While most existing video summarization approaches aim to identify important frames of a video from either a global or local perspective, we propose a ...

The video summarization is a mechanism of creating a short-length original video while keeping the salient information from a large video set and there are two ...

While most existing video summarization approaches aim to identify important frames of a video from either a global or local perspective, ...

The top-down approach, i.e. video browsing, is useful when we need to get an \essence” of the content. The bottom-up approach, i.e. video retrieval, is useful ...

Bibliographic details on A Top-Down Approach for Video Summarization.

Feb 26, 2019 · The proposed approach firstly uses clustering to oversegment video frames into video clips based on their similarity and proximity.

Jul 6, 2021 · top-down clustering approach the source video is first divided into seg- ments. One way to achieve this is to perform shot boundary ...

Video content can be accessed by using either a top-down approach or a bottom-up approach. [1, 2, 3, 4]. The top-down approach, i.e. video browsing, ...

To efficiently deal with long videos, a top-down strategy is proposed, which splits the summarization problem to two sub-problems: scene identification and ...

A summary is then generated in the hierarchical top-down manner. In our approach, the video structure provides useful hints for main- taining the content ...