Visual Movie Analytics

doi:10.1109/TMM.2016.2614184

2016-11-01

PRE

Kuno Kurzhals *

Florian Heimerl

Daniel Weiskopf

DOI：10.1109/TMM.2016.2614184

原文链接

原文求助

摘要

En 中文

The analysis of inherent structures of movies plays an important role in studying stylistic devices and specific, content-related questions. Examples are the analysis of personal constellations in movie scenes, dialogue-based content analysis, or the investigation of image-based features. We provide a visual analytics approach that supports the analytical reasoning process to derive higher level insights about the content on a semantic level. Combining automatic methods for semantic scene analysis based on script and subtitle text, we perform a low-level analysis of the data automatically. Our approach features an interactive visualization that allows a multilayer interpretation of descriptive features to characterize movie content. For semantic analysis, we extract scene information from movie scripts and match them with the corresponding subtitles. With text-and image-based query techniques, we facilitate an interactive comparison of different movie scenes on an image and on a semantic level. We demonstrate how our approach can be applied for content analysis on a popular Hollywood movie.

Keyword:

Movie analysis

video visualization

visual analytics

AI总结

对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。

期刊

IEEE Transactions on Multimedia

IF:

9.7

论文数:

4.6K

被引数:

2.4W

机构

University of Stuttgart

学者数:

1.1W

论文数: 9.4K

被引数: 1.3W

引用论文

Service Learning in Interpreting Education

Sign Language Interpreting and Interpreter Education

IF0

2005-05-19

PREAI

Christine Monikowski; Rico Peterson

An Engineering Approach for Quantitative Analysis of the Lengthwise Strokes in Massage Therapies

Journal of Medical Devices

IF0

2008-10-24

PREAI

Hansong Zeng; Timothy A. Butterfield; Sudha Agarwal; Furqan Haq; Thomas M. Best; Yi Zhao

Over Half the Hair Cells in the Mouse Utricle First Appear After Birth, with Significant Numbers Originating from Early Postnatal Mitotic Production in Peripheral and Striolar Growth Zones

Journal of the Association for Research in Otolaryngology

IF0

2012-07-03

OAAI

Joseph C. Burns; Doan On; Wendy Baker; M. Sol Collado; Jeffrey T. Corwin

Surgery for Ulcerative Colitis Is Associated with a High Rate of Readmissions at 30 Days

Inflammatory Bowel Diseases

IF0

2015-09-01

OAAI

Joseph D. Feuerstein; Zhenghui G. Jiang; Edward Belkin; Jeffrey J. Lewandowski; Manuel Martinez-Vazquez; Anand Singla; Thomas Cataldo; Vitaliy Poylin; Adam S. Cheifetz

Regional differences in myelination of chick vestibulocochlear ganglion cells

International Journal of Developmental Neuroscience

IF0

2013-07-16

PREAI

Ying‐Jie Sun; Hiroto Kobayashi; Saori Yoshida; Nobuyuki Shirasawa; Akira Naito

Characterization of acid phosphatases from marine scuticociliate parasites and their activation by host's factors

Parasitology

IF0

2011-04-18

PREAI

I. SALINAS; E. W. MAAS; P. MUÑOZ