Analysis of User Exploration Patterns during Scene Cuts in Omnidirectional Videos

Dmitrii Monakhov, Deepa Naik, Igor D. D. Curcio, Henri Toukomaa

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

    1 Citation (Scopus)

    Abstract

    Omnidirectional video can be comprised of several scenes joined together. A scene in a video can change within the same semantic content due to switching to a different camera position (e.g., in a multi-camera sport event), referred to as intra-scene transition; in other situations, a scene in a video can change between different semantic content, referred to as inter-scene transition (e.g., a scene cut from a movie). — In this paper an attempt is made to 1) find the user exploration behavior in terms of the exploration range, angular speed and acceleration metrics; 2) Investigate whether there is any exploration behavioral change in the watching patterns between intra- and inter-scene transitions. — We find that there is an increase in the exploratory behavior for all the above-mentioned metrics, and show that there is a delay (reaction time) between the scene transition and the start of the exploration. Finally, we also show that the exploratory behavior is higher in inter-scene transitions compared to intra-scene transitions.
    Original languageEnglish
    Title of host publicationSMPTE 2018
    PublisherSMPTE
    Number of pages20
    ISBN (Print)978-1-61482-960-7
    DOIs
    Publication statusPublished - Oct 2018
    Publication typeA4 Article in conference proceedings
    EventSMPTE Annual Technical Conference & Exhibition -
    Duration: 1 Jan 2000 → …

    Conference

    ConferenceSMPTE Annual Technical Conference & Exhibition
    Period1/01/00 → …

    Keywords

    • Omnidirectional video
    • 360 Degrees video
    • Exploration range
    • Scene transitions
    • Watching patterns
    • Scene cuts
    • Viewport dependent streaming

    Publication forum classification

    • Publication forum level 0

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