Conference paper Open Access

VideoAnalysis4ALL: An On-line Tool for the Automatic Fragmentation and Concept-based Annotation, and the Interactive Exploration of Videos

Collyda, Chrysa; Apostolidis, Evlampios; Pournaras, Alexandros; Markatopoulou, Foteini; Mezaris, Vasileios; Patras, Ioannis


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{
  "description": "<p>This paper presents the VideoAnalysis4ALL tool that supports the automatic fragmentation and concept-based annotation of videos, and the exploration of the annotated video fragments through an interactive user interface. The developed web application decomposes the video into two different granularities, namely shots and scenes, and annotates each fragment by evaluating the existence of a number (several hundreds) of high-level visual concepts in the keyframes extracted from these fragments. Through the analysis the tool enables the identification and labeling of semantically coherent video fragments, while its user interfaces allow the discovery of these fragments with the help of human-interpretable concepts. The integrated state-of-the-art video analysis technologies perform very well and, by exploiting the processing capabilities of multi-thread / multi-core architectures, reduce the time required for analysis to approximately one third of the video\u2019s duration, thus making the analysis three times faster than real-time processing.</p>", 
  "license": "http://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "Information Technologies Institute (ITI) - Centre for Research and Technology Hellas (CERTH)", 
      "@type": "Person", 
      "name": "Collyda, Chrysa"
    }, 
    {
      "affiliation": "Information Technologies Institute (ITI) - Centre for Research and Technology Hellas (CERTH)", 
      "@type": "Person", 
      "name": "Apostolidis, Evlampios"
    }, 
    {
      "affiliation": "Information Technologies Institute (ITI) - Centre for Research and Technology Hellas (CERTH)", 
      "@type": "Person", 
      "name": "Pournaras, Alexandros"
    }, 
    {
      "affiliation": "Information Technologies Institute (ITI) - Centre for Research and Technology Hellas (CERTH)", 
      "@type": "Person", 
      "name": "Markatopoulou, Foteini"
    }, 
    {
      "affiliation": "Information Technologies Institute (ITI) - Centre for Research and Technology Hellas (CERTH)", 
      "@type": "Person", 
      "name": "Mezaris, Vasileios"
    }, 
    {
      "affiliation": "Queen Mary University of London", 
      "@type": "Person", 
      "name": "Patras, Ioannis"
    }
  ], 
  "headline": "VideoAnalysis4ALL: An On-line Tool for the Automatic Fragmentation and Concept-based Annotation, and the Interactive Exploration of Videos", 
  "image": "https://zenodo.org/static/img/logos/zenodo-gradient-round.svg", 
  "datePublished": "2017-06-08", 
  "url": "https://zenodo.org/record/809700", 
  "keywords": [
    "Web-based on-line video analysis", 
    "Video segmentation", 
    "Video annotation", 
    "Video content exploration"
  ], 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.1145/3078971.3079015", 
  "@id": "https://doi.org/10.1145/3078971.3079015", 
  "@type": "ScholarlyArticle", 
  "name": "VideoAnalysis4ALL: An On-line Tool for the Automatic Fragmentation and Concept-based Annotation, and the Interactive Exploration of Videos"
}
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