Naoufel Werghi
Scholar

Naoufel Werghi

Google Scholar ID: G_2Xpm0AAAAJ
Full Professor of Computer Engineering, Khalifa University, UAE
Computer vision2D/3D image analysispattern recognitionbiometricsmedical imaging
Citations & Impact
All-time
Citations
4,034
 
H-index
32
 
i10-index
130
 
Publications
20
 
Co-authors
55
list available
Resume (English only)
Academic Achievements
  • 2023: 'Neural Graph Refinement for Robust Recognition of Nuclei Communities in Histopathological Landscape', IEEE Transactions on Image Processing
  • 2024: 'Drone-Person Tracking in Uniform Appearance Crowd: A New Dataset', Scientific Data (Nature Springer)
  • 2023: 'Robot-Person Tracking in Uniform Appearance Scenarios: A New Dataset and Challenges', IEEE Transactions on Human-Machine Systems
  • 2023: 'Center-Focused Affinity Loss for Class Imbalance Histology Image Classification', IEEE Journal of Biomedical and Health Informatics
  • 2023: 'Angular contrastive distillation driven self-supervised scanner independent screening and grading of retinopathy', Information Fusion
Research Experience
  • Automated threat detection in X-ray and CT imagery for advanced border and access security
  • Computer vision for digital pathology to support pathologists in diagnosis
  • Radiology medical image analysis using X-ray, MRI, and CT for pathology detection and quantification
  • Intruder detection and tracking in uniform appearance crowds
  • Vision-based flare analytics for the oil and gas industry
  • Computer vision for smart farming: fruit/vegetable maturity detection and plant disease identification
  • Speech audio analytics for speaker identification under emotional and noisy conditions