Please see publications listed below in reverse chronological order. At the bottom of the page are theses and dissertations presented in the lab, as well as some supplemental writings and materials for faculty and fellowship applications. For an overview of thematic research areas with selected publications, please navigate to the Research Themes page.

*Note: Papers have been compressed for file size, and some images may contain artifacts. Please refer to IEEE Xplore, ACM Digital Library, and other official venues for the highest quality publications, or please contact Dr. Jayasuriya for a higher resolution copy.

 

Current Preprints:

Albert Reed, Thomas Blanford, Daniel Brown, Suren Jayasuriya, SINR: Deconvolving Circular SAS Images Using Implicit Neural Representations [ArXiv link]

Odrika Iqbal, Victor Torres, Sameeksha Katoch, Andreas Spanias, Suren Jayasuriya, Adaptive Subsampling for ROI-based Visual Tracking: Algorithms and FPGA Implementation [Arxiv link]

Joshua Rego, Huaijin Chen, Shuai Li, Jinwei Gu, Suren Jayasuriya, Deep Camera Obscura: An Image Restoration Pipeline for Lensless Pinhole Photography [ArXiv link]

All Publications (by year):

2022

Karthik K Kulkarni, Florian A Schneider, Tejaswi Gowda, Suren Jayasuriya, Ariane Middel, MaRTiny-A Low-Cost Bio-meteorological Sensing Device with Embedded Computer Vision for Urban Climate Research, Frontiers in Environmental Science (special topic on Urban Climate Informatics) 2022 [pdf]

Sreenithy Chandran, Hiroyuki Kubo, Tomoki Ueda, Takuya Funatomi, Yasuhiro Mukaigawa, Suren Jayasuriya, Slope Disparity Gating: Systems and Applications, IEEE Transactions on Computational Imaging 2022 [pdf] [video]

Sreenithy Chandran, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Zhixin Shu, Suren Jayasuriya, Temporally Consistent Relighting for Portrait VideosWorkshop on Applications of Computational Imaging co-located with WACV 2022 [pdf]

2021

Terri Kurz, Suren Jayasuriya, Joshua Rego, Kelly Jackson, Kimberlee Swisher, John Mativo, Ramana Pidaparti, Dawn Robinson, Cerenity Collins (2021). Changes in Middle School Teachers’ Thinking after Engaging in Professional Development Emphasizing Computer Vision. In E. Langran & D. Rutledge (Eds.), Proceedings of SITE Interactive Conference (pp. 313-317). Online, United States: Association for the Advancement of Computing in Education (AACE). [pdf]

Albert Reed, Thomas E. Blanford, Daniel C. Brown, Suren Jayasuriya, Implicit Neural Representations for Deconvolving SAS Images, MTS/IEEE Oceans 2021 [pdf]

Gregory Vetaw, Albert Reed, Daniel C. Brown, Suren Jayasuriya, A 3D GAN Architecture for Volumetric Synthetic Aperture SonarMTS/IEEE Oceans 2021 [pdf]

Albert Reed, Hyojin Kim, Rushil Anirudh, K. Aditya Mohan, Kyle Champley, Jingu Kang, Suren Jayasuriya, Dynamic CT Reconstruction from Limited Views with Implicit Neural Representations and Parametric Motion Fields, IEEE International Conference on Computer Vision (ICCV) 2021 [pdf] [supplemental pdf] 

Nianyi Li, Simron Thapa, Cameron Whyte, Albert Reed, Suren Jayasuriya, Jinwei Ye, Unsupervised Non-Rigid Image Distortion Removal via Grid Deformation, IEEE International Conference on Computer Vision (ICCV) 2021 [pdf] [supplemental pdf] [video]

Tsuji Mayuka, Hiroyuki Kubo, Suren Jayasuriya, Takuya Funatomi, Yasuhiro Mukaigawa, Touch Sensing for a Projected Screen Using Slope Disparity GatingIEEE Access 2021 [pdf]

Catherine Chong, Jianwei Zhang, Jing Li, Teresa Wu, Gina Dumkrieger, Simona Nikolova, Katherine Ross, Gabriela Stegmann, Julie Liss, Todd J Schwedt, Suren Jayasuriya. Visar Berisha, Altered Speech Patterns in Subjects with Post-Traumatic Headache due to Mild Traumatic Brain Injury, The Journal of Headache and Pain 2021 [pdf]

