Locality and Relative Distance-Aware Non-local Networks for Hand-Raising Detection in Classroom Video

Detecting and understanding interactions between students and teachers in classroom is an important criterion for computer vision-based educational assistive systems. Recently, deep long-range spatial dependencies modeling techniques, such as non-local networks, have been proven to be very effective for such tasks. Yet, regarding global context generation, we analyze that the non-local operation o...