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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

Conference Flyer

Title

Monday January 29, 2018

Tomography

8:50 – 10:30 AM

8:50COIMG-101
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)

9:10COIMG-102
Distributed modular framework for fast iterative CT reconstruction, Venkatesh Sridhar, Gregery Buzzard, and Charles Bouman, Purdue University (United States)

9:30COIMG-103
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)

9:50COIMG-104
Phase coherence in tube-based x-ray microtomography: reconstruction of graded-index optical fibers, Zachary Levine, National Institute of Standards and Technology (United States)

10:10COIMG-472
Deep learning based sinogram correction for metal artifacts reduction, Muhammad Usman Ghani and W. Clem Karl, Boston University (United States)



Smart Imaging

10:50 AM – 12:30 PM

10:50COIMG-130
Autonomous alpha matting using consensus equilibrium, Stanley Chan1, Xiran Wang1, and Jason Juang2; 1Purdue University and 2HypeVR Inc. (United States)

11:10COIMG-131
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)

11:30COIMG-132
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)

11:50COIMG-133
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)

12:10COIMG-134
Feature engineering and explosive detection, Parisa Babaheidarian and David Castañón, Boston University (United States)


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


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

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

3:30COIMG-177
Advanced manufacturing research activities in the scaling of additive, battery, carbon fiber & composites fabrication, William Peter, Merlin Theodore, Lonnie Love, Ryan Dehoff, Vlastimil Kunc, and Vincent Paquit, Oak Ridge National Laboratory (United States)

3:50COIMG-178
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)

4:10COIMG-179
Spectral neutron tomography for crystalline materials, Singanallur Venkatakrishnan1, Luc Dessieux2, and Philip Bingham1; 1Oak Ridge National Laboratory and 2University of Tennessee Knoxville (United States)

4:30COIMG-180
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)

4:50COIMG-181
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

9:10 – 10:10 AM

9:10COIMG-199
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)

9:30COIMG-200
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)

9:50COIMG-201
Deep gang graffiti component analysis, He Li, Joonsoo Kim, and Edward Delp, Purdue University (United States)


10:00 AM – 7:30 PM Industry Exhibition

Image Analysis and Modeling II

10:50 AM – 12:30 PM

10:50COIMG-227
Simulation of rare events in images, Shruthi Kubatur and Mary Comer, Purdue University (United States)

11:10COIMG-228
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)

11:30COIMG-229
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), 2University of Crete (Greece), and 3University of Southern California (USC) (United States)

11:50COIMG-230
Image modeling for fiber-reinforced composite materials, Tianyu Li, Camilo Aguilar Herrera, and Mary Comer, Purdue University (United States)

12:10COIMG-471
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)


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


Computational Imaging

3:30 – 5:30 PM

3:30COIMG-270
A shooting direction control camera based on computational imaging without mechanical motion, Keigo Takahashi and Tomohiro Yendo, Nagaoka University of Technology (Japan)

3:50COIMG-271
Fast, automated indoor light detection, classification, and measurement, Craig Hiller and Avideh Zakhor, University of California, Berkeley (United States)

4:10COIMG-272
Superfast joint demosaicing and super-resolution, Ivan Glazistov1,2 and Xenya Petrova1; 1Samsung R&D Institute Rus and 2Lomonosov Moscow State University (Russian Federation)

4:30COIMG-273
Warping-based motion artifact compensation for multi-line scan light field imaging, Nicole Brosch1, Svorad Štolc1, and Bernhard Blaschitz2; 1AIT Austrian Institute of Technology GmbH and 2Austrian Institute of Technology (Austria)

4:50COIMG-274
Illuminant estimation using ensembles of multivariate regression trees, Peter van Beek and R. Wayne Oldford, University of Waterloo (Canada)

5:10COIMG-473
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

10:00 AM – 4:00 PM Industry Exhibit

2:00 – 3:00 PM PLENARY: Ubiquitous, Consumer AR Systems to Supplant Smartphones


Computational Imaging XVI Interactive (Poster) Papers Session

5:30 – 7:00 PM

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

COIMG-402
Estimating the UAVs’ crash point based on optical flows’ voting in the image plane, Yusaku Hatano, Chen Yi, and Jun Ohya, Waseda University (Japan)

COIMG-403
Noise analysis and restrain of ghost imaging system, Shaofan Qu, Beihang University (China)

COIMG-404
Saliency-based detail transfer for color-plus-mono image fusion, Sung Jun Kim, Hae Woong Jang, and Yong Ju Jung, Gachon University (Republic of Korea)


5:30 – 7:00 PM EI 2018 Symposium Interactive Papers (Poster) Session

5:30 – 7:00 PM Meet the Future: A Showcase of Student and Young Professionals Research

 
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
5 Jan 2018
Early Registration Ends 8 Jan 2018
Conference Starts 28 Jan 2018 

View 2017 Proceedings
View 2016 Proceedings

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