IMPORTANT DATES

2021
Journal-first submissions due
8 Aug
Priority submissions due 30 Jul
Regular submissions due 27 Aug
Manuscripts due for FastTrack publication
17 Nov

 
Early registration ends 15 Dec


2022
Short Courses
16 Jan
Symposium begins
17 Jan
All proceedings manuscripts due
31 Jan

Computational Imaging XX

Conference keywords: inverse problems, image reconstruction, image analysis, denoising, model-based imaging

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ATTENTION: EI 2022 is scheduled to take place in-person in San Francisco. We are committed to ensuring a way for any author whose paper is accepted to present their work either in-person or live online. Join us for EI 2022 . . . submit your work today!

Conference Overview

More than ever before, computers and computation are critical to the image formation process. Across diverse applications and fields, remarkably similar imaging problems appear, requiring sophisticated mathematical, statistical, and algorithmic tools. This conference focuses on imaging as a marriage of computation with physical devices. It emphasizes the interplay between mathematical theory, physical models, and computational algorithms that enable effective current and future imaging systems. Contributions to the conference are solicited on topics ranging from fundamental theoretical advances to detailed system-level implementations and case studies.

2022 Conference Topics

Algorithms and methodologies

  • Inverse methods
  • Model-based imaging and compressed sensing
  • Estimation techniques
  • Imaging system modeling and simulation
  • Optimization approaches
  • Multiscale image processing and modeling
  • Statistical learning and analysis methods

Key problem areas

  • Image recovery from sensor data
  • Denoising, demosaicing, color correction
  • Deblurring and high-resolution rendering
  • Image and color transforms and analysis
  • Visual perception as an inverse problem
  • Tomography, transmission, and emission
  • Microscopy, light, EM, and non-classical
  • Optical coherence imaging
  • MRI, anatomical, functional, and molecular
  • Acoustic imaging
  • Diffusion optical imaging
  • Electrical resistance and impedance imaging
  • Crystallography
  • Synthetic aperture radar
  • Holographic and coherent optical imaging
  • Computational depth-of-field enhancement
  • Intelligent image cropping and scaling
  • Plenoptics and non-classical image capture
  • Coded aperture and compressed sensing

Current and future applications

  • Consumer imaging and computational photography
  • Super-resolution and enhancement
  • Imaging and camera networks
  • Non-destructive evaluation for additive manufacturing
  • Medical imaging and image-guided surgery
  • Microscopy and clinical applications
  • Emerging biomedical applications
  • Geophysical imaging
  • Materials imaging and characterization
  • Nondestructive testing and evaluation
  • Imagery-based surveillance and tracking
  • Target classification and identification
  • Remote sensing applications

2022 Special Session

Photon-limited Imaging Sensors and Algorithms

This session is jointly sponsored by: Computational Imaging XX, and Imaging Sensors and Systems 2022.

Session Organizing Chairs:
Stanley Chan, Purdue University (United States)
Keigo Hirakawa, The University of Dayton (United States)

The proliferation of miniature sensors on mobile devices and robots has significantly pushed the demand for better sensitivity in photon-limited environments. Unconventional sensor designs such as single-photon detectors have begun to gain acceptance in more mainstream applications as we seek the next generation of image sensors. However, the operating principles of these sensors are sometimes very different from the traditional image sensors, in terms of bit-depth, dynamic range, signal response, color, and image processing. This special session brings together experts from sensors, image processing, computer vision, and machine learning to discuss the latest technologies in the field and the open problems we are facing today.

2022 Committee

Conference Chairs

Charles A. Bouman, Purdue University (United States)
Gregery T. Buzzard, Purdue University (United States)
Robert L. Stevenson, University of Notre Dame (United States)

Program Committee

Clem Karl, Boston University (United States)
Eric Miller, Tufts University (United States)
Joseph A O'Sullivan, Washington University in St. Louis (United States)
Hector J Santos-Villalobos, Oak Ridge National Laboratory (United States)
Ken D. Sauer, University of Notre Dame (United States)

Community Chair

Begum Gulsoy, Northwestern University (United States)

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