Pravin Nair

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All published works

Action	Title	Year	Authors
+	On the Construction of Averaged Deep Denoisers for Image Regularization	2022	Pravin Nair Kunal N. Chaudhury
+	Plug-and-Play Regularization using Linear Solvers	2022	Pravin Nair Kunal N. Chaudhury
+ PDF Chat	Plug-and-Play Regularization Using Linear Solvers	2022	Pravin Nair Kunal N. Chaudhury
+	Guided Nonlocal Patch Regularization and Efficient Filtering-Based Inversion for Multiband Fusion	2022	V. S. Unni Pravin Nair Kunal N. Chaudhury
+ PDF Chat	Guided Nonlocal Patch Regularization and Efficient Filtering-Based Inversion for Multiband Fusion	2022	V. S. Unni Pravin Nair Kunal N. Chaudhury
+ PDF Chat	Fixed-Point and Objective Convergence of Plug-and-Play Algorithms	2021	Pravin Nair Ruturaj G. Gavaskar Kunal N. Chaudhury
+ PDF Chat	Fast High-Dimensional Kernel Filtering	2019	Pravin Nair Kunal N. Chaudhury
+ PDF Chat	Fast High-Dimensional Bilateral and Nonlocal Means Filtering	2018	Pravin Nair Kunal N. Chaudhury
+ PDF Chat	Optimized Fourier Bilateral Filtering	2018	Sanjay Ghosh Pravin Nair Kunal N. Chaudhury

