3 papers
cs.CV2026
Classification of systolic murmurs in heart sounds using multiresolution complex Gabor dictionary and vision transformer
Mahmoud Fakhry, Abeer FathAllah Brery
Systolic murmurs are extra heart sounds that occur during the contraction phase of the cardiac cycle, often indicating heart abnormalities caused by turbulent blood flow. Their int…
cs.AI2026
Intelligent ROI-Based Vehicle Counting Framework for Automated Traffic Monitoring
Mohamed A. Abdelwahab, Zaynab Al-Ariny, Mahmoud Fakhry +1
Accurate vehicle counting through video surveillance is crucial for efficient traffic management. However, achieving high counting accuracy while ensuring computational efficiency…
cs.CV2025
Automatic Pith Detection in Tree Cross-Section Images Using Deep Learning
Tzu-I Liao, Mahmoud Fakhry, Jibin Yesudas Varghese
Pith detection in tree cross-sections is essential for forestry and wood quality analysis but remains a manual, error-prone task. This study evaluates deep learning models -- YOLOv…