Agenda subject to change:

May 13
Morning Session – Norris University Center, 2nd floor, Louis Room (map)
8:30 – 9:30 Breakfast/Registration
9:30 – 9:40 Welcome
9:40 – 10:40 Session 1 — 3 talks (15 minute talk + 5 minute Q&A)
Session Chair: Wolfgang Heidrich
3D Reconstruction of Mirror-type Objects using Efficient Ray Coding
Siu-Kei Tin, Jinwei Ye, Mahdi Nezamabadi, and Can Chen
Invited Talk: Florian Willomitzer (University of Erlangen-Nuremburg) – The 3D Motion Picture Camera – About Single-Shot, High Resolution 3D-Imaging
Correcting Perceived Perspective Distortions Using Object Specific Planar Transformations
Mahdi Abbaspour Tehrani, Aditi Majumder, and Gopi Meenakshisundaram
10:40 – 11:00 Coffee Break
11:00 – 12:00 Keynote 1: Marc Walton (NU-ACCESS)
Computational Imaging of Cultural Heritage (abstract)
Session Chair: Wolfgang Heidrich
12:00 – 1:30 Lunch
May 13
Afternoon Session – Norris University Center, 2nd floor, Louis Room (map)
1:30 – 2:30 Session 2 — 3 talks (15 minute talk + 5 minute Q&A)
Session Chair: Gordon Wetzstein
Invited Talk: Prasanna Rangarajan (Southern Methodist University). – Seeing “More” With Clarity Using Patterned Illumination
In-Situ Multi-View Multi-Scattering Stochastic Tomography
Vadim Holodovsky, Yoav Y. Schechner, Anat Levin, Aviad Levis, and Amit Aides
Invited Talk: Charles Bouman (Purdue University) – Super-resolution Interpolation using Library Based Plug & Play Priors
2:30 – 3:30 Keynote 2: Francis Halzen (Ice Cube, University of Wisconsin, Madison)
IceCube and the Discovery of High-Energy Cosmic Neutrinos
Session Chair: Gordon Wetzstein
3:30 – 3:45 Coffee Break
3:45 – 4:45 Session 3 — 3 talks (15 minute talk + 5 minute Q&A)
Session Chair: Ashok Veeraraghavan
Blind Dehazing Using Internal Patch Recurrence
Yuval Bahat and Michal Irani
Learning Joint Demosaicing and Denoising Based on Sequential Energy Minimization
Teresa Klatzer, Kerstin Hammernik, Patrick Knöbelreiter, and Thomas Pock
Invited Talk: Allen Taflove (Northwestern University) – Advances in Computational Microscopy are Facilitating Accurate Screening Techniques for Multiple Early-Stage Human Cancers
5:30 – 10:30 Reception 
Anita Dee Charters Dinner Yacht Cruise
Shuttle buses will take guests from Northwestern University to Anita Dee Charters at 5:30
Attendees traveling on their own should go to Anita Dee Yacht 200 N. Breakwater Access, Chicago, IL 60601, parking costs $20
May 14
 Morning Session – Harris Building (map)
8:30 – 9:30 Breakfast
9:30 – 10:30 Session 4 — 3 talks (15 minute talk + 5 minute Q&A)
Session Chair: Ren Ng
4D Light Field Segmentation with Spatial and Angular Consistencies
Hajime Mihara, Takuya Funatomi, Kenichiro Tanaka, Hiroyuki Kubo, Hajime Nagahara, and Yasuhiro Mukaigawa
Fast, High Dynamic Range Light Field Processing for Pattern Recognition
Scott McCloskey and Ben Miller
Invited Talk: Qionghai Dai (Tsinghua University) – High-speed high-dimensional imaging with light field microscopy
10:30  – 10:45 Coffee Break
10:45 – 11:45 Keynote 3: Aydogan Ozcan (UCLA)
Computational Microscopy, Sensing, and Diagnostics
Session Chair: Ren Ng
