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Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition


Jun 07, 2021
Jiaming Liu, M. Salman Asif, Brendt Wohlberg, Ulugbek S. Kamilov

* 25 pages, 11 figures 

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Provably Convergent Algorithms for Solving Inverse Problems Using Generative Models


May 13, 2021
Viraj Shah, Rakib Hyder, M. Salman Asif, Chinmay Hegde

* arXiv admin note: text overlap with arXiv:1810.03587, arXiv:1802.08406 

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Point Cloud Distortion Quantification based on Potential Energy for Human and Machine Perception


Mar 04, 2021
Qi Yang, Siheng Chen, Yiling Xu, Jun Sun, M. Salman Asif, Zhan Ma


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Solving Phase Retrieval with a Learned Reference


Jul 29, 2020
Rakib Hyder, Zikui Cai, M. Salman Asif

* Accepted to ECCV 2020. Code is available at https://github.com/CSIPlab/learnPR_reference 

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Non-Adversarial Video Synthesis with Learned Priors


Apr 17, 2020
Abhishek Aich, Akash Gupta, Rameswar Panda, Rakib Hyder, M. Salman Asif, Amit K. Roy-Chowdhury

* Accepted to CVPR 2020 

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Joint Image and Depth Estimation with Mask-Based Lensless Cameras


Oct 06, 2019
Yucheng Zheng, M. Salman Asif


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A Dual Camera System for High Spatiotemporal Resolution Video Acquisition


Sep 28, 2019
Ming Cheng, Zhan Ma, M. Salman Asif, Yiling Xu, Haojie Liu, Wenbo Bao, Jun Sun


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Alternating Phase Projected Gradient Descent with Generative Priors for Solving Compressive Phase Retrieval


Mar 07, 2019
Rakib Hyder, Viraj Shah, Chinmay Hegde, M. Salman Asif

* Published in ICASSP 2019 

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Generative Models for Low-Rank Video Representation and Reconstruction


Feb 25, 2019
Rakib Hyder, M. Salman Asif


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Toward Depth Estimation Using Mask-Based Lensless Cameras


Nov 09, 2017
M. Salman Asif


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FlatCam: Thin, Bare-Sensor Cameras using Coded Aperture and Computation


Jan 27, 2016
M. Salman Asif, Ali Ayremlou, Aswin Sankaranarayanan, Ashok Veeraraghavan, Richard Baraniuk

* 12 pages, 10 figures 

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Toward Long Distance, Sub-diffraction Imaging Using Coherent Camera Arrays


Oct 28, 2015
Jason Holloway, M. Salman Asif, Manoj Kumar Sharma, Nathan Matsuda, Roarke Horstmeyer, Oliver Cossairt, Ashok Veeraraghavan

* 13 pages, 16 figures, submitted to IEEE Transactions on Computational Imaging 

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FPA-CS: Focal Plane Array-based Compressive Imaging in Short-wave Infrared


Apr 16, 2015
Huaijin Chen, M. Salman Asif, Aswin C. Sankaranarayanan, Ashok Veeraraghavan

* appears in IEEE Conf. Computer Vision and Pattern Recognition, 2015 

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Sparse Recovery of Streaming Signals Using L1-Homotopy


Jun 14, 2013
M. Salman Asif, Justin Romberg


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Fast and Accurate Algorithms for Re-Weighted L1-Norm Minimization


Aug 03, 2012
M. Salman Asif, Justin Romberg

* Submitted to IEEE Trans. Signal Process 

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