VERGE: A Multimodal Interactive Video Search Engine

  • Anastasia Moumtzidou
  • Konstantinos Avgerinakis
  • Evlampios Apostolidis
  • Fotini Markatopoulou
  • Konstantinos Apostolidis
  • Theodoros Mironidis
  • Stefanos Vrochidis
  • Vasileios Mezaris
  • Ioannis Kompatsiaris
  • Ioannis Patras
Part of the Lecture Notes in Computer Science book series (LNCS, volume 8936)

Abstract

This paper presents VERGE interactive video retrieval engine, which is capable of searching into video content. The system integrates several content-based analysis and retrieval modules such as video shot boundary detection, concept detection, clustering and visual similarity search.

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References

  1. 1.
    Schoeffmann, K., Bailer, W.: Video Browser Showdown. ACM SIGMultimedia Records 4(2), 1–2 (2012)CrossRefGoogle Scholar
  2. 2.
    Apostolidis, E., Mezaris, V.: Fast shot segmentation combining global and local visual descriptors. In: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 6583–6587 (2014)Google Scholar
  3. 3.
    Rublee, E., Rabaud, V., Konolige, K., Bradski, G.: ORB: An efficient alternative to SIFT or SURF. In: 2011 IEEE International Conference on Computer Vision (ICCV), pp. 2564–2571 (2011)Google Scholar
  4. 4.
    Su, C.-W., Liao, H.-Y.M., Tyan, H.-R., Fan, K.-C., Chen, L.-H.: A motion-tolerant dissolve detection algorithm. IEEE Transactions on Multimedia 7, 1106–1113 (2005)CrossRefGoogle Scholar
  5. 5.
    Seo, K.-D., Park, S., Jung, S.-H.: Wipe scene-change detector based on visual rhythm spectrum. IEEE Transactions on Consumer Electronics 55(2), 831–838 (2009)CrossRefGoogle Scholar
  6. 6.
    Sidiropoulos, P., Mezaris, V., Kompatsiaris, I., Meinedo, H., Bugalho, M., Trancoso, I.: Temporal video segmentation to scenes using high-level audiovisual features. IEEE Transactions on Circuits and Systems for Video Technology 21(8), 1163–1177 (2011)CrossRefGoogle Scholar
  7. 7.
    Yeung, M., Yeo, B.-L., Liu, B.: Segmentation of video by clustering and graph analysis. Computer Vision and Image Understanding 71(1), 94–109 (1998)CrossRefGoogle Scholar
  8. 8.
    Jegou, H., Douze, M., Schmid, C., Perez, P.: Aggregating local descriptors into a compact image representation. In: Proc. CVPR (2010)Google Scholar
  9. 9.
    Jegou, H., Douze, M., Schmid, C.: Product quantization for nearest neighbor search. IEEE Transactions on Pattern Analysis and Machine Intelligence 33, 117–128 (2011)CrossRefGoogle Scholar
  10. 10.
    Mandasari, M.I., McLaren, M., van Leeuwen, D.A., Bingham, E., Mannila, H.: Random projection in dimensionality reduction: Applications to image and text data. In: 7th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, pp. 245–250 (2001)Google Scholar
  11. 11.
    Markatopoulou, F., Moumtzidou, A., Tzelepis, C., Avgerinakis, K., Gkalelis, N., Vrochidis, S., Mezaris, V., Kompatsiaris, I.: ITI-CERTH participation to TRECVID 2013. In: TRECVID 2013 Workshop, Gaithersburg, MD, USA (2013)Google Scholar
  12. 12.
    Markatopoulou, F., Mezaris, V., Kompatsiaris, I.: A comparative study on the use of multi-label classification techniques for concept-based video indexing and annotation. In: Gurrin, C., Hopfgartner, F., Hurst, W., Johansen, H., Lee, H., O’Connor, N. (eds.) MMM 2014, Part I. LNCS, vol. 8325, pp. 1–12. Springer, Heidelberg (2014)CrossRefGoogle Scholar
  13. 13.
    Safadi, B., Quénot, G.: Re-ranking by local re-scoring for video indexing and retrieval. In: 20th ACM Int. Conf. on Information and Knowledge Management, pp. 2081–2084 (2011)Google Scholar
  14. 14.
    Johnson, S.C.: Hierarchical Clustering Schemes. Psychometrika 2, 241–254 (1967)CrossRefGoogle Scholar

Copyright information

© Springer International Publishing Switzerland 2015

Authors and Affiliations

  • Anastasia Moumtzidou
    • 1
  • Konstantinos Avgerinakis
    • 1
  • Evlampios Apostolidis
    • 1
  • Fotini Markatopoulou
    • 1
    • 2
  • Konstantinos Apostolidis
    • 1
  • Theodoros Mironidis
    • 1
  • Stefanos Vrochidis
    • 1
  • Vasileios Mezaris
    • 1
  • Ioannis Kompatsiaris
    • 1
  • Ioannis Patras
    • 2
  1. 1.Information Technologies InstituteCentre for Research and Technology HellasThermi-ThessalonikiGreece
  2. 2.School of Electronic Engineering and Computer ScienceQMULUK

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