LabCompass

Okan K. Ersoy

Engineering · Purdue University West Lafayette

OpenAlex ORCID
Established · publishing since 1975
Remote-Sensing Image ClassificationNeural Networks and ApplicationsImage and Signal Denoising MethodsRemote Sensing and Land UseFace and Expression Recognition

Publications

286

Citations

4,846

Est. group size

—

Recurring co-author estimate

Active years

52

Publishing since 1975

Research summary
AI-generated

This researcher works on machine learning and signal/image processing methods, with a strong focus on classifying and analyzing remote sensing (satellite and aerial) images, as well as hyperspectral imaging, industrial process monitoring, and optical imaging techniques like Fourier ptychography. Much of the work involves designing neural network architectures (such as wide, deep, and autoencoder-based networks) for tasks like image classification, segmentation, and captioning. Prospective students would likely engage with topics combining deep learning theory and applications in remote sensing and optics.

Remote sensing image classification and segmentationNeural network architecture design (wide/deep networks, autoencoders)Hyperspectral image analysisIndustrial process monitoring using deep learningComputational optics and image reconstruction

Publication output was relatively steady through 2017-2021 with a peak of 11 papers in 2021, but has slowed considerably since, with notably fewer publications from 2022 to 2025.

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

Publication cadence
Publications per year over the last 10 years — averaging 1.8/year recently
2017: 7 publications172018: 8 publications182019: 4 publications192020: 6 publications202021: 11 publications11212022: 3 publications22232024: 2 publications242025: 3 publications252026: 1 publication26
Recent publications
Publishes in
  • arXiv (Cornell University)×6
  • Remote Sensing×4
  • IEEE Access×3
  • IEEE Transactions on Neural Networks and Learning Systems×2
  • Remote Sensing Letters×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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