Segmenting untrimmed videos into chapters enables users to quickly navigate to the
information of their interest. This important topic has been understudied due to the lack of …

Recent years have seen remarkable advances in visual understanding. However, how to
understand a story-based long video with artistic styles, eg movie, remains challenging. In …

The ability to distinguish between different movie scenes is critical for understanding the
storyline of a movie. However, accurately detecting movie scenes is often challenging as it …

Media is created by humans for humans to tell stories. There exists a natural and imminent
need for creating human-centered media analytics to illuminate the stories being told and to …

Weakly supervised temporal action localization (WS-TAL) is a challenging task that aims to
localize action instances in the given video with video-level categorical supervision …

Category-level 6D pose estimation, aiming to predict the location and orientation of unseen
object instances, is fundamental to many scenarios such as robotic manipulation and …

Scenes play a crucial role in breaking the storyline of movies and TV episodes into
semantically cohesive parts. However, given their complex temporal structure, finding scene …

Stereophonic audio is an indispensable ingredient to enhance human auditory experience.
Recent research has explored the usage of visual information as guidance to generate …

Videos such as movies or TV episodes usually need to divide the long storyline into
cohesive units, ie, scenes, to facilitate the understanding of video semantics. The key …

Our objective in this work is the long range understandingof the narrative structure of
movies. Instead of considering the entire movie, we propose to learn from thekey scenes' of …