Common Coauthors

Coauthor	Papers Together
Kunal N. Chaudhury	9
V. S. Unni	1
V. S. Unni	1
Ruturaj G. Gavaskar	1
Sanjay Ghosh	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Fast $O(1)$ Bilateral Filtering Using Trigonometric Range Kernels	2011	Kunal N. Chaudhury Daniel Sage Michaël Unser	3
+ PDF Chat	Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems	2017	Tim Meinhardt Michael Moeller Caner Hazırbaş Daniel Cremers	2
+	Local Smoothing Neighborhood Filters	2015	Jean‐Michel Morel Antoni Buades Tomeu Coll	2
+ PDF Chat	The Little Engine That Could: Regularization by Denoising (RED)	2017	Yaniv Romano Michael Elad Peyman Milanfar	2
+	Convex Analysis and Monotone Operator Theory in Hilbert Spaces	2017	Heinz H. Bauschke Patrick L. Combettes	2
+	Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation	2016	Suhas Sreehari Singanallur Venkatakrishnan Brendt Wohlberg Gregery T. Buzzard Lawrence F. Drummy Jeffrey P. Simmons Charles A. Bouman	2
+	Plug-and-Play Methods Provably Converge with Properly Trained Denoisers	2019	Ernest K. Ryu Jialin Liu Sicheng Wang Xiaohan Chen Zhangyang Wang Wotao Yin	2
+ PDF Chat	Fast and Provably Accurate Bilateral Filtering	2016	Kunal N. Chaudhury Swapnil Deelip Dabhade	2
+ PDF Chat	GAN-Based Projector for Faster Recovery With Convergence Guarantees in Linear Inverse Problems	2019	Ankit Raj Yuqi Li Yoram Bresler	2
+	Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors	2019	Gauri Jagatap Chinmay Hegde	2
+ PDF Chat	Denoising Prior Driven Deep Neural Network for Image Restoration	2018	Weisheng Dong Peiyao Wang Wotao Yin Guangming Shi Fangfang Wu Xiaotong Lu	2
+ PDF Chat	Image Restoration by Iterative Denoising and Backward Projections	2018	Tom Tirer Raja Giryes	2
+ PDF Chat	Regularization by Denoising via Fixed-Point Projection (RED-PRO)	2021	Regev Cohen Michael Elad Peyman Milanfar	2
+ PDF Chat	Learning Deep CNN Denoiser Prior for Image Restoration	2017	Kai Zhang Wangmeng Zuo Shuhang Gu Lei Zhang	2
+ PDF Chat	Plug-and-Play ADMM for Image Restoration: Fixed-Point Convergence and Applications	2016	Stanley H. Chan Xiran Wang Omar A. Elgendy	2
+ PDF Chat	Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising	2017	Kai Zhang Wangmeng Zuo Yunjin Chen Deyu Meng Lei Zhang	2
+ PDF Chat	Fast High-Dimensional Bilateral and Nonlocal Means Filtering	2018	Pravin Nair Kunal N. Chaudhury	2
+	DeepRED: Deep Image Prior Powered by RED	2019	Gary Mataev Michael Elad Peyman Milanfar	2
+ PDF Chat	Plug-and-Play Unplugged: Optimization-Free Reconstruction Using Consensus Equilibrium	2018	Gregery T. Buzzard Stanley H. Chan Suhas Sreehari Charles A. Bouman	2
+ PDF Chat	Fast bilateral filtering of vector-valued images	2016	Sanjay Ghosh Kunal N. Chaudhury	2
+ PDF Chat	Nonlinear wavelet image processing: variational problems, compression, and noise removal through wavelet shrinkage	1998	Antonin Chambolle Ronald A. De Vore Nam Yong Lee Bradley J. Lucier	1
+ PDF Chat	Fast separable nonlocal means	2016	Sanjay Ghosh Kunal N. Chaudhury	1
+ PDF Chat	A survey of pansharpening methods with a new band-decoupled variational model	2017	Joan Duran Antoni Buades B. Coll Catalina Sbert Gwendoline Blanchet	1
+ PDF Chat	MuLoG, or How to Apply Gaussian Denoisers to Multi-Channel SAR Speckle Reduction?	2017	Charles‐Alban Deledalle Laurent Denis Sonia Tabti Florence Tupin	1
+ PDF Chat	Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network	2017	Frosti Pálsson Jóhannes R. Sveinsson Magnús Ö. Úlfarsson	1
+ PDF Chat	One Network to Solve Them All — Solving Linear Inverse Problems Using Deep Projection Models	2017	Je-Yuan Chang Chun‐Liang Li Barnabás Póczos B. V. K. Vijaya Kumar Aswin C. Sankaranarayanan	1
+	AMP-Inspired Deep Networks for Sparse Linear Inverse Problems	2017	Mark Borgerding Philip Schniter Sundeep Rangan	1
+ PDF Chat	Boosting the Accuracy of Multispectral Image Pansharpening by Learning a Deep Residual Network	2017	Yancong Wei Qiangqiang Yuan Huanfeng Shen Liangpei Zhang	1
+	Deep Mean-Shift Priors for Image Restoration	2017	Siavash Arjomand Bigdeli Meiguang Jin Paolo Favaro Matthias Zwicker	1
+	Monte-Carlo Acceleration of Bilateral Filter and Non-Local Means	2017	Christina Karam Keigo Hirakawa	1
+ PDF Chat	Restoration of Pansharpened Images by Conditional Filtering in the PCA Domain	2018	Joan Duran Antoni Buades	1
+	Regularization by Denoising: Clarifications and New Interpretations	2018	Edward T. Reehorst Philip Schniter	1
+	An Online Plug-and-Play Algorithm for Regularized Image Reconstruction	2019	Yu Sun Brendt Wohlberg Ulugbek S. Kamilov	1
+ PDF Chat	Performance Analysis of Plug-and-Play ADMM: A Graph Signal Processing Perspective	2019	Stanley H. Chan	1
+ PDF Chat	LINEARIZED ADMM AND FAST NONLOCAL DENOISING FOR EFFICIENT PLUG-AND-PLAY RESTORATION	2018	V. S. Unni Sanjay Ghosh Kunal N. Chaudhury	1
+	Proximal Algorithms	2013	Neal Parikh Stephen Boyd	1
+ PDF Chat	Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net	2019	Qi Xie Minghao Zhou Qian Zhao Deyu Meng Wangmeng Zuo Zongben Xu	1
+ PDF Chat	Deep Plug-And-Play Super-Resolution for Arbitrary Blur Kernels	2019	Kai Zhang Wangmeng Zuo Lei Zhang	1
+ PDF Chat	Monotone operator theory in convex optimization	2018	Patrick L. Combettes	1
+ PDF Chat	Multi-Resolution Data Fusion for Super-Resolution Electron Microscopy	2017	Suhas Sreehari Singanallur Venkatakrishnan Katherine L. Bouman Jeffrey P. Simmons Lawrence F. Drummy Charles A. Bouman	1
+ PDF Chat	Poisson inverse problems by the Plug-and-Play scheme	2016	Arie Rond Raja Giryes Michael Elad	1
+	Block Coordinate Regularization by Denoising	2019	Yu Sun Jiaming Liu Ulugbek S. Kamilov	1
+	Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors	2019	Gauri Jagatap Chinmay Hegde	1
+ PDF Chat	Plug-and-Play Methods for Magnetic Resonance Imaging: Using Denoisers for Image Recovery	2020	Rizwan Ahmad Charles A. Bouman Gregery T. Buzzard Stanley H. Chan Sizhuo Liu Edward T. Reehorst Philip Schniter	1
+ PDF Chat	Plug-and-Play ISTA Converges With Kernel Denoisers	2020	Ruturaj G. Gavaskar Kunal N. Chaudhury	1
+	Block Coordinate Regularization by Denoising	2020	Yu Sun Jiaming Liu Ulugbek S. Kamilov	1
+ PDF Chat	Target-Adaptive CNN-Based Pansharpening	2018	Giuseppe Scarpa Sergio Vitale Davide Cozzolino	1
+ PDF Chat	A New Recurrent Plug-and-Play Prior Based on the Multiple Self-Similarity Network	2020	Guangxiao Song Yu Sun Jiaming Liu Zhijie Wang Ulugbek S. Kamilov	1
+ PDF Chat	Recent advances and new guidelines on hyperspectral and multispectral image fusion	2020	Renwei Dian Shutao Li Bin Sun Anjing Guo	1
+ PDF Chat	Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation	2015	Qi Wei Nicolas Dobigeon Jean–Yves Tourneret	1