Sports Video Captioning via Attentive Motion Representation and Group Relationship Modeling

• Published in: IEEE transactions on circuits and systems for video technology Vol. 30; no. 8; pp. 2617 - 2633
• Main Authors: Qi, Mengshi, Wang, Yunhong, Li, Annan, Luo, Jiebo
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.08.2020; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Datasets; Games; group relationship; Logic gates; Modelling; Modules; motion representation; Professional sports; Recurrent neural networks; Representations; RNN; Semantics; Sports; Sports video; Task analysis; Trajectory; video captioning; Visualization; Volleyball

Sports video captioning refers to the task of automatically generating a textual description for sports events (football, basketball, or volleyball games). Although a great deal of previous work has shown promising performance in producing a coarse and a general description of a video but lack of pr...