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Towards the Experience of Daytime Driving at Night (poster)

Published: 12 June 2019 Publication History

Abstract

What if the window of our cars is a magic window, which transforms dark views outside of the window at night into bright ones as we can see in the daytime? In this paper, we investigate the feasibility of implementing such a magic window, addressing two important requirements: (1) the quality of transformed images (from the nighttime to the daytime) and (2) the frame rate of transformed image stream. We present our initial ideas to address the problem and report preliminary results towards the experience of daytime driving at night.

References

[1]
Huaizu Jiang, Deqing Sun, Varun Jampani, Ming-Hsuan Yang, Erik Learned-Miller, and Jan Kautz. 2018. Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 9000--9008.
[2]
Jun-Yan Zhu, Taesung Park, Phillip Isola, and Alexei A Efros. 2017. Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks. In Proceedings of the IEEE International Conference on Computer Vision. 2223--2232.

Cited By

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  • (2021)Daydriex: Translating Nighttime Scenes towards Daytime Driving Experience at NightApplied Sciences10.3390/app1105201311:5(2013)Online publication date: 25-Feb-2021

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  1. Towards the Experience of Daytime Driving at Night (poster)

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    cover image ACM Conferences
    MobiSys '19: Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services
    June 2019
    736 pages
    ISBN:9781450366618
    DOI:10.1145/3307334
    Permission to make digital or hard copies of part or all 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 third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    New York, NY, United States

    Publication History

    Published: 12 June 2019

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    Author Tags

    1. image interpolation
    2. image translation
    3. real-time processing

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    Overall Acceptance Rate 274 of 1,679 submissions, 16%

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    • (2021)Daydriex: Translating Nighttime Scenes towards Daytime Driving Experience at NightApplied Sciences10.3390/app1105201311:5(2013)Online publication date: 25-Feb-2021

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