LabCompass

Stanley H. Chan

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Established · publishing since 1997Rising activity
Advanced Image Processing TechniquesImage and Signal Denoising MethodsImage Processing Techniques and ApplicationsImage Enhancement TechniquesAdvanced Image Fusion Techniques

Publications

199

Citations

3,186

Est. group size

~11

Recurring co-author estimate

Active years

30

Publishing since 1997

Research summary
AI-generated

Stanley H. Chan works on computational imaging, a field that combines optics, signal processing, and machine learning to reconstruct or improve images and video from imperfect or limited sensor data. Recent work spans single-photon LiDAR sensing, correcting distortions from atmospheric turbulence and lens imperfections, video and image generation using generative models (including diffusion models), and computational methods for designing optical systems like metalenses. Much of the research blends physics-based modeling with modern deep learning techniques to solve imaging problems in low-light, distorted, or physically constrained settings.

Computational imaging and image restorationSingle-photon and LiDAR sensingTurbulence and optical aberration correctionGenerative models for images and videoComputational optics and lens design

Publication output grew substantially from 2017 through a peak around 2023-2024, with a decline in 2025-2026 that may partly reflect incomplete recent-year data.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 18.8/year recently
2017: 6 publications172018: 9 publications182019: 7 publications192020: 16 publications202021: 16 publications212022: 19 publications222023: 26 publications26232024: 26 publications26242025: 15 publications252026: 8 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×65
  • IEEE Transactions on Computational Imaging×13
  • Lecture notes in computer science×5
  • IEEE Transactions on Image Processing×3
  • IEEE Transactions on Electron Devices×2
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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 20, 2026.

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