Vibro: Video Browsing with Semantic and Visual Image Embeddings

被引:6
|
作者
Schall, Konstantin [1 ]
Hezel, Nico [1 ]
Jung, Klaus [1 ]
Barthel, Kai Uwe [1 ]
机构
[1] Univ Appl Sci, HTW Berlin, Visual Comp Grp, Wilhelminenhofstr 75, D-12459 Berlin, Germany
来源
关键词
Content-based video retrieval; Exploration; Visualization; Image browsing; Visual and textual co-embeddings;
D O I
10.1007/978-3-031-27077-2_56
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Vibro represents a powerful tool for interactive video retrieval and browsing and is the winner of the Video Browser Showdown 2022. Following the saying of "never change a winning system" we did not change any of the underlying concepts nor added any new features. Instead, we focused on improving the three existing cornerstones of the software, which are text-to-image search, image-to-image search and browsing results with 2D sorted maps. The changes to these three parts are summarized in this paper, and in addition, an overview of the AVS-mode of vibro is given.
引用
收藏
页码:665 / 670
页数:6
相关论文
共 50 条
  • [31] Visual attention based image browsing on mobile devices
    Fan, X
    Xie, X
    Ma, WY
    Zhang, HJ
    Zhou, HQ
    2003 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL I, PROCEEDINGS, 2003, : 53 - 56
  • [32] VISTO: Visual Storyboard for Web Video Browsing, Searching and Indexing
    Pellegrini, Marco
    ERCIM NEWS, 2009, (77): : 37 - 38
  • [33] New methods for visual information seeking through video browsing
    Hürst, W
    Götz, G
    Lauer, T
    EIGHTH INTERNATIONAL CONFERENCE ON INFORMATION VISUALISATION, PROCEEDINGS, 2004, : 450 - 455
  • [34] Visual Image Browsing and Exploration (Vibe): User Evaluations of Image Search Tasks
    Strong, Grant
    Hoeber, Orland
    Gong, Minglun
    ACTIVE MEDIA TECHNOLOGY, 2010, 6335 : 424 - 435
  • [35] Semantic code browsing
    Garcia-Contreras, Isabel
    Morales, Jose F.
    Hermenegildo, Manuel V.
    THEORY AND PRACTICE OF LOGIC PROGRAMMING, 2016, 16 : 721 - 737
  • [36] Semantic web browsing
    Papadakis, Ioannis
    Stefanidakis, Michalis
    WEBIST 2007: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON WEB INFORMATION SYSTEMS AND TECHNOLOGIES, VOL WIA: WEB INTERFACES AND APPLICATIONS, 2007, : 400 - +
  • [37] Semantic browsing with PowerMagpie
    Gridinoc, Laurian
    Sabou, Marta
    d'Aquin, Mathieu
    Dzbor, Martin
    Motta, Enrico
    SEMANTIC WEB: RESEARCH AND APPLICATIONS, PROCEEDINGS, 2008, 5021 : 802 - 806
  • [38] Video2Vec: Learning Semantic Spatio-Temporal Embeddings for Video Representation
    Hu, Sheng-Hung
    Li, Yikang
    Li, Baoxin
    2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2016, : 811 - 816
  • [39] Integrating low-level and semantic visual cues for improved image-to-video experiences
    Pinho, Pedro
    Baltazar, Joel
    Pereira, Fernando
    IMAGE ANALYSIS AND RECOGNITION, PT 2, 2006, 4142 : 832 - 843
  • [40] Browsing the Semantic Web
    Lassila, Ora
    SEVENTEENTH INTERNATIONAL CONFERENCE ON DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2006, : 365 - +