A novel training-free approach called Temporal-Aware Cluster-based SUMmarization (TAC-SUM) that leverages temporal relations between video frames to generate concise and coherent video summaries.
The core message of this work is to develop an unsupervised video summarization approach that leverages video data structure and information to generate informative summaries, while introducing an innovative human-centric evaluation pipeline to assess the effectiveness of the proposed techniques.