11:45 – 12:45 Session 5 — 3 talks (15 minute talk + 5 minute Q&A)
Session Chair: Aswin Sankaranarayanan
A Picture is Worth a Billion Bits: Real-time Image Reconstruction From Dense Binary Threshold Pixels
Tal Remez, Or Litany, and Alex Bronstein
High-Speed Imaging Using CMOS Image Sensor with Quasi Pixel-Wise Exposure
Toshiki Sonoda, Hajime Nagahara, Kenta Endo, Yukinobu Sugiyama, and Rin-ichiro Taniguchi
Invited Talk: Chris Jacobsen (Argonne National Labs, Northwestern University) – Nanoscale Imaging With X-Rays and Computation
12:45 – 2:00 Lunch – Parkes Building (map)
May 14
Afternoon Session – Harris Building (map)
2:00 – 3:00 Keynote 4: Gerd Häusler (University of Erlangen-Nuremburg)
Computational Imaging: How Much Imaging – How Much Computation?
Session Chair: Mohit Gupta
3:00 – 4:00 Session 6 — 3 talks (15 minute talk + 5 minute Q&A)
Session Chair: Mohit Gupta
Towards Flexible Sheet Cameras: Deformable Lens Arrays with Intrinsic Optical Adaptation
Daniel Sims, Yonghao Yue, and Shree Nayar
Sensor-level Privacy for Thermal Cameras
Francesco Pittaluga, Aleksandar Zivkovic, and Sanjeev J. Koppal
Invited Talk: Hooman Mohseni (Northwestern University) – Highly Sensitive 2D and 3D Imaging in the Infrared
4:30 – 7:30 Poster session (68 posters and demos) with cocktails and hors d’oeuvres
Hardin Hall (map)
7:30 – 9:30 Games and recreation in Norris Center game room (Norris University Center – map)
9:00 – 11:00 Dearborn Observatory Tour
Dearborn Observatory (map)
May 15
 Morning Session – Harris Building (map)
8:30 – 9:30 Breakfast
9:30 – 10:30 Session 7 — 3 talks (15 minute talk + 5 minute Q&A)
Session Chair: Jingyi Yu
Do-It-Yourself Lighting Design for Product Videography
Ivaylo Boyadzhiev, Jiawen Chen, Sylvain Paris, and Kavita Bala
White Balance Under Mixed Illumination Using Flash Photography
Zhuo Hui, Aswin Sankaranarayanan, Kalyan Sunkavalli, and Sunil Hadap
Invited Talk: Matthias Hullin (University of Bonn) – Enabling Unconventional Imaging
Pipelines through Physical Simulation
10:30 – 10:45 Coffee Break
10:45 – 11:45 Keynote 5: David Forsythe (University of Illinois at Urbana-Champaign)
Relighting Pictures (abstract)
Session Chair: Jingyi Yu
11:45 – 12:45 Session 8 — 3 talks (15 minute talk + 5 minute Q&A)
Session Chair: Ayan Chakrabarti
Single-Shot Diffuser-Encoded Light Field Imaging
Nicholas Antipa, Sylvia Necula, Ren Ng, and Laura Waller
Passive Light and Viewpoint Sensitive Display of 3D Content
Anat Levin, Haggai Maron, and Michal Yarom
Invited Talk: Laura Waller (UC Berkeley) – Computational Microscopy
12:45 – 1:45 Lunch – Parkes Building (map)
May 15
Afternoon Session – Harris Building (map)
1:45 – 2:45 Session 9 — 3 talks (15 minute talk + 5 minute Q&A)
Session Chair: Matthew O’Toole
Shape and Reflectance from Two-Bounce Light Transients
Chia-Yin Tsai, Ashok Veeraraghavan, and Aswin Sankaranarayanan
Occlusion-Robust 3D Sensing Using Aerial Imaging
Masahiko Yasui, Yoshihiro Watanabe, and Masatoshi Ishikawa
Invited Talk: Mel Ulmer (Northwestern University) – APERTURE, A Large Space Telescope Using Magnetostriction For Post Deployment Corrections
2:45 – 3:00 Awards Announcement and Closing Remarks


