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 |
|---|---|---|---|---|
| 317 | NoScope: Optimizing Neural Network Queries over Video at Scale | 2017 | VLDB | 0.0002798145 |
| 694 | BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics | 2020 | VLDB | 0.00018031141 |
| 6,184 | Top-K Deep Video Analytics: A Probabilistic Approach | 2021 | SIGMOD | 5.1636368e-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 |
|---|---|---|---|---|
| 3,212 | Panorama: A Data System for Unbounded Vocabulary Querying over Video | 2020 | VLDB | 7.3772955e-05 |
| 1,290 | Content-Based Image Indexing | 1994 | VLDB | 0.00012774326 |
| 12,184 | Effective Data Co-Reduction for Multimedia Similarity Search | 2011 | SIGMOD | 4.1905499e-05 |
| 11,064 | Optimizing Video Queries with Declarative Clues | 2024 | VLDB | 4.1905499e-05 |
| 8,646 | Optimizing Video Selection LIMIT Queries With Commonsense Knowledge | 2024 | VLDB | 4.4720866e-05 |
| 7,922 | Video-zilla: An Indexing Layer for Large-Scale Video Analytics | 2022 | SIGMOD | 4.6114931e-05 |
| 3,599 | Spatial and Temporal Constrained Ranked Retrieval over Videos | 2022 | VLDB | 6.92963e-05 |
| 14,136 | Modelling and Querying Video Data | 1994 | VLDB | - |
| 9,092 | Challenges and Techniques for Effective and Efficient Similarity Search in Large Video Databases | 2008 | VLDB | 4.3934714e-05 |
| 4,663 | Towards Effective Indexing for Very Large Video Sequence Database | 2005 | SIGMOD | 6.0066508e-05 |