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  28 January - 2 February, 2018 • Burlingame, California USA

Computational Imaging XVI

Preliminary Program

Conference Keywords:  Algorithms and Methodologies, Image Formation Process, Imaging Computation with Physical Devices, Mathematical Theory and Physical Models, Statistical Tools

Learn more—Conference At-a-Glance and List of Short Course associated with Computational Imaging topics:
Conference Flyer

Monday January 29, 2018


Session Chair: Charles Bouman, Purdue University (United States)
8:50 – 10:10 AM
Harbour A-B

Accelerating iterative image reconstruction via adaptive surrogate functions, Ayan Mitra1, David Politte2, and Joseph O’Sullivan1; 1Washington University in St. Louis and 2Washington University School of Medicine (United States)

Distributed modular framework for fast iterative CT reconstruction, Venkatesh Sridhar, Gregery Buzzard, and Charles Bouman, Purdue University (United States)

Ultrasonic model-based iterative reconstruction with spatially variant regularization for one-sided non-destructive evaluation, Hani Almansouri1, Singanallur Venkatakrishnan2, Dwight Clayton2, Yarom Polsky2, Charles Bouman1, and Hector Santos-Villalobos2; 1Purdue University and 2Oak Ridge National Laboratory (United States)

Deep learning based sinogram correction for metal artifacts reduction, Muhammad Usman Ghani and W. Clem Karl, Boston University (United States)

10:10 – 10:50 AM Coffee Break

Smart Imaging

Session Chair: Charles Bouman, Purdue University (United States)
10:50 AM – 12:30 PM
Harbour A-B

Autonomous alpha matting using consensus equilibrium, Stanley Chan1, Xiran Wang1, and Jason Juang2; 1Purdue University and 2HypeVR Inc. (United States)

SLADS-Net: Supervised learning approach for dynamic sampling using deep neural networks, Yan Zhang1, Dilshan Godaliyadda2, Nicola Ferrier1, Emine Gulsoy3, Charles Bouman2, and Charudatta Phatak1; 1Argonne National Laboratory, 2Purdue University, and 3Northwestern University (United States)

A supervised learning approach for dynamic sampling in raman hyperspectral imaging, Shijie Zhang1, Zhengtian Song1, Dilshan Godaliyadda1, Dong Hye Ye1, Atanu Sengupta2, Gregery Buzzard1, Charles Bouman1, and Garth Simpson1; 1Purdue University (United States) and 2Dr. Reddy's Laboratory (India)

Data-driven compressed sensing tomography, Marc Kassubeck1, Stephan Wenger1, Matthew Gomez2, Eric Harding2, Jens Schwarz2, and Marcus Magnor1; 1TU Braunschweig (Germany) and 2Sandia National Laboratories (United States)

Feature engineering and explosive detection, Parisa Babaheidarian and David Castañón, Boston University (United States)

12:30 – 2:00 PM Lunch

2:00 – 3:00 PM PLENARY: Overview of Modern Machine Learning and Deep Neural Networks - Impact on Imaging and the Field of Computer Vision

3:00 – 3:30 PM Coffee Break

Special Session on: Computational Imaging for Advanced Manufacturing

Session Chairs: Vincent Paquit, Oak Ridge National Laboratory (United States) and Hector Santos-Villalobos, Oak Ridge National Laboratory (United States)
3:30 – 5:10 PM
Harbour A-B

This session is jointly sponsored by: Computational Imaging XVI and Intelligent Robotics and Industrial Applications using Computer Vision 2018.

Advanced manufacturing research activities in the scaling of additive, battery, carbon fiber, and composites fabrication, William Peter, Merlin Theodore, Lonnie Love, Ryan Dehoff, Vlastimil Kunc, and Vincent Paquit, Oak Ridge National Laboratory (United States)

Automated in-situ defects detection in metal additive manufacturing parts, Vincent Paquit, James Ferguson, Sean Yoder, Michael Kirka, and Ryan Dehoff, Oak Ridge National Laboratory (United States)

Spectral neutron tomography for crystalline materials, Singanallur Venkatakrishnan1, Luc Dessieux2, and Philip Bingham1; 1Oak Ridge National Laboratory and 2University of Tennessee Knoxville (United States)

Application of characterization, modeling and analytics towards understanding process-structure-property relationships in metallic 3D printing, Michael Groeber, Edwin Schwalbach, Sean Donegan, Kevin Chaput, Todd Butler, and Jonathan Miller, Wright-Patterson AFB (United States)

Separable models for cone-beam MBIR reconstruction, Thilo Balke1, Michael Groeber2, Gregery Buzzard1, and Charles Bouman1; 1Purdue University and 2Wright-Patterson AFB (United States)

