Unsupervised video summarization framework using keyframe extraction and video skimming
Video is a robust sources of information and the consumption of online and offline videos
has reached an unprecedented level in the last few years. However, the extraction of …
has reached an unprecedented level in the last few years. However, the extraction of …
Hierarchical multimodal transformer to summarize videos
Although video summarization has achieved tremendous success benefiting from Recurrent
Neural Networks (RNN), RNN-based methods neglect the global dependencies and multi …
Neural Networks (RNN), RNN-based methods neglect the global dependencies and multi …
Audiovisual video summarization
Audio and vision are two main modalities in video data. Multimodal learning, especially for
audiovisual learning, has drawn considerable attention recently, which can boost the …
audiovisual learning, has drawn considerable attention recently, which can boost the …
How local is the local diversity? reinforcing sequential determinantal point processes with dynamic ground sets for supervised video summarization
The large volume of video content and high viewing frequency demand automatic video
summarization algorithms, where a key property is the capability of modeling diversity. If …
summarization algorithms, where a key property is the capability of modeling diversity. If …
Similarity based block sparse subset selection for video summarization
Video summarization (VS) is generally formulated as a subset selection problem where a set
of representative keyframes or key segments is selected from an entire video frame set …
of representative keyframes or key segments is selected from an entire video frame set …
DeepReS: A deep learning-based video summarization strategy for resource-constrained industrial surveillance scenarios
The exponential growth in the production of video contents in different industries causes an
urgent need for effective video summarization (VS) techniques, in order to get an optimal …
urgent need for effective video summarization (VS) techniques, in order to get an optimal …