A review on video summarization techniques
The exponential growth of technology has resulted in a profusion of advanced imaging
devices and eases internet accessibility, leading to an increase in the creation and use of …
devices and eases internet accessibility, leading to an increase in the creation and use of …
Dense-captioning events in videos
Most natural videos contain numerous events. For example, in a video of a" man playing a
piano", the video might also contain" another man dancing" or" a crowd clap**". We …
piano", the video might also contain" another man dancing" or" a crowd clap**". We …
Unsupervised video summarization with adversarial lstm networks
This paper addresses the problem of unsupervised video summarization, formulated as
selecting a sparse subset of video frames that optimally represent the input video. Our key …
selecting a sparse subset of video frames that optimally represent the input video. Our key …
Creating summaries from user videos
This paper proposes a novel approach and a new benchmark for video summarization.
Thereby we focus on user videos, which are raw videos containing a set of interesting …
Thereby we focus on user videos, which are raw videos containing a set of interesting …
Video summarization by learning submodular mixtures of objectives
We present a novel method for summarizing raw, casually captured videos. The objective is
to create a short summary that still conveys the story. It should thus be both, interesting and …
to create a short summary that still conveys the story. It should thus be both, interesting and …
Discovering important people and objects for egocentric video summarization
We present a video summarization approach for egocentric or “wearable” camera data.
Given hours of video, the proposed method produces a compact storyboard summary of the …
Given hours of video, the proposed method produces a compact storyboard summary of the …
Taking 'fun and games' seriously: Proposing the hedonic-motivation system adoption model (HMSAM)
Abstract Hedonic-motivation systems (HMS)—systems used primarily to fulfill users' intrinsic
motivations—are the elephant in the room for IS research. Growth in HMS sales has …
motivations—are the elephant in the room for IS research. Growth in HMS sales has …
Story-driven summarization for egocentric video
We present a video summarization approach that discovers the story of an egocentric video.
Given a long input video, our method selects a short chain of video subshots depicting the …
Given a long input video, our method selects a short chain of video subshots depicting the …
Diverse sequential subset selection for supervised video summarization
Video summarization is a challenging problem with great application potential. Whereas
prior approaches, largely unsupervised in nature, focus on sampling useful frames and …
prior approaches, largely unsupervised in nature, focus on sampling useful frames and …
Summary transfer: Exemplar-based subset selection for video summarization
Video summarization has unprecedented importance to help us digest, browse, and search
today's ever-growing video collections. We propose a novel subset selection technique that …
today's ever-growing video collections. We propose a novel subset selection technique that …