Accepted Demos

D1) Low-cost, DIY 360/VR camera and web viewer Felix Tsao and Charles Dyer

D2) High-Dynamic Range Projection using Light Amplitude Control Jen-Hao, Rick Chang, Aswin C. Sankaranarayanan, and B. Vijaya Kumar

D3) Sensor-level Privacy for Thermal Cameras Sanjeev Koppal, Francesco Pittaluga, and Aleksandar Zivkovic

D4) Privacy Preserving Optics for Miniature Vision Sensors Francesco Pittaluga and Sanjeev J. Koppal

D5) Computational Light Field and Monovision Near-eye Displays Robert Konrad, Fu-chung Huang, and Gordon Wetzstein

D6) Oculus Anywhere Blaise Beesch, Douglas Lanman, Talon Beesch, Laura Fryer

Accepted Posters

01) A Neural Approach to Blind Motion Deblurring Ayan Chakrabarti

02) TransCut: Transparent Object Segmentation from a Light-Field Image Yichao Xu, Hajime Nagahara, Atsushi Shimada and Rin-ichiro Taniguchi

03) 4D imaging through spray-on optics Julian Iseringhausen, Bastian Goldlücke, Nina Pesheva, Stanimir Iliev, Alexander Wender, Martin Fuchs, and Matthias B. Hullin

04) Solving Trigonometric Moment Problems for Fast Transient Imaging Christoph Peters, Jonathan Klein, Matthias B. Hullin, Reinhard Klein

05) Automatic Pigment Identification on Roman Egyptian Paintings by using Sparse Modeling of Hyperspectral Images Neda Rohani, Johanna Salvant, Sara Bahaadini, Oliver Cossairt, Marc Walton, and Aggelos Katsaggelos

06) Differential Structured Illumination Microendoscopy for Contrast Enhancement in Cervical Tissue Imaging Pelham Keahey, Kathleen Schmeler, and Rebecca Richards-Kortum

07) Imaging with The Event Horizon Telescope Katherine L. Bouman, Michael D. Johnson, Daniel Zoran, Vincent L. Fish, Sheperd S. Doeleman, and William T. Freeman

08) Toward Long Distance, Sub-diffraction Imaging Using Coherent Camera Arrays Jason Holloway, M Salman Asif, Manoj Kumar Sharma, Nathan Matsuda, Roarke Horstmeyer, Oliver Cossairt, and Ashok Veeraraghavan

09) Bilayer Blind Deconvolution with the Light Field CameraParamanand Chandramouli, Meiguang Jin, and Paolo Favaro

10) x-hour Outdoor Photometric Stereo Yannick Hold-Geoffroy, Jinsong Zhang, Paulo F. U. Gotardo, and Jean-François Lalonde

11) Hand-Held Video Deblurring Via Efficient Fourier Aggregation Mauricio Delbracio and Guillermo Sapiro

12) ReconNet: Non-Iterative Reconstruction of Images from Compressively Sensed Random Measurements Kuldeep Kulkarni, Suhas Lohit, Pavan Turaga, Ronan Kerviche, and Amit Ashok

13) Automatic Content-Aware Color and Tone Stylization Joon-Young Lee, Kalyan Sunkavalli, Zhe Lin, Xiaohui Shen, and In So Kweon

14) Periapsis Subsurface Cave Optical Explorer (PERISCOPE) Eric Breitbach, Andreas Velten, Karl Mitchell, Nitin Arora, Stephen Dawson, Andrew Shapiro-Scharlotta, James Ashley, and Jeffrey Nosanov

15) X-ray Fluorescence Image Super-resolution Using Dictionary Learning Qiqin Dai, Emeline Pouyet, Oliver Cossairt, Marc Walton, Francesca Casadio, and Aggelos Katsaggelos

16) Imaging Living Neuronal Circuits On The Nanoscale Using 2P-SuPER Microscopy Ben E. Urban, Lei Xiao, Yevgenia Kozorovitskiy, and Hao F. Zhang

