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ExtVision: Augmentation of Visual Experiences with Generation of Context Images for a Peripheral Vision Using Deep Neural Network

Published: 21 April 2018 Publication History

Abstract

We propose a system, called ExtVision, to augment visual experiences by generating and projecting context-images onto the periphery of the television or computer screen. A peripheral projection of the context-image is one of the most effective techniques to enhance visual experiences. However, the projection is not commonly used at present, because of the difficulty in preparing the context-image. In this paper, we propose a deep neural network-based method to generate context-images for peripheral projection. A user study was performed to investigate the manner in which the proposed system augments traditional visual experiences. In addition, we present applications and future prospects of the developed system.

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Cited By

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  • (2023)ExtEdge: Haptic Augmentation of Visual Experiences of a Smartphone by Electro-Tactile Sensation Through the EdgesProceedings of the 2023 ACM Symposium on Spatial User Interaction10.1145/3607822.3614543(1-8)Online publication date: 13-Oct-2023
  • (2023)When XR and AI Meet - A Scoping Review on Extended Reality and Artificial IntelligenceProceedings of the 2023 CHI Conference on Human Factors in Computing Systems10.1145/3544548.3581072(1-45)Online publication date: 19-Apr-2023
  • (2023)Towards Automatic Content Generation for Immersive Cinema Theater Based on Artificial Intelligence2023 IEEE 25th International Workshop on Multimedia Signal Processing (MMSP)10.1109/MMSP59012.2023.10337685(1-6)Online publication date: 27-Sep-2023
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    cover image ACM Conferences
    CHI '18: Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems
    April 2018
    8489 pages
    ISBN:9781450356206
    DOI:10.1145/3173574
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 21 April 2018

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    Author Tags

    1. augmented video
    2. human vision
    3. immersion
    4. large field of view
    5. spatially augmented reality
    6. video extrapolation

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    CHI '18 Paper Acceptance Rate 666 of 2,590 submissions, 26%;
    Overall Acceptance Rate 6,199 of 26,314 submissions, 24%

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    Cited By

    View all
    • (2023)ExtEdge: Haptic Augmentation of Visual Experiences of a Smartphone by Electro-Tactile Sensation Through the EdgesProceedings of the 2023 ACM Symposium on Spatial User Interaction10.1145/3607822.3614543(1-8)Online publication date: 13-Oct-2023
    • (2023)When XR and AI Meet - A Scoping Review on Extended Reality and Artificial IntelligenceProceedings of the 2023 CHI Conference on Human Factors in Computing Systems10.1145/3544548.3581072(1-45)Online publication date: 19-Apr-2023
    • (2023)Towards Automatic Content Generation for Immersive Cinema Theater Based on Artificial Intelligence2023 IEEE 25th International Workshop on Multimedia Signal Processing (MMSP)10.1109/MMSP59012.2023.10337685(1-6)Online publication date: 27-Sep-2023
    • (2023)360-GAN: Cycle-Consistent GAN for Extrapolating 360-Degree Field-of-View2023 11th European Workshop on Visual Information Processing (EUVIP)10.1109/EUVIP58404.2023.10323054(1-6)Online publication date: 11-Sep-2023
    • (2022)Cyborgs, Human Augmentation, Cybernetics, and JIZAI BodyProceedings of the Augmented Humans International Conference 202210.1145/3519391.3519401(230-242)Online publication date: 13-Mar-2022
    • (2022)Augmenting a Nature Documentary with a Lifelike Hologram in Virtual RealityProceedings of the 2022 ACM International Conference on Interactive Media Experiences10.1145/3505284.3532974(275-280)Online publication date: 21-Jun-2022
    • (2022)The User Experience of Journeys in the Realm of Augmented Reality TelevisionProceedings of the 2022 ACM International Conference on Interactive Media Experiences10.1145/3505284.3529969(161-174)Online publication date: 21-Jun-2022
    • (2022)Evaluating and Updating a Design Space for Augmented Reality TelevisionProceedings of the 2022 ACM International Conference on Interactive Media Experiences10.1145/3505284.3529965(79-94)Online publication date: 21-Jun-2022
    • (2022)Spherical Image Generation From a Few Normal-Field-of-View Images by Considering Scene SymmetryIEEE Transactions on Pattern Analysis and Machine Intelligence10.1109/TPAMI.2022.3215933(1-15)Online publication date: 2022
    • (2022)Guided Co-Modulated GAN for 360° Field of View Extrapolation2022 International Conference on 3D Vision (3DV)10.1109/3DV57658.2022.00059(475-485)Online publication date: Sep-2022
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