Mutual modality learning for video action classification

• Published in: Kompʹûternaâ optika Vol. 47; no. 4; pp. 637 - 649
• Main Authors: Komkov, S.A., Dzabraev, M.D., Petiushko, A.A.
• Format: Journal Article
• Language: English
• Published: Samara National Research University 01.08.2023
• Subjects: mutual learning; optical flow; video action classification; video labeling; video recognition

The construction of models for video action classification progresses rapidly. However, the performance of those models can still be easily improved by ensembling with the same models trained on different modalities (e.g. Optical flow). Unfortunately, it is computationally expensive to use several m...