A teacher plays a pivotal role in grooming a society and paves way for its social and
economic developments. Teaching is a dynamic role and demands continuous adaptation …

In-classroom observations often rely on developed protocols and human observers.
However, it requires a lot of human effort. This study investigates how accurately the pre …

Due to the COVID-19 pandemic, many schools worldwide are using tele-education for class
delivery. However, this causes a problem related to students' active class participation. We …

The video camera is essential for reliable activity monitoring, and a robust analysis helps in
efficient interpretation. The systematic assessment of classroom activity through videos can …

Student activity, a non-verbal modality, is an important cue to imply the students' learning
state and engagement level during class. Quantitative observation of the student activities …

The massive increase in classroom video data enables the possibility of utilizing artificial
intelligence technology to automatically recognize, detect and caption students' behaviors …

Understanding human activity and behavior, particularly real‐time understanding in video
feeds, is one of the most active areas of research in Computer Vision (CV) and Artificial …

Providing teachers with detailed feedback about their gesticulation in class requires either
one-on-one expert coaching, or highly trained observers to hand code classroom …

High-quality online open courses have a wide audience. To further improve the quality of
these courses, it is critical to analyze the teaching behaviors in class, which are the …

This research aims to explore contextual visual information in the lecture room, to assist an
instructor to articulate the effectiveness of the delivered lecture. The objective is to enable a …