Efficient and Cost-effective Techniques for Browsing and Indexing Large Video Databases
Summary: Content-based, fully automatic video indexing from shot segmentation with camera-tracking; uses Var^BA and Var^OA to encode background/foreground change. Builds a browsing hierarchy and a variance-based index for efficient similarity search. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. JungHwan Oh
- 2. Kien A. Hua
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 316 | NoScope: Optimizing Neural Network Queries over Video at Scale | 2017 | VLDB | 0.00027988668 |
| 696 | BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics | 2020 | VLDB | 0.00018048935 |
| 6,182 | Top-K Deep Video Analytics: A Probabilistic Approach | 2021 | SIGMOD | 5.1682689e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,206 | Panorama: A Data System for Unbounded Vocabulary Querying over Video | 2020 | VLDB | 7.3826363e-05 |
| 1,293 | Content-Based Image Indexing | 1994 | VLDB | 0.00012783639 |
| 12,176 | Effective Data Co-Reduction for Multimedia Similarity Search | 2011 | SIGMOD | 4.1945683e-05 |
| 11,061 | Optimizing Video Queries with Declarative Clues | 2024 | VLDB | 4.1945683e-05 |
| 8,672 | Optimizing Video Selection LIMIT Queries With Commonsense Knowledge | 2024 | VLDB | 4.4710897e-05 |
| 7,922 | Video-zilla: An Indexing Layer for Large-Scale Video Analytics | 2022 | SIGMOD | 4.615892e-05 |
| 3,604 | Spatial and Temporal Constrained Ranked Retrieval over Videos | 2022 | VLDB | 6.9301368e-05 |
| 14,122 | Modelling and Querying Video Data | 1994 | VLDB | - |
| 9,096 | Challenges and Techniques for Effective and Efficient Similarity Search in Large Video Databases | 2008 | VLDB | 4.3974472e-05 |
| 4,666 | Towards Effective Indexing for Very Large Video Sequence Database | 2005 | SIGMOD | 6.0124339e-05 |