Welcome to the Computational Imaging and Visual Intelligence Laboratory (CIVIL)!
Research Overview
The Computational Imaging and Visual Intelligence Laboratory (CIVIL) investigates artificial intelligence and machine learning (AI/ML) for imaging science and vision science.
Our current projects include:
1. Deep generative model-based virtual population for conducting in-silico analysis of medical imaging systems and assisting image-based medical decision making.
2. Machine learning-based numerical observers for calculating task-based measures of image quality.
3. Visual search and biologically plausible computer vision.
4. Deep learning for task-driven computational imaging.
Research in CIVIL is conducted within the Wyant College of Optical Sciences and Department of Medical Imaging at University of Arizona.
News
- [2025/02] Our lab presented three papers at SPIE Medical Imaging in San Diego, USA!
- [2025/02] Prof. Weimin Zhou presented AI in Medical Imaging during the “AI in the Optics Ecosystem” panel discussion at the Wyant College of Optical Sciences’ Industrial Affiliates Workshop & Meeting!
- [2025/02] Prof. Weimin Zhou provided an OSC seminar titled Ideal Observer Computation in the Age of Machine Learning at the Wyant College of Optical Sciences! [Video Recording]
- [2025/01] Prof. Weimin Zhou gave a talk on Machine Learning for Image Science at the Optical Sciences Winter School!
- [2025/01] The Computational Imaging and Visual Intelligence Laboratory (CIVIL) has moved to the University of Arizona [Read More]!