Dominique Dredd, Nadia Kellam, Suren Jayasuriya, Zen and the Art of STEAM: Student Knowledge and Experiences in Interdisciplinary and Traditional Engineering Capstone ExperiencesIEEE Frontiers in Education (FIE) 2021 [pdf]

Madeleine Jennings, Jorge Sandoval, Jeanne Sanders, Mirka Koro, Nadia Kellam, Suren Jayasuriya, WIP: Use of AI-Generated Visual Media in Interviews to Understand Power Differentials in Gender, Romantic, and Sexual Minority (GRSM) Students,  IEEE Frontiers in Education (FIE) 2021 [pdf]

Jianwei Zhang, Suren Jayasuriya, Visar Berisha, Restoring degraded speech via a modified diffusion modelINTERSPEECH 2021 [pdf]

Xiaomeng Liu, Kristofer Henderson, Joshua Rego, Suren Jayasuriya, Sanjeev Koppal, Dense Lissajous Sampling and Interpolation for Dynamic Light-Transport, Optics Express 2021 [pdf] [video] [supplemental appendix]

Suren Jayasuriya, "Computational Imaging for Human Activity Analysis", In Contactless Human Activity Analysis, 1st Edition, Eds. Md Atiqur Rahman Ahad, Upal Mahbub, Tauhidur Rahman, Springer, 2021 [pdf]

Joshua Cruz, Noa Bruhis, Nadia Kellam, Suren Jayasuriya, Students’ Implicit Epistemologies when Working at the Intersection of Engineering and the ArtsInternational Journal of STEM Education 2021 [pdf]

Hiroyuki Kubo, Suren Jayasuriya, Takafumi Iwaguchi, Takuya Funatomi, Yasuhiro Mukaigawa, Srinivasa Narasimhan, Programmable Non-Epipolar Indirect Light Transport: Capture and Analysis, IEEE Transactions on Visualization and Computer Graphics (TVCG) 2021 [pdf] [website], (hardware prototype exhibited at CES 2020)

Joshua Rego, Karthik Kulkarni, Suren Jayasuriya, Robust Lensless Image Reconstruction via PSF Estimation, Winter Conference on Applications of Computer Vision (WACV) 2021 [pdf] [supplement] 

2020

Ravi Bhushan*, Karthik Kulkarni*, Vishal Pandey*, Connor Rawls, Brandon Mechtley, Suren Jayasuriya, Christian Ziegler, "ODO: Design of Multimodal Chatbot for an Experiential Media System", Multimodal Technologies and Interaction 2020 [pdf]

John Janiczek, Parth Thaker, Gautam Dasarathy, Christopher Edwards, Philip Christensen, Suren Jayasuriya, Differentiable Programming for Hyperspectral Unmixing using a Physics-based Dispersion Model, European Conference on Computer Vision (ECCV) 2020 [pdf + supplement] [Github code] 

Malena Espanol, Suren Jayasuriya, Mohit Malu, Multilevel Methods for Imaging Applications, OSA Imaging and Applied Optics Congress 2020 (invited abstract/talk) [pdf]

C. Ziegler et al., No Body lives here (ODO), Performance, Exhibition at Artificial Empathy Symposium, Center for Art and Media ZKM Karlsruhe, September 2020 [Project Page] [video] [ZKM Website]

Odrika Iqbal, Saquib Siddiqui, Joshua Martin, Sameeksha Katoch, Andreas Spanias, Daniel Bliss, Suren Jayasuriya, Design and FPGA Implementation of an Adaptive Video Subsampling Algorithm for Energy-Efficient Single Object Tracking, IEEE International Conference on Image Processing (ICIP) 2020 [pdf]

Olivia Christie, Joshua Rego, Suren Jayasuriya, Analyzing Sensor Quantization of RAW Images for Visual SLAM, IEEE International Conference on Image Processing (ICIP) 2020 [pdf]

Suren Jayasuriya, "Image Sensors", In Computer Vision: A Reference Guide, 2nd Edition, Editor-in-Chief: Katsushi Ikeuchi, Springer 2020 [pdf]

Madeleine Jennings, Rod Roscoe, Nadia Kellam, Suren Jayasuriya, A Review of the State of LGBTQIA+ Student Research in STEM and Engineering EducationAmerican Society of Engineering Education (ASEE) Conference 2020 [pdf] [video presentation] (Finalist for the Best Diversity, Equity & Inclusion Paper Award)

