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A novel video mining system

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Original languageEnglish
Title of host publicationIEEE International Conference on Image Processing, 2007 (ICIP 2007), San Antonio
Publisher or commissioning bodyInstitute of Electrical and Electronics Engineers (IEEE)
Publication dateSep 2007
PagesI-185 - I-188
Number of pages4
VolumeI
ISBN (Print)9781424414376
DOIs
StatePublished

Conference

ConferenceInternational Conference on Image Processing
CountryUnited States
CitySan Antonio, TX
Period1/09/07 → …

Abstract

This paper describes a novel object mining system for videos. An algorithm published in a previous paper by the authors is used to segment the video into shots and extract stable tracks from them. A grouping technique is introduced to combine these stable tracks into meaningful object clusters. These clusters are used in mining similar objects. Compared to other object mining systems, our approach mines more instances of similar objects in different shots. The proposed framework is applied to a full length feature film and improved results are shown.

Additional information

Rose publication type: Conference contribution Terms of use: Copyright © 2007 IEEE. Reprinted from IEEE International Conference on Image Processing 2007 (ICIP 2007). This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of the University of Bristol's products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to pubs-permissions@ieee.org. By choosing to view this document, you agree to all provisions of the copyright laws protecting it.

Research areas

  • object mining, feature extraction, object clustering

Event

International Conference on Image Processing

Duration1 Sep 2007 → …
CountryUnited States
CitySan Antonio, TX

Event: Conference

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