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12th IEEE International Workshop on

Computational Cameras and Displays

West 117, Vancouver Convention Center

June 18, CVPR 2023


Computational photography has become an increasingly active area of research within the computer vision community. Within the few last years, the amount of research has grown tremendously with dozens of published papers per year in a variety of vision, optics, and graphics venues. A similar trend can be seen in the emerging field of computational displays – spurred by the widespread availability of precise optical and material fabrication technologies, the research community has begun to investigate the joint design of display optics and computational processing. Such displays are not only designed for human observers but also for computer vision applications, providing high-dimensional structured illumination that varies in space, time, angle, and the color spectrum. This workshop is designed to unite the computational camera and display communities in that it considers to what degree concepts from computational cameras can inform the design of emerging computational displays and vice versa, both focused on applications in computer vision.

The Computational Cameras and Displays (CCD) workshop series serves as an annual gathering place for researchers and practitioners who design, build, and use computational cameras, displays, and imaging systems for a wide variety of uses. The workshop solicits posters and demo submissions on all topics relating to computational imaging systems.

Previous CCD Workshops: CCD2022, CCD2021, CCD2020, CCD2019, CCD2018, CCD2017, CCD2016, CCD2015, CCD2014, CCD2013, CCD2012

Keynote Talks

Invited Talks

Tentative Schedule

Time (Vancouver local) Title Speaker Host
8:50 – 9:00am Welcome & Opening Remarks Organizers
9:00 – 9:40am Keynote: Generative Plug-and-Play: The Saga Continues Charles Bouman David Lindell
9:40 – 10:20am Keynote (remote): Towards Aberration-free Imaging -
from "Holism" to "Meta"
Lu Fang David Lindell
10:20 – 11:20am Morning Coffee & Poster
11:20 – 11:40am Invited Talk: Differentiable Optics: A Generalized Paradigm
for Optical System Design
Dushan Wadduwage Mark Sheinin
11:40 – 12:00am Invited Talk: Physics-Inspired Deep Generative Models
for Cryo-Electron Microscopy
Nina Miolane Mark Sheinin
12:00 – 12:10am Spotlight Talk: Swept-Angle Synthetic Wavelength Interferometry Alankar Kotwal Mark Sheinin
12:10 – 12:20am Spotlight Talk: Neural Kaleidoscopic Space Sculpting Michael De Zeeuw Mark Sheinin
12:20 – 1:30pm Lunch
1:30 – 2:10pm Keynote (remote): Multiscale Random Models of Deep
Neural Networks
Stephane Mallat Steven(Yuhang) Wang
2:10 – 2:30pm Invited Talk (Remote): Breaking the Curse of Dimensionality
in Generative Modeling: A Homotopic Approach
Yang Song Steven(Yuhang) Wang
2:30 – 2:50pm Afternoon coffee
2:50 – 3:10pm Invited Talk (Remote): Towards holographic displays with
higher image brightness and better ergonomics
Liang Shi Steven(Yuhang) Wang
3:10 – 3:50pm Keynote (Remote): Image Restoration through Inversion by Direct Iteration Mauricio Delbracio Steven(Yuhang) Wang
3:50 – 4:00pm Closing Remarks Organizers

Posters & Spotlights

ID Poster Board Location Title Presenter
1 West Exhibit Hall #62 Megahertz Light Steering without Moving Parts Adithya Pediredla
2 West Exhibit Hall #63 Monte Carlo Simulation of Partial Differential Equations Ioannis Gkioulekas
3 West Exhibit Hall #64 Neural Implicit Surface Reconstruction using Imaging Sonar Mohamad Qadri
4 West Exhibit Hall #65 Neural Kaleidoscopic Space Sculpting Byeongjoo Ahn
5 West Exhibit Hall #66 Swept-Angle Synthetic Wavelength Interferometry Alankar Kotwal
6 West Exhibit Hall #67 Event-based Shape from Polarization Manasi Muglikar
7 West Exhibit Hall #68 Structured Kernel Estimation for Photon-Limited Deconvolution Yash Sanghvi
8 West Exhibit Hall #69 Polarimetric Light Transport Analysis for Specular Inter-reflection of Metal Objects Ryota Maeda
9 West Exhibit Hall #70 Performance correlations amongst real and synthesized image reconstruction problems for machine learning research Youssef Mansour
10 West Exhibit Hall #71 Implicit Neural Networks with Fourier-Feature Inputs for Free-breathing Cardiac MRI Reconstruction Reinhard Heckel
11 West Exhibit Hall #72 Split-Lohmann Multifocal Displays Wei-Yu Chen
12 West Exhibit Hall #73 Walk on Stars: A Grid-Free Monte Carlo Method for PDEs with Neumann Boundary Conditions Rohan Sawhney
13 West Exhibit Hall #74 Lending a Listening Ear: Generating Suitable Soundscapes for Classic Silent Movies Nevasini
14 West Exhibit Hall #75 Enhancing Cameras with Conditional Diffusion Model: Single Image LDR to HDR Conversion Dwip Dalal
15 West Exhibit Hall #76 HDR Imaging with Spatially Varying Signal-to-Noise Ratios Yiheng Chi
16 West Exhibit Hall #77 Passive Micron-scale Time-of-Flight with Sunlight Interferometry Alankar Kotwal
17 West Exhibit Hall #78 Multiplexed Pixels: Light Field Camera with Overlapping Views for High-Resolution 3D Reconstruction Vi Tran

Workshop Chairs

Local Chairs

Computational Cameras and Displays Workshop - June 18, 2023