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Suren Jayasuriya

Arizona State University

SINR: Deconvolving Circular SAS Images Using Implicit Neural Representations


Apr 21, 2022
Albert Reed, Thomas Blanford, Daniel C. Brown, Suren Jayasuriya


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Adaptive Subsampling for ROI-based Visual Tracking: Algorithms and FPGA Implementation


Jan 17, 2022
Odrika Iqbal, Victor Isaac Torres Muro, Sameeksha Katoch, Andreas Spanias, Suren Jayasuriya


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Implicit Neural Representations for Deconvolving SAS Images


Dec 16, 2021
Albert Reed, Thomas Blanford, Daniel C. Brown, Suren Jayasuriya


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


Aug 12, 2021
Joshua D. Rego, Huaijin Chen, Shuai Li, Jinwei Gu, Suren Jayasuriya

* 11 pages, 10 figures 

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Dynamic CT Reconstruction from Limited Views with Implicit Neural Representations and Parametric Motion Fields


Apr 23, 2021
Albert W. Reed, Hyojin Kim, Rushil Anirudh, K. Aditya Mohan, Kyle Champley, Jingu Kang, Suren Jayasuriya


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Restoring degraded speech via a modified diffusion model


Apr 22, 2021
Jianwei Zhang, Suren Jayasuriya, Visar Berisha


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Differentiable Programming for Hyperspectral Unmixing using a Physics-based Dispersion Model


Jul 12, 2020
John Janiczek, Parth Thaker, Gautam Dasarathy, Christopher S. Edwards, Philip Christensen, Suren Jayasuriya

* 36 pages, 11 figures. Accepted to European Conference on Computer Vision (ECCV) 2020 

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Coupling Rendering and Generative Adversarial Networks for Artificial SAS Image Generation


Oct 02, 2019
Albert Reed, Isaac Gerg, John McKay, Daniel Brown, David Williams, Suren Jayasuriya

* 10 pages, 9 figures. Submitted to IEEE OCEANS 2019 (Seattle). Updated acknowledgements 

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Adaptive Lighting for Data-Driven Non-Line-of-Sight 3D Localization and Object Identification


May 28, 2019
Sreenithy Chandran, Suren Jayasuriya


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Non-Parametric Priors For Generative Adversarial Networks


May 16, 2019
Rajhans Singh, Pavan Turaga, Suren Jayasuriya, Ravi Garg, Martin W. Braun

* International Conference on Machine Learning (2019) 

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CS-VQA: Visual Question Answering with Compressively Sensed Images


Jun 08, 2018
Li-Chi Huang, Kuldeep Kulkarni, Anik Jha, Suhas Lohit, Suren Jayasuriya, Pavan Turaga

* 5 pages, 2 figures, accepted to ICIP 2018 

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EVA$^2$: Exploiting Temporal Redundancy in Live Computer Vision


Apr 17, 2018
Mark Buckler, Philip Bedoukian, Suren Jayasuriya, Adrian Sampson

* Appears in ISCA 2018 

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Compressive Light Field Reconstructions using Deep Learning


Feb 05, 2018
Mayank Gupta, Arjun Jauhari, Kuldeep Kulkarni, Suren Jayasuriya, Alyosha Molnar, Pavan Turaga

* Published at CCD 2017 workshop held in conjunction with CVPR 2017 

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Reconfiguring the Imaging Pipeline for Computer Vision


Aug 01, 2017
Mark Buckler, Suren Jayasuriya, Adrian Sampson


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Deep Learning with Energy-efficient Binary Gradient Cameras


Dec 03, 2016
Suren Jayasuriya, Orazio Gallo, Jinwei Gu, Jan Kautz


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ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks using Angle Sensitive Pixels


Nov 16, 2016
Huaijin Chen, Suren Jayasuriya, Jiyue Yang, Judy Stephen, Sriram Sivaramakrishnan, Ashok Veeraraghavan, Alyosha Molnar

* Presented in CVPR 2016 (oral), 10 pages, 12 figures. This new version corrects the comparison between imaging power for ASPs and a regular image sensor 

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Depth Fields: Extending Light Field Techniques to Time-of-Flight Imaging


Sep 02, 2015
Suren Jayasuriya, Adithya Pediredla, Sriram Sivaramakrishnan, Alyosha Molnar, Ashok Veeraraghavan

* 9 pages, 8 figures, Accepted to 3DV 2015 

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Frequency Domain TOF: Encoding Object Depth in Modulation Frequency


Mar 05, 2015
Achuta Kadambi, Vage Taamazyan, Suren Jayasuriya, Ramesh Raskar

* 10 pages 

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