Evaluating Temporal Queries Over Video Feeds

Summary: Introduces temporal queries over tracked objects and co-occurrences in video streams, with a 3-layer architecture. Proposes Marked Frame Set and Sparse State Graph for data; SSG-CM prunes frames while preserving query states, yielding speedups. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6084
Venue: SIGMOD
Year: 2021
Pagerank: 5.8104133e-05
Overall Rank: 4,950 | 65.57%
DOI: 10.1145/3448016.3452803

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,604	Spatial and Temporal Constrained Ranked Retrieval over Videos	2022	VLDB	6.9301368e-05
6,130	VOCAL: Video Organization and Interactive Compositional AnaLytics	2022	CIDR	5.1962107e-05
7,338	Aero: Adaptive Query Processing of ML Queries	2025	SIGMOD	4.7584583e-05
7,928	Accelerating Aggregation Queries on Unstructured Streams of Data	2023	VLDB	4.613455e-05
8,277	TQVS: Temporal Queries over Video Streams in Action	2020	SIGMOD	4.5436203e-05
8,383	EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions	2023	VLDB	4.5307128e-05
9,341	SketchQL: Video Moment Querying with a Visual Query Interface	2024	SIGMOD	4.3554097e-05
9,751	Co-movement Pattern Mining from Videos	2024	VLDB	4.2897489e-05
9,770	Everest: A Top-K Deep Video Analytics System	2022	SIGMOD	4.2856106e-05
10,523	Scalable Complex Event Processing on Video Streams	2025	SIGMOD	4.1945683e-05
11,061	Optimizing Video Queries with Declarative Clues	2024	VLDB	4.1945683e-05

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
316	NoScope: Optimizing Neural Network Queries over Video at Scale	2017	VLDB	0.00027988668
329	Accelerating Machine Learning Inference with Probabilistic Predicates	2018	SIGMOD	0.00027249545
1,388	MIRIS: Fast Object Track Queries in Video	2020	SIGMOD	0.00012260926
1,657	Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine	2019	CIDR	0.00010987105