3 papers
cs.CV2026
Multilevel neural networks with dual-stage feature fusion for human activity recognition
Abeer FathAllah Brery, Ascensión Gallardo-AntolÃn, Israel Gonzalez-Carrasco +1
Human activity recognition (HAR) refers to the process of identifying human actions and activities using data collected from sensors. Neural networks, such as convolutional neural…
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.SD2026
Comparison of window shapes and lengths in short-time feature extraction for classification of heart sound signals
Mahmoud Fakhry, Abeer FathAllah Brery
Heart sound signals, phonocardiography (PCG) signals, allow for the automatic diagnosis of potential cardiovascular pathology. Such classification task can be tackled using the bid…