Computational Imaging XXI
Conference keywords: inverse problems, image reconstruction, image analysis, denoising, model-based imaging
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ATTENTION: EI 2023 will occur IN-PERSON.
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.
2023 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
- Tomography, transmission, and emission
- Denoising, demosaicing, color correction
- Deblurring and super-resolution rendering
- Commercial and industrial imaging
- Radar and LIDAR imaging
- Synthetic aperture radar
- Holographic and coherent optical imaging
- Coded aperture and compressed sensing
- MRI, anatomical, functional, and molecular
- Visual perception as an inverse problem
- Microscopy, light, EM, and non-classical
- Optical coherence imaging
- Acoustic imaging
- Diffusion optical imaging
- Electrical resistance and impedance imaging
- Crystallography
- Computational depth-of-field enhancement
- Plenoptics and non-classical image capture
Current and future applications
- Scientific imaging for material science
- 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
2023 Special Session
TBA
2023 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)