17) Learning Representations for Automatic Colorization Gustav Larsson, Michael Maire, and Gregory Shakhnarovich

18) Multiscale Imaging Platform for Quantitative Analysis of Collagen Organization: Linking Ultrasound, SHG and Optical Scattering Imaging Woods, B.L., Pinkert, M., Hall, T.J., Rogers, J., Eliceiri, K., and Campagnola, P

19) ProxImaL: Efficient Image Optimization using Proximal Algorithms Felix Heide, Steven Diamond, Matthias Nießner, Jonathan Ragan-Kelley, Wolfgang Heidrich, and Gordon Wetzstein

20) Band-Sifting Decomposition for Image Based Material Editing Ivaylo Boyadzhiev, Kavita Bala, Sylvain Paris, and Edward H. Adelson

21) ASP Vision: Optically Computing the First Layer of CNNs using Angle Sensitive Pixels Huaijin G. Chen, Suren Jayasuriya, Jiyue Yang, Judy Stephen, Sriram Sivaramakrishnan, Albert Wang, Ashok Veeraraghavan, and Alyosha Molnar

22) Uncalibrated Photometric Stereo with a Witness Camera Chia-Kai Yeh, Nathan Matsuda, Xiang Huang, Fengqiang Li, Marc Walton, and Oliver Cossairt

23) Model-Based Image Reconstruction for Synthetic Aperture LADAR Casey J. Pellizzari and Charles A. Bouman

24) Object decomposition method for acceleration of large-scale hologram calculations on GPU-clusters Takanobu Baba, Boaz Jessie Jackin, Takashi Yokota, Shinpei Watanabe, Yoshio Hayasaki, Toyohiko Yatagai, Kanemitsu Ootsu, and Takeshi Ohkawa

25) Investigation of the phenomena of erupting micro-protrusions on the surface of oil paintings by Georgia O’Keeffe Johanna Salvant, Marc Walton, Dale Kronkright, Chia-Kai Yeh, Xiang Huang, Emeline Pouyet, and Oliver Cossairt

26) Model-Based Iterative Reconstruction of the Complex Refractive Index using X-ray Phase Contrast Tomography K. Aditya Mohan, Xianghui Xiao, and Charles A. Bouman

27) XSlit Imaging and its Applications in 3D Reconstruction Nianyi Li, Jinwei Ye, Yu Ji, Haiting Lin, and Jingyi Yu

28) Automatic Photo Adjustment Using Deep Neural Network Zhicheng Yan, Hao Zhang, Baoyuan Wang, Sylvain Paris, and Yizhou Yu

29) Provable Guarantees on Spatial Resolution for Looking around Corners Achuta Kadambi, Hang Zhao, Boxin Shi, and Ramesh Raskar

30) Optical Imaging of Brain Hemodynamics in Ischemic Stroke Qi Liu, Siyu Chen, Brian Soetikno, and Hao F. Zhang

31) Auto-Registration of Distributed Network of PPPs on Non-planar Surfaces Behzad Sajadi, Mahdi Abbaspour Tehrani, Mehdi Rahimzadeh, Aditi Majumder

32) Depth Fields: Extending Light Field Techniques to Time-of-Flight Imaging Suren Jayasuriya, Adithya Pediredla, Sriram Sivaramakrishnan, Alyosha Molnar, and Ashok Veeraraghavan

33) Optimal Radiometric Calibration for Camera Display Messaging Eric Wengrowski, Wenjia Yuan, Kristin Dana, Ashwin Ashok, Marco Gruteser, and Narayan Mandayam

34) Distortion Modeling for Camera Calibration Avinash Kumar, Narendra Ahuja

35) Fluorescence Lifetime Estimation Using A Dynamic Vision Sensor Fengqiang Li, Nathan Matsuda, Marc Walton, Oliver Cossairt

36) Leave-One-Out Kernel Optimization for Shadow Detection Tomas F. Yago Vicente, Minh Hoai and Dimitris Samaras

37) Generating Dynamically Feasible Trajectories for Quadrotor Cameras Mike Roberts and Pat Hanrahan

