NDLI: A content-based approach for detecting highlights in action movies

Content Provider	Springer Nature Link
Author	Yeh, Mei Chen Tsai, Yen Wei Hsu, Hao Chen
Copyright Year	2015
Abstract	Although detecting highlights in films is a trivial task for humans, previous studies have not determined whether a computer can be equipped with this capability. In this paper, we present a content-based system that automatically detects highlight scenes and predicts highlight scores in action movies. In particular, high-level image attributes and an early event detection approach are applied. Dissimilar to current learning-based approaches that model the relationship between the whole highlight and corresponding audiovisual features, the proposed system studies the temporal changes of a set of general features from a nonhighlight to a highlight scene. The experimental results indicate that achieving the highlight detection task is technically feasible. It also provides critical insights into understanding the feasibility of solving this challenging problem. For example, both audio and visual features are crucial and the filming style can be captured using high-level image attributes, which further improve the overall detection performance.
Starting Page	287
Ending Page	295
Page Count	9
File Format	PDF
ISSN	09424962
Journal	Multimedia Systems
Volume Number	22
Issue Number	3
e-ISSN	14321882
Language	English
Publisher	Springer Berlin Heidelberg
Publisher Date	2015-03-21
Publisher Place	Berlin, Heidelberg
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Media content analysis Highlight detection Affective computing Cross-modality integration Multimedia Information Systems Computer Communication Networks Operating Systems Data Storage Representation Data Encryption Computer Graphics
Content Type	Text
Resource Type	Article
Subject	Computer Networks and Communications Information Systems Media Technology Hardware and Architecture Software

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Image retrieval with a multi-modality ontology

Interactive multimedia computing

Mobile and Ubiquitous Multimedia

COSMOROE: a cross-media relations framework for modelling multimedia dialectics

A survey on JPEG2000 encryption

RELIEF-MM: effective modality weighting for multimedia information retrieval

HyMN-injection-based multimedia content distribution in hybrid wireless networks

User-centered control within multimedia presentations

Multimedia security: the 22nd century approach

A content-based approach for detecting highlights in action movies

Similar Documents

Image retrieval with a multi-modality ontology

Interactive multimedia computing

Mobile and Ubiquitous Multimedia

COSMOROE: a cross-media relations framework for modelling multimedia dialectics

A survey on JPEG2000 encryption

RELIEF-MM: effective modality weighting for multimedia information retrieval

HyMN-injection-based multimedia content distribution in hybrid wireless networks

User-centered control within multimedia presentations

Multimedia security: the 22nd century approach

A content-based approach for detecting highlights in action movies