基于Python的计量电影学软件开发研究  

Development research of cinemetrics software based on Python

作　　者：王若松 WANG Ruosong(College of Art,Cheongju University)

机构地区：[1]清州大学艺术学院,韩国清州28497

出　　处：《现代电影技术》2025年第3期45-51,共7页Advanced Motion Picture Technology

摘　　要：本研究旨在开发一款名为CineMetrics Pro(CMP)的电影分析软件,综合运用计算机音视频分析及自然语言处理(NLP)技术,通过镜头标记、镜头分析、色彩分析、字幕分析和音频分析五大模块,实现对电影的多维度分析,助力计量电影学研究。软件基于Python开发,采用PyQt5构建图形界面,结合OpenCV、librosa等视觉和语音库,完成视频处理、数据可视化等功能。实验结果显示,软件能有效提取电影中的可测数据并自动生成分析图表。尽管软件功能受限于现有技术,但其仍可为计量电影学研究提供新思路。未来,该软件将聚焦于提高自动化程度、探索音视频分析更优方案等内容,推动形成一套完整的计量电影学研究范式。This research aims to develop a film analysis software called CineMetrics Pro(CMP),which integrates computer audio-visual analysis and natural language processing(NLP)techniques.Through five major modules,which are shot an-notation,shot analysis,color analysis,subtitle analysis,and audio analysis,the software achieves multi-dimensional analy-sis of films,assisting cinemetrics research.The software is developed using Python,with a graphical user interface built us-ing PyQt5,and integrates visual and audio libraries such as OpenCV and librosa to perform video processing and data vi-sualization functions.The results show that the software can effectively extract observable data from films and automatically generate analytical charts.Although its functionality is currently limited by existing technologies,it still provides new per-spectives for cinemetrics research.In the future,the software will focus on improving automation and exploring more opti-mized audio-visual analysis solutions to establish a comprehensive paradigm for cinemetrics research.

关 键 词：计量电影学 电影分析 镜头标记 软件开发 

分 类 号：TP37[自动化与计算机技术—计算机系统结构] J91[自动化与计算机技术—计算机科学与技术]