5:00 – 6:00 PM All-Conference Welcome Reception

Tuesday January 30, 2018

7:15 – 8:45 AM Women in Electronic Imaging Breakfast

Image Analysis and Modeling I

Session Chair: Charles Bouman, Purdue University (United States)
9:10 – 10:10 AM
Harbour A-B

Tubule segmentation of fluorescence microscopy images based on convolutional neural networks with inhomogeneity correction, Soonam Lee1, Chichen Fu1, Paul Salama2, Kenneth Dunn2, and Edward Delp1; 1Purdue University and 2Indiana University (United States)

Development of screening echocardiogram for detection of asymptomatic left ventricular dysfunction, Irmina Gradus-Pizlo1, Edward Delp2, and Zygmunt Pizlo1; 1University of California Irvine and 2Purdue University (United States)

Deep gang graffiti component analysis, He Li, Joonsoo Kim, and Edward Delp, Purdue University (United States)

10:00 AM – 7:30 PM Industry Exhibition

10:10 – 10:50 AM Coffee Break

Image Analysis and Modeling II

Session Chair: Charles Bouman, Purdue University (United States)
10:50 AM – 12:30 PM
Harbour A-B

Simulation of rare events in images, Shruthi Kubatur and Mary Comer, Purdue University (United States)

Top down approach to height estimation of sorghum with stereo cameras, Jihui Jin1,2 and Avideh Zakhor1; 1University of California, Berkeley and 2Georgia Institute of Technology (United States)

Recovery of Soil Moisture Active Passive (SMAP) instrument’s active measurements via coupled dictionary learning, Konstantina Fotiadou1,2, Grigorios Tsagkatakis1, Mahta Moghaddam3, and Panagiotis Tsakalides1,2; 1Foundation for Research and Technology (FORTH) (Greece), 2University of Crete (Greece), and 3University of Southern California (United States)

Image modeling for fiber-reinforced composite materials, Tianyu Li, Camilo Aguilar Herrera, and Mary Comer, Purdue University (United States)

Square coded aperture: A large aperture with extended depth of field, Ruojun He1, Yi Zhang2, and Keigo Hirakawa3; 1China University of Political Science and Law School (China), 2Argo AI, LLC, and 3University of Dayton (United States)

12:30 – 2:00 PM Lunch

2:00 – 3:00 PM PLENARY: Fast, Automated 3D Modeling of Buildings and Other GPS Denied Environments

3:00 – 3:30 PM Coffee Break

Computational Imaging

Session Chair: Charles Bouman, Purdue University (United States)
3:30 – 5:30 PM
Harbour A-B

A shooting direction control camera based on computational imaging without mechanical motion, Keigo Takahashi and Tomohiro Yendo, Nagaoka University of Technology (Japan)

Fast, automated indoor light detection, classification, and measurement, Craig Hiller and Avideh Zakhor, University of California, Berkeley (United States)

Superfast joint demosaicing and super-resolution, Ivan Glazistov1,2 and Xenya Petrova1; 1Samsung R&D Institute Rus and 2Lomonosov Moscow State University (Russian Federation)

Warping-based motion artifact compensation for multi-line scan light field imaging, Nicole Brosch, Svorad Štolc, and Doris Antensteiner, AIT Austrian Institute of Technology GmbH (Austria)

Illuminant estimation using ensembles of multivariate regression trees, Peter van Beek and R. Wayne Oldford, University of Waterloo (Canada)

Depth estimation using a multi-scale matched filter for decoding structured light reflected from a scene, Hasib Siddiqui, Qualcomm Technologies Inc. (United States)

5:30 – 7:30 PM EI 2018 Symposium Demonstration Session

Wednesday January 31, 2018

Computational Imaging XVI Interactive (Poster) Papers Session

5:30 – 7:00 PM
The Grove

The following works will be presented at the EI 2018 Symposium Interactive Papers Session.

Estimating the UAVs’ crash point based on optical flows’ voting in the image plane, Yusaku Hatano, Chen Yi, and Jun Ohya, Waseda University (Japan)

Noise analysis and restrain of ghost imaging system, Shaofan Qu, Beihang University (China)

Important Dates
Call for Papers Announced 1 Mar 2017
Review Abstracts Due (refer to For Authors page)
· Regular Submission Ends 15 Aug 2017
· Late Submission Ends  10 Sept 2017
Registration Opens
Now Open
Hotel Reservation Deadline
12 Jan 2018
Early Registration Ends 8 Jan 2018
Conference Starts 28 Jan 2018 

View 2018 Proceedings
View 2017 Proceedings
View 2016 Proceedings

Conference Chairs
Charles Bouman, Purdue University (United States); Robert Stevenson, University of Notre Dame (United States)