In this paper, we implement a kind of automatic behavior measurement system, which utilizes the Microsoft Kinect devices to record the students' performance in ...
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In order to measure the students in the school classroom environment, the researchers proposed to utilize image pro- cessing and computer vision technologies.
Dec 4, 2023 · Using deep learning methods to detect students' classroom behavior automatically is a promising approach for analyzing their class ...
Oct 11, 2023 · Therefore, there is a growing expectation of the use of deep-learning and computer-vision techniques to analyze students' classroom behaviors.
Oct 3, 2023 · Detecting students' classroom behaviors from instructional videos is important for instructional assessment, analyzing students' learning status ...
Oct 12, 2024 · Smart education will apply deep learning based recognition methods to student classroom behavior detection, improving teaching quality and ...
Sep 9, 2024 · This paper proposes a Student Behavior Detection (SBD) model that combines YOLOv5, the Contextual Attention (CA) mechanism and OpenPose
A novel relational reasoning network for students' behavior recognition in classroom surveillance videos.
Sep 9, 2024 · In this study, we investigate the potential of object detection to automatically identify important student behaviors in the classroom.
This paper proposes a student behavior recognition system based on skeleton pose estimation and person detection.