NDLI: Hierarchical video summarization in reference subspace

Content Provider	IEEE Xplore Digital Library
Author	Jiang, R.M. Sadka, A.H. Crookes, D.
Copyright Year	1975
Abstract	In this paper, a hierarchical video structure summarization approach using Laplacian Eigenmap is proposed, where a small set of reference frames is selected from the video sequence to form a reference subspace to measure the dissimilarity between two arbitrary frames. In the proposed summarization scheme, the shot-level key frames are first detected from the continuity of inter-frame dissimilarity, and the sub-shot level and scene level representative frames are then summarized by using k-mean clustering. The experiment is carried on both test videos and movies, and the results show that in comparison with a similar approach using latent semantic analysis, the proposed approach using Laplacian Eigenmap can achieve a better recall rate in keyframe detection, and gives an efficient hierarchical summarization at sub shot, shot and scene levels subsequently.
Sponsorship	IEEE Consumer Electronics Society
File Size	2908054
File Format	PDF
ISSN	00983063
Volume Number	55
Issue Number	3
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-08-01
Publisher Place	U.S.A.
Access Restriction	One Nation One Subscription (ONOS)
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Video sharing Layout Laplace equations Gunshot detection systems Multimedia databases Image segmentation Video sequences Testing Motion pictures Explosions Representative Frame Hiearchical Video Summarization Latent Semantic Analysis Laplacian Eigenmap
Content Type	Text
Resource Type	Article
Subject	Electrical and Electronic Engineering Media Technology

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

Scene Segmentation and Semantic Representation for High-Level Retrieval

Video shot detection and condensed representation. a review

Information theory-based shot cut/fade detection and video summarization

Supervised and unsupervised classification post-processing for visual video summaries

Unsupervised video-shot segmentation and model-free anchorperson detection for news video story parsing

A video summarization tool using two-level redundancy detection for personal video recorders

Temporal segmentation of video objects for hierarchical object-based motion description

Efficient Multi-Reference Frame Selection Algorithm for Hierarchical B Pictures in Multiview Video Coding

Coarse-to-fine frame interpolation for frame rate up-conversion using pyramid structure

Hierarchical video summarization in reference subspace

Similar Documents

Scene Segmentation and Semantic Representation for High-Level Retrieval

Video shot detection and condensed representation. a review

Information theory-based shot cut/fade detection and video summarization

Supervised and unsupervised classification post-processing for visual video summaries

Unsupervised video-shot segmentation and model-free anchorperson detection for news video story parsing

A video summarization tool using two-level redundancy detection for personal video recorders

Temporal segmentation of video objects for hierarchical object-based motion description

Efficient Multi-Reference Frame Selection Algorithm for Hierarchical B Pictures in Multiview Video Coding

Coarse-to-fine frame interpolation for frame rate up-conversion using pyramid structure

Hierarchical video summarization in reference subspace