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 …

Video summarization is the method of extracting key frames or clips from a video to generate
a synopsis of the content of the video. Generally, video is compressed before storing or …

Benefiting from tens of millions of hierarchically stacked learnable parameters, Deep Neural
Networks (DNNs) have demonstrated overwhelming accuracy on a variety of artificial …

The advancements in digital video technology have empowered video surveillance to play a
vital role in ensuring security and safety. Public and private enterprises use surveillance …

Live streams usually last several hours with many viewers joining in the middle. Viewers
who join in the middle often want to understand what has happened in the stream. However …

In this paper we present our work on improving the efficiency of adversarial training for
unsupervised video summarization. Our starting point is the SUM-GAN model, which creates …

Presentation style is an important dimension to be considered for delivering lectures or
presentations. It affects the quality of the content delivery as well as the engagement of the …

With the advancement of technology, the enormous amount of video data is generated on
the daily basis. The processing of such huge chunky videos requires high storage, high …

Recording and sharing of educational or lecture videos has increased in recent years.
Within these recordings, we find a large number of math-oriented lectures and tutorials …

Video Summarization is the method of producing a summary of the video content. A generic
video summarization method named GVSUM is proposed in this paper. The generic …