Scholar

Naoufel Werghi

Google Scholar ID: G_2Xpm0AAAAJ

Full Professor of Computer Engineering, Khalifa University, UAE

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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

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