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Advancing Automated Deception Detection: A Multimodal Approach to Feature Extraction and Analysis
Mohamed Bahaa, Mena Hany, Ehab E. Zakaria
With the exponential increase in video content, the need for accurate deception detection in human-centric video analysis has become paramount. This research focuses on the extract…
MMIS: Multimodal Dataset for Interior Scene Visual Generation and Recognition
Hozaifa Kassab, Ahmed Mahmoud, Mohamed Bahaa +2
We introduce MMIS, a novel dataset designed to advance MultiModal Interior Scene generation and recognition. MMIS consists of nearly 160,000 images. Each image within the dataset i…
GCF: Graph Convolutional Networks for Facial Expression Recognition
Hozaifa Kassab, Mohamed Bahaa, Ali Hamdi
Facial Expression Recognition (FER) is vital for understanding interpersonal communication. However, existing classification methods often face challenges such as vulnerability to…