Interactive near-duplicate video retrieval and detection

ABSTRACT

Video near-duplicate retrieval has become a compelling researching topic in recent years, due to the proliferation of online video uploading/sharing sites and the exponential explosion of video data. Previously, we introduced one new "realtime near-duplicate video retrieval/detection system" -- UQLIPS. UQLIPS is a Web-based integrated platform which performs fast retrieval of near-duplicate clips from segmented video collections, as well as online detection of near-duplicate occurrences over continuous video streams. On top of the showcase we have demonstrated, in this paper we introduce recently designed new user interaction features in our system. These new user interaction features provide users the options to make their own near-duplicate videos by edition operations, tune system parameters, visualize video features, and generate diverse views.

REFERENCES

• 1: Z. Huang, L. Wang, H. T. Shen, J. Shao, and X. Zhou, "Online near--duplicate video clip detection and retrieval: An accurate and fast system," in ICDE, 2009, pp. 1511--1514.
• 2: W. Zhao and C.-W. Ngo, "Scale-rotation invariant pattern entropy for keypoint-based near-duplicate detection," IEEE Transactions on Image Processing, vol. 18, no. 2, pp. 412--423, 2009.
• 3: J. Law-To, L. Chen, A. Joly, I. Laptev, O. Buisson, V. Gouet-Brunet, N. Boujemaa, and F. Stentiford, "Video copy detection: a comparative study." in CIVR, 2007, pp. 371--378.

INDEX TERMS

Primary Classification:
  H. Information Systems
  H.3 INFORMATION STORAGE AND RETRIEVAL
      H.3.3 Information Search and Retrieval
          Subjects: Search process

General Terms:
Measurement

Keywords:
interactive retrieval and detection, near-duplicate video