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
  • [1] Image and video databases: Visual browsing, querying and retrieval
    DelBimbo, A
    JOURNAL OF VISUAL LANGUAGES AND COMPUTING, 1996, 7 (04): : 353 - 359
  • [2] AUGMENTED VISUAL-SEMANTIC EMBEDDINGS FOR IMAGE AND SENTENCE MATCHING
    Chen, Zerui
    Huang, Yan
    Wang, Liang
    2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2019, : 290 - 294
  • [3] Semantic browsing and retrieval in image libraries
    Kutics, A
    Nakagawa, A
    IMAGE ANALYSIS AND RECOGNITION, PT 1, PROCEEDINGS, 2004, 3211 : 737 - 744
  • [4] Designing for semantic access: A video browsing system
    Hollfelder, S
    Everts, A
    Thiel, U
    IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS, PROCEEDINGS VOL 1, 1999, : 394 - 399
  • [5] Designing for semantic access: A video browsing system
    Hollfelder, S
    Everts, A
    Thiel, U
    MULTIMEDIA TOOLS AND APPLICATIONS, 2000, 11 (03) : 281 - 293
  • [6] Designing for semantic access: a video browsing system
    GMD - Integrated Publication and, Information Systems Inst , Darmstadt, Germany
    Int Conf Multimedia Comput Syst Proc, (394-399):
  • [7] Designing for semantic access: a video browsing system
    Silvia H.
    Everts A.
    Thiel U.
    Multimedia Tools and Applications, 2000, 11 (3) : 281 - 293
  • [8] Efficient Search and Browsing of Large-Scale Video Collections with Vibro
    Hezel, Nico
    Schall, Konstantin
    Jung, Klaus
    Barthel, Kai Uwe
    MULTIMEDIA MODELING, MMM 2022, PT II, 2022, 13142 : 487 - 492
  • [9] Image browsing:: Semantic analysis of NNk networks
    Heesch, D
    Rüger, S
    IMAGE AND VIDEO RETRIEVAL, PROCEEDINGS, 2005, 3568 : 609 - 618
  • [10] Visual Browsing of Large Image Databases
    Schaefer, Gerald
    ADVANCED MACHINE LEARNING TECHNOLOGIES AND APPLICATIONS, AMLTA 2014, 2014, 488 : 531 - 539