Kristofer Henderson, Xiaomeng Liu, Justin Folden, Brevin Tilmon, Suren Jayasuriya, Sanjeev Koppal, Design and Calibration of a Fast Flying-Dot Projector for Dynamic Light Transport Acquisition, IEEE Transactions on Computational Imaging (TCI) 2020 [pdf] 

2019

Divya Mohan, Sameeksha Katoch, Suren Jayasuriya, Pavan Turaga, Andreas Spanias, Adaptive Video Subsampling for Energy-Efficient Object Detection53nd Asilomar Conference on Signals, Systems and Computers 2019 [pdf]

Albert Reed, Isaac Gerg, John D. McKay, Daniel C. Brown, David P. Williams, Suren Jayasuriya, Coupling Rendering and Generative Adversarial Networks for Artificial SAS Image Generation, MTS/IEEE Oceans 2019 [pdf]

Sreenithy Chandran and Suren Jayasuriya, Adaptive Lighting for Data-Driven Non-Line-of-Sight 3D Localization and Object Identification, British Machine Vision Conference (BMVC) 2019 (spotlight presentation) [website] [pdf] 

Divya Mohan, Sameeksha Katoch, Suren Jayasuriya, Pavan Turaga, Andreas Spanias, An REU Experience in Machine Learning and Computational CamerasIEEE Frontiers in Education (FIE) 2019 

Henry Braun, Pavan Turaga, Andreas Spanias, Sameeksha Katoch, Suren Jayasuriya, Cihan Tepedelenlioglu, Reconstruction-Free Compressive Vision for Surveillance Applications, Synthesis Lectures on Signal Processing, Morgan Claypool, 2019

Joshua Cruz, Noa Bruhis, Nadia Kellam, Suren Jayasuriya, WIP: Epistemologies and Discourse Analysis for Transdisciplinary Capstone Projects in a Digital Media Program, American Society for Engineering Education (ASEE) Annual Conference, 2019 

Rajhans Singh, Pavan Turaga, Suren Jayasuriya, Ravi Garg, Martin Braun, Non-Parametric Priors For Generative Adversarial Networks, International Conference on Machine Learning (ICML) 2019 

Tomoki Ueda, Hiroyuki Kubo, Suren Jayasuriya, Takuya Funatomi, Yasuhiro Mukaigawa, Slope Disparity Gating using a Synchronized Projector-Camera SystemInternational Conference on Computational Photography (ICCP) 2019 (received the Best Demo Award at ICCP 2019) [pdf]

2018

Li-Chi Huang, Kuldeep Kulkarni, Anik Jha, Suhas Lohit, Suren Jayasuriya, Pavan Turaga, CS-VQA: Visual Question Answering with Compressively Sensed ImagesInternational Conference on Image Processing (ICIP) 2018

Mark Buckler, Philip Bedoukian, Suren Jayasuriya, Adrian Sampson, EVA2: Exploiting Temporal Redundancy for Live Computer Vision, International Symposium on Computer Architecture (ISCA'18) 

Hiroyuki Kubo, Suren Jayasuriya, Takafumi Iwaguchi, Takuya Funatomi, Yasuhiro Mukaigawa, Srinivasa Narasimhan, Acquiring and Characterizing Plane-to-Ray Indirect Light Transport, International Conference on Computational Photography (ICCP) 2018 (received the Best Demo Award at 21st Meeting on Image Recognition and Understanding (MIRU) 2018 & the best presentation award at Information Processing Society of Japan (IPSJ) SIG-CG in 2018)

2017

Suren Jayasuriya, Plenoptic Imaging and Vision using Angle Sensitive Pixels, PhD Thesis, 2017

Mark Buckler, Suren Jayasuriya, and Adrian Sampson, Reconfiguring the Imaging Pipeline for Computer Vision, International Conference on Computer Vision (ICCV) 2017

Mayank Gupta*, Arjun Jauhari*, Kuldeep Kulkarni, Suren Jayasuriya, Alyosha Molnar, and Pavan Turaga, Compressive Light Field Reconstructions using Deep LearningCVPR Workshop on Computational Cameras and Displays (CCD) 2017

Suren Jayasuriya, Orazio Gallo, Jinwei Gu, Timo Aila, and Jan Kautz, Reconstructing Intensity Images from Binary Spatial Gradient CamerasCVPR Workshop on Embedded Vision (EVW) 2017

