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ICCK Publications

Total Publications: 1
Open Access | Research Article | 14 December 2025
An Integrated Deep Learning Framework for Real-Time Monitoring of Student Engagement in Smart Classrooms
ICCK Journal of Image Analysis and Processing | Volume 1, Issue 4: 172-183, 2025 | DOI: 10.62762/JIAP.2025.377388
Abstract
Studies have established that an ideal environment is critical for maximizing a student's learning potential. For educators, monitoring student behavior, engagement, and psychological state is essential for ensuring effective instruction. This paper introduces an automated learning analytics system designed to assist teachers by analyzing these parameters and providing actionable feedback. The system utilizes multiple cameras in conjunction with deep learning and computer vision to record and analyze classroom sessions, assessing student movement, gestures, and posture to generate summary reports. The framework integrates several high-performance models to achieve this. For facial recognitio... More >

Graphical Abstract
An Integrated Deep Learning Framework for Real-Time Monitoring of Student Engagement in Smart Classrooms