


Aug 01, 2020
Regev Cohen, Michael Elad, Peyman Milanfar

* 34 Pages, 6 figures, 9 tables 

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GIFnets: Differentiable GIF Encoding Framework


Jun 24, 2020
Innfarn Yoo, Xiyang Luo, Yilin Wang, Feng Yang, Peyman Milanfar

* The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, pp. 14473-14482 

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Creating High Resolution Images with a Latent Adversarial Generator


Mar 04, 2020
David Berthelot, Peyman Milanfar, Ian Goodfellow


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Super-Resolving Commercial Satellite Imagery Using Realistic Training Data


Feb 26, 2020
Xiang Zhu, Hossein Talebi, Xinwei Shi, Feng Yang, Peyman Milanfar


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Image Stylization: From Predefined to Personalized


Feb 22, 2020
Ignacio Garcia-Dorado, Pascal Getreuer, Bartlomiej Wronski, Peyman Milanfar

* 14 pages, 22 figures. arXiv admin note: text overlap with arXiv:1712.06654 

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Better Compression with Deep Pre-Editing


Feb 01, 2020
Hossein Talebi, Damien Kelly, Xiyang Luo, Ignacio Garcia Dorado, Feng Yang, Peyman Milanfar, Michael Elad


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Distortion Agnostic Deep Watermarking


Jan 14, 2020
Xiyang Luo, Ruohan Zhan, Huiwen Chang, Feng Yang, Peyman Milanfar


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Low-Weight and Learnable Image Denoising


Nov 17, 2019
Gregory Vaksman, Michael Elad, Peyman Milanfar


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Deep K-SVD Denoising


Sep 28, 2019
Meyer Scetbon, Michael Elad, Peyman Milanfar


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Handheld Multi-Frame Super-Resolution


May 08, 2019
Bartlomiej Wronski, Ignacio Garcia-Dorado, Manfred Ernst, Damien Kelly, Michael Krainin, Chia-Kai Liang, Marc Levoy, Peyman Milanfar

* 24 pages, accepted to Siggraph 2019 Technical Papers program 

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DeepRED: Deep Image Prior Powered by RED


Mar 25, 2019
Gary Mataev, Michael Elad, Peyman Milanfar


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NIMA: Neural Image Assessment


Apr 26, 2018
Hossein Talebi, Peyman Milanfar

* IEEE Transactions on Image Processing 2018 

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Rendition: Reclaiming what a black box takes away


Apr 23, 2018
Peyman Milanfar


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Local Kernels that Approximate Bayesian Regularization and Proximal Operators


Mar 09, 2018
Frank Ong, Peyman Milanfar, Pascal Getreuer


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