2016

Christopher Torng, Moyang Wang, Bharath Sudheendra, Nagaraj Murali, Suren Jayasuriya, Shreesha Srinath, Taylor Pritchard, Robin Ying, and Christopher Batten, Experiences using a Novel Python-Based Hardware Modeling Framework for Computer Architecture Test Chips28th ACM/IEEE Symp. on High-Performance Chips (HOTCHIPS'16) Student Poster Session (Technical Abstract) 2016

Huaijin Chen*, Suren Jayasuriya*, Jiyue Yang, Judy Stephen, Sriram Sivaramakrishnan, Ashok Veeraraghavan, Alyosha Molnar, ASP Vision: Optically Computing the First Layer of CNNs using Angle Sensitive Pixels, IEEE Computer Vision and Pattern Recognition (CVPR) 2016 (oral presentation, < 4% acceptance)

Jagpreet Chhatwal*, Suren Jayasuriya*, Elamin Elbasha, Changing Cycle Lengths in State-Transition Models: Challenges and Solutions, Medical Decision Making, 2016 

2015

Suren Jayasuriya, Adithya Pediredla, Sriram Sivaramakrishnan, Alyosha Molnar, Ashok Veeraraghavan, Depth Fields: Extending Light Field Techniques to Time-of-Flight ImagingInternational Conference on 3D Vision (3DV), 2015 (oral presentation)

Suren Jayasuriya, Sriram Sivaramakrishnan, Ellen Chuang, Debashree Guruaribam, Albert Wang, Alyosha Molnar, Dual Light Field and Polarization Imaging using Diffractive CMOS Image SensorsOptics Letters, 2015 

Jagpreet Chhatwal, Suren Jayasuriya, Elamin Elbasha, Changing Cycle Lengths in State-Transition Models: Doing it the Right Way, International Society for Pharmacoeconomics and Outcomes Research, 2015 (invited paper) 

2014

Suren Jayasuriya*, Dong Yang*, Alyosha Molnar, A Baseband Technique for Automated LO Suppression Achieving less than -80dBm in Wideband Passive Mixer-first ReceiversIEEE Custom Integrated Circuits Conference (CICC), 2014 

Matthew Hirsch*, Sriram Sivaramakrishnan*, Suren Jayasuriya*, Albert Wang, Alyosha Molnar, Ramesh Raskar, Gordon WetzsteinA Switchable Light Field Camera Architecture using Angle Sensitive Pixels and Dictionary-based Sparse CodingIEEE International Conference on Computational Photography (ICCP), 2014 (received the Best Paper Award at ICCP 2014) 

2012

Suren Jayasuriya, Steven Reich, Jeffrey Paul Wheeler, On the Inverse Erdos-Heilbronn Problem for Restricted Set Addition in Finite Groups, ArXiv, 2012 

Suren Jayasuriya, Zachary Kilpatrick, Effects of Time-Dependent Stimuli in a Competitive Neural Network Model of Perceptual Rivalry, Bulletin of Mathematical Biology, 2012 

*  = equal authorship

 

 

Theses/Dissertations:

Victor Isaac Torres Muro, Computational Imaging for Energy-Efficient Cameras: Adaptive ROI-based Object Tracking and Optically Defocused Event-based Sensing, Masters Thesis, Arizona State University 2022

Olivia Christie, Towards Energy-efficient Visual Navigation: Sensor Quantization and Event-based Vision Pipelines, Masters Thesis, Arizona State University 2022

Karthik Kulkarni, Machine Learning and Vision Using Edge Devices for Multimodal Chatbots and Bio-meteorological Sensing, Masters Thesis, Arizona State University 2021

Cameron Whyte, Characterizing Atmospheric Turbulence and Removing Distortion in Long-range Imaging, Masters Thesis, Arizona State University 2021

Joshua Rego, Image Restoration for Non-Traditional Camera Systems, Masters Thesis, Arizona State University 2020

John Janiczek, Differentiable Programming for Physics-based Hyperspectral Unmixing, Masters Thesis, Arizona State University 2020

Sreenithy Chandran, Adaptive Lighting for Data-Driven Non-Line-Of-Sight 3D Localization, Masters Thesis, Arizona State University 2019

Suren Jayasuriya, Plenoptic Imaging and Vision using Angle Sensitive Pixels, PhD Thesis, Cornell University 2017

 

 

Miscellaneous:

Teaching and Research Statements from my ASU faculty application

My NSF Graduate Research Fellowship (Personal Statement, Prior Research, and Proposal )