An Efficient Content-Based Video Retrieval for Large Databases

Antonio Cedillo-Hernandez, Manuel Cedillo-Hernandez, Francisco Garcia-Ugalde, Mariko Nakano-Miyatake, Hector Perez-Meana

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

Multimedia data grows fast due to advances in information technologies, creating the demand for efficient video indexing and object retrieval techniques. Traditional methods consume significant computational resources such as storage space and processing time. In this paper we propose an efficient content-based video retrieval system that is based on three main stages. The first stage involves computing the DCimage of each I-frame, from which a summarization process to extract key-frames is performed. During the second stage, a segmentation processes is applied to each key-frame in order to isolate the region of interest within it. Local features are extracted from the resulting area and are stored as the descriptor of the frame. The retrieval stage is carried out by computing the Euclidean distance and determines if its content is related with the video database. Experimental results show that the proposed approach is promising in terms of efficiency and effectiveness.

Original languageEnglish
Title of host publicationProceedings - 2015 International Conference on Mechatronics, Electronics, and Automotive Engineering, ICMEAE 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages15-19
Number of pages5
ISBN (Electronic)9781467383288
DOIs
StatePublished - 2015
EventInternational Conference on Mechatronics, Electronics, and Automotive Engineering, ICMEAE 2015 - Cuernavaca, Morelos, Mexico
Duration: 24 Nov 201527 Nov 2015

Publication series

NameProceedings - 2015 International Conference on Mechatronics, Electronics, and Automotive Engineering, ICMEAE 2015

Conference

ConferenceInternational Conference on Mechatronics, Electronics, and Automotive Engineering, ICMEAE 2015
Country/TerritoryMexico
CityCuernavaca, Morelos
Period24/11/1527/11/15

Keywords

  • DC-frame
  • Efficient CBVR system
  • SURF
  • Video indexing

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