VOCAL: Video Organization and Interactive Compositional AnaLytics
Summary: VOCAL: a VDBMS for interactive organization, exploration, and cleaning of heterogeneous video corpora without requiring clean data or pretrained detectors. Supports efficient compositional spatiotemporal queries over multi-object events via optimizations that reduce manual labeling and query costs. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Maureen Daum
- 2. Enhao Zhang
- 3. Dong He
- 4. Magdalena Balazinska
- 5. Brandon Haynes
- 6. Ranjay Krishna
- 7. Apryle Craig
- 8. Aaron Wirsing
Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,565 | Optimizing Video Analytics with Declarative Model Relationships | 2023 | VLDB | 6.0746821e-05 |
| 5,206 | ThalamusDB: Approximate Query Processing on Multi-Modal Data | 2024 | SIGMOD | 5.625641e-05 |
| 8,382 | EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions | 2023 | VLDB | 4.5263687e-05 |
| 9,361 | Interactive Demonstration of EVA | 2023 | VLDB | 4.3475379e-05 |
| 9,771 | VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building | 2023 | VLDB | 4.2815042e-05 |
| 10,512 | Self-Enhancing Video Data Management System for Compositional Events with Large Language Models | 2025 | SIGMOD | 4.1905499e-05 |
| 10,532 | Scalable Complex Event Processing on Video Streams | 2025 | SIGMOD | 4.1905499e-05 |
| 11,286 | EQUI-VOCAL Demonstration: Synthesizing Video Queries from User Interactions | 2023 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 14 of 14 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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