LabCompass

Susmita Ghosh

Engineering · Purdue University West Lafayette

OpenAlex ORCID
Established · publishing since 1976Rising activity
Remote-Sensing Image ClassificationRemote Sensing and Land UseSpectroscopy and Chemometric AnalysesVideo Surveillance and Tracking MethodsRemote Sensing in Agriculture

Publications

195

Citations

4,012

Est. group size

—

Recurring co-author estimate

Active years

50

Publishing since 1976

Research summary
AI-generated

This research profile centers on image analysis and machine learning, especially for hyperspectral and remote-sensing images (data captured across many light wavelengths, often from satellites or aircraft) and medical imaging such as X-rays and ultrasound. Work includes developing deep learning and attention-based neural network methods for classification, noise removal, and active learning (methods that select the most useful data for training). The publication record shown also includes a wide range of unrelated topics (medicine, agriculture, mathematics), suggesting the name may be associated with multiple distinct authors or research groups in the underlying data.

Hyperspectral and remote-sensing image classificationDeep learning and neural network methodsMedical image analysis (X-ray, ultrasound)Active learning and ensemble methodsImage noise reduction and feature extraction

Publication output has grown over the last decade, rising from single digits per year around 2017-2019 to a peak of 21 in 2023, with continued strong activity in 2024-2025.

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

Publication cadence
Publications per year over the last 10 years — averaging 11.2/year recently
2017: 7 publications172018: 7 publications182019: 3 publications192020: 9 publications202021: 9 publications212022: 10 publications222023: 21 publications21232024: 16 publications242025: 9 publications2526
Recent publications
Publishes in
  • arXiv (Cornell University)×5
  • Heliyon×3
  • Applied Soft Computing×3
  • Asian Journal of Medical Sciences×3
  • Lecture notes in computer science×3
Similar researchers
By research-topic overlap

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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