Abstract
We present our NoShot Video Browser, which has been successfully used at the last Video Browser Showdown competition VBS2020 at the MMM2020. NoShot is given its name due to the fact, that it neither makes use of any kind of shot detection nor utilize the VBS master shots. Instead videos are split into frames with a time distance of one second. The biggest strength of the system lies in its feature “time cache”, which shows results with the best confidence in a range of seconds.
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References
Berns, F., Rossetto, L., Schoeffmann, K., Beecks, C., Awad, G.: V3c1 dataset: an evaluation of content characteristics. In: Proceedings of the 2019 on International Conference on Multimedia Retrieval, pp. 334–338. ACM (2019)
Leibetseder, A., Kletz, S., Schoeffmann, K.: Sketch-based similarity search for collaborative feature maps. In: Schoeffmann, K., et al. (eds.) MMM 2018. LNCS, vol. 10705, pp. 425–430. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-73600-6_45
Leibetseder, A., Münzer, B., Primus, J., Kletz, S., Schoeffmann, K.: diveXplore 4.0: the ITEC deep interactive video exploration system at VBS2020. In: Ro, Y.M., et al. (eds.) MMM 2020. LNCS, vol. 11962, pp. 753–759. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-37734-2_65
Lokoc, J., Bailer, W., Schoeffmann, K., Muenzer, B., Awad, G.: On influential trends in interactive video retrieval: video browser showdown 2015–2017. IEEE Trans. Multimedia 1 (2018). https://doi.org/10.1109/TMM.2018.2830110
Lokoč, J., et al.: Interactive search or sequential browsing? A detailed analysis of the video browser showdown 2018. ACM Trans. Multimedia Comput. Commun. Appl. 15(1), 29:1–29:18 (2019). https://doi.org/10.1145/3295663
Primus, M.J., Münzer, B., Leibetseder, A., Schoeffmann, K.: The ITEC collaborative video search system at the video browser showdown 2018. In: Schoeffmann, K., et al. (eds.) MMM 2018. LNCS, vol. 10705, pp. 438–443. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-73600-6_47
Redmon, J., Farhadi, A.: Yolo9000: better, faster, stronger. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 2017
Rossetto, L., et al.:Interactive video retrieval in the age of deep learning-detailed evaluation of VBS 2019. IEEE Trans. Multimedia (2020)
Rossetto, L., Schuldt, H., Awad, G., Butt, A.A.: V3C – a research video collection. In: Kompatsiaris, I., Huet, B., Mezaris, V., Gurrin, C., Cheng, W.-H., Vrochidis, S. (eds.) MMM 2019. LNCS, vol. 11295, pp. 349–360. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-05710-7_29
Schoeffmann, K.: A user-centric media retrieval competition: the video browser showdown 2012–2014. MultiMedia, IEEE 21(4), 8–13 (2014). https://doi.org/10.1109/MMUL.2014.56
Schoeffmann, K., Münzer, B., Leibetseder, A., Primus, J., Kletz, S.: Autopiloting feature maps: the deep interactive video exploration (diveXplore) system at VBS2019. In: Kompatsiaris, I., Huet, B., Mezaris, V., Gurrin, C., Cheng, W.-H., Vrochidis, S. (eds.) MMM 2019. LNCS, vol. 11296, pp. 585–590. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-05716-9_50
Schoeffmann, K., et al.: Collaborative feature maps for interactive video search. In: Amsaleg, L., Gumundsson, G., Gurrin, C., Jonsson, B., Satoh, S. (eds.) MMM 2017. LNCS, vol. 10133, pp. 457–462. Springer, Heidelberg (2017). https://doi.org/10.1007/978-3-319-51814-5_41
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This work was funded by the FWF Austrian Science Fund under grant P 32010-N38.
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Karisch, C., Leibetseder, A., Schoeffmann, K. (2021). NoShot Video Browser at VBS2021. In: Lokoč, J., et al. MultiMedia Modeling. MMM 2021. Lecture Notes in Computer Science(), vol 12573. Springer, Cham. https://doi.org/10.1007/978-3-030-67835-7_36
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DOI: https://doi.org/10.1007/978-3-030-67835-7_36
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