View CalendarView Calendar
Distinguished Lecture Series: What's This Movie About? Automatic Content Analysis and Summarization
WhenThursday, Nov 10, 2016, 3:30 – 4:30 p.m.
Campus locationElectrical Engineering Building (EE1)
Campus roomEEB-105
Event typesLectures/Seminars
Event sponsorsComputer Science & Engineering

CSE Distinguished Lecture

What's This Movie About? Automatic Content Analysis and Summarization
Abstract: Movie analysis is an umbrella term for many tasks aiming to automatically interpret, extract, and summarize the content of a movie. Potential applications include generating shorter versions of scripts to help with the decision making process in a production company, enhancing movie recommendation engines by abstracting over specific keywords to more general concepts (e.g., thrillers with psychopaths), and notably generating movie previews.

In this talk I will illustrate how NLP-based models together with video analysis can be used to facilitate various steps in the movie production pipeline. I will formalize the process of generating a shorter version of a movie as the task of finding an optimal chain of scenes and present a graph-based model that selects a chain by jointly optimizing its logical progression, diversity, and importance. I will then apply this framework to screenplay summarization, a task which could enhance script browsing and speed up reading time. I will also show that by aligning the screenplay to the movie, the model can generate movie previews with minimal modification. Finally, I will discuss how the computational analysis of movies can lead to tools that automatically create movie "profiles" which give a first impression of the movie by describing its plot, mood, location, or style.…
View CalendarView CalendarPrintPrint
Events calendar powered by Trumba