38) Deep Fully-Connected Networks for Video Compressive Sensing Michael Iliadis, Leonidas Spinoulas, Aggelos K. Katsaggelos

39) The Diffractive Achromat: Full Spectrum Computational Imaging using Diffractive Optics Yifan Peng, Qiang Fu, Felix Heide, and Wolfgang Heidrich

40) Stitching Stabilizer: Two-frame-stitching Video Stabilization for Embedded Systems Masaki Satoh

41) Spatiotemporal Bundle adjustment for Dynamic 3D Reconstruction Minh Vo, Srinivasa Narasimhan, and Yaser Sheikh

42) 3D Multi-Scattering Tomography Vadim Holodovsky, Aviad Levis, Yoav Y. Schechner, Anat Levin, Amit Aides, and Anthony B. Davis

43) Computational Phase Microscopy Jingshan Zhong, Lei Tian, Michael Chen, Li-Hao Yeh, Zack Phillips, Hsiou-Yuan Liu, and Laura Waller

44) American Sign Language Recognition using RGB and Depth information Hassam Muazzam and Atif Mansoor

45) Enhancing Light Fields through Ray-Space Stitching Xinqing Guo, Zhan Yu, Sing Bing Kang, Haiting Lin, and Jingyi Yu

46) Combining Inertial Measurements With Blind Image Deblurring Using Distance Transform Yi Zhang and Keigo Hirakawa

47) Stereo Matching with Color and Monochrome Cameras in Low-light Conditions Hae-Gon Jeon, Joon-Young Lee, Sunghoon Im, Hyowon Ha, and In So Kweon

48) Modeling Non-Stationary Asymmetric Lens Blur by Normal Sinh-Arcsinh Model Jinhyeok Jang, Joo Dong Yun, and Seungjoon Yang

49) Pattern-based K-level Image Reconstruction from Cutset Bo Shengxin Zha and Thrasyvoulos N. Pappas

50) Band-Sifting Decomposition for Image Based Material Editing Ivaylo Boyadzhiev, Kavita Bala, Sylvain Paris, and Edward H. Adelson

51) HDR Image Formation and Response Recovery via Inverse Problems Thomas Höft

52) Efficient and Robust Face Alignment under Significant Head Rotation in the Wild Brandon M. Smith and Charles Dyer

53) Automated Incline Detection for Assistive Powered Wheelchairs Mahdieh Nejati Javaremi, and Brenna D. Argall

54) Photometric Stereo in a Scattering Medium Zak Murez, Tali Treibitz, Ravi Ramamoorthi, and David Kriegman

55) Nuclear Resonance Fluorescence with Coded Aperture Zachary Sun, W. Clem Karl, and David Castañón

56) Multi-camera head for high-throughput digitization of pinned insects Mark Hereld and Nicola Ferrier

57) Free your eyes: Retinal Image Deblurring Display with Enlarged Viewing Zone Jinkyu Kim, Xuaner Zhang, Laura Waller, Brian A. Barsky, and Ren Ng

58) Compressive Reconstruction of 3D Snapshot Imaging with Fresnel Incoherent Correlation Holography Xiang Huang, Kuan He, Ruibo Shang, Leonidas Spinoulas, Nathan Matsuda, Manoj Sharma, Seunghwan Yoo, Katsaggelos Aggelos, Oliver Cossairt, Mark Hereld, Nicola Ferrier, Alan Selewa, Matthew Daddysman, and Norbert Scherer

59) Spectrally Encoded Single Pixel Imaging for Low Invasive Fluorescent Endoscopy Wei Yan, Jinli Suo, Xiangyang Ji, and Qionghai Dai

60) Micro-vascular Video Analysis for Critical Care Chao Liu, Srinivasa G. Narasimhan, Artur Dubrawski, Hernando Gomez, Bridget Deasy, Brian Zuckerbraun, and Michael R. Pinsky

61) Fourier Multispectral Imaging Jie Jia, Chuan Ni, Andrew Sarangan, Keigo Hirakawa