Travelmedia: An intelligent management system for media captured in travel

Wei Ta Chu, Cheng Jung Li, Sheng Chun Tseng

Research output: Contribution to journalArticlepeer-review

7 Citations (Scopus)

Abstract

A media management system exploiting characteristics of travel media is designed to facilitate efficient management and browsing. According to travel schedules, travel media often have implicit thematic structure. Correlation between different modalities also provides implicit cues to media analysis. In this system, we exploit techniques of near-duplicate detection to select representative photos, and determine region-of-interest in photos to enhance browsing experience. For face-name association, a face clustering module based on visual language models is constructed. To systematically segment travel videos of bad visual quality and significant motion, we explore correlation between photos and videos based on approximate visual word histogram matching. Experimental results demonstrate the effectiveness of the proposed approaches and show that they are practical functions.

Original languageEnglish
Pages (from-to)93-104
Number of pages12
JournalJournal of Visual Communication and Image Representation
Volume22
Issue number1
DOIs
Publication statusPublished - 2011 Jan

All Science Journal Classification (ASJC) codes

  • Signal Processing
  • Media Technology
  • Computer Vision and Pattern Recognition
  • Electrical and Electronic Engineering

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