Challenges and Techniques for Effective and Efficient Similarity Search in Large Video Databases
Summary: Novel scalable methods for content-based video similarity search in large databases. Two tasks: retrieval over segmented clip collections and subsequence identification in unsegmented streams; demonstrated in the UQLIPS prototype with commercialization potential. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Jie Shao
- 2. Heng Tao Shen
- 3. Xiaofang Zhou
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,672 | Optimizing Video Selection LIMIT Queries With Commonsense Knowledge | 2024 | VLDB | 4.4710897e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 34 | Similarity Search in High Dimensions via Hashing | 1999 | VLDB | 0.00076637636 |
| 65 | Fast Subsequence Matching in Time-Series Databases | 1994 | SIGMOD | 0.00062029383 |
| 79 | A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces | 1998 | VLDB | 0.00056242144 |
| 129 | The X-tree: An Index Structure for High-Dimensional Data | 1996 | VLDB | 0.0004429571 |
| 358 | On The Marriage of Lp-norms and Edit Distance | 2004 | VLDB | 0.0002599481 |
| 699 | Exact Indexing of Dynamic Time Warping | 2002 | VLDB | 0.00018015254 |
| 1,806 | Local Dimensionality Reduction: A New Approach to Indexing High Dimensional Spaces | 2000 | VLDB | 0.00010490769 |
| 4,666 | Towards Effective Indexing for Very Large Video Sequence Database | 2005 | SIGMOD | 6.0124339e-05 |
| 12,468 | UQLIPS: A Real-time Near-duplicate Video Clip Detection System | 2007 | VLDB | 4.1945683e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,176 | Effective Data Co-Reduction for Multimedia Similarity Search | 2011 | SIGMOD | 4.1945683e-05 |
| 3,425 | Efficient EMD-based Similarity Search in Multimedia Databases via Flexible Dimensionality Reduction | 2008 | SIGMOD | 7.1077107e-05 |
| 14,122 | Modelling and Querying Video Data | 1994 | VLDB | - |
| 13,525 | Techniques for Similarity Searching in Multimedia Databases | 2010 | VLDB | - |
| 1,755 | Efficient User-Adaptable Similarity Search in Large Multimedia Databases | 1997 | VLDB | 0.00010669106 |
| 3,604 | Spatial and Temporal Constrained Ranked Retrieval over Videos | 2022 | VLDB | 6.9301368e-05 |
| 11,061 | Optimizing Video Queries with Declarative Clues | 2024 | VLDB | 4.1945683e-05 |
| 12,468 | UQLIPS: A Real-time Near-duplicate Video Clip Detection System | 2007 | VLDB | 4.1945683e-05 |
| 4,666 | Towards Effective Indexing for Very Large Video Sequence Database | 2005 | SIGMOD | 6.0124339e-05 |
| 4,232 | Efficient and Cost-effective Techniques for Browsing and Indexing Large Video Databases | 2000 | SIGMOD | 6.3377333e-05 |