Film Analysis from the Perspective of Cinemeitrics Based on OpenCV and Deep Learning
Jiangnan Sun, Chunfang Li, Ruihan Tang · 2022
As a new method of film research, Cinemeitrics uses a systematic and digital way to measure and analyze film style, It focuses more on the measurability of objects and the accuracy of results. As an artistic medium, film has become a popular recording tool for creating historical documents. It is more and more actively getting rid of the shackles of text archives and playing an increasingly important role in recording the times, writing history. So this paper takes the historical film “The Founding of a Republic” as an example, uses image processing tools such as OpenCV to quantitatively analyze the film. The main work includes: shot segmentation, key frame extraction, subtitles extraction, object recognition and face tracking, providing data can be used to analyze film’s style, rhythm and emotion.