IMPORTANT DATES

2020
 Abstract submission opens
1 June
 Early submission deadline 15 July
 Journal-first deadline
15 July
 Priority submission deadline 12 Aug
 Registration opens 1 Oct
 Manuscripts due for fast track
23 Nov


2021
 Early registration ends 4 Jan
 Hotel reservation deadline
7 Jan
 Symposium begins
17 Jan
 All manuscripts due
8 Feb

Computational Imaging XIX

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

On this page

NOTE that in recognition of the current world situation, IS&T plans to allow accepted registered authors to provide remote presentations.

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.

2021 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

2021 Special Sessions

TBA

Committee

2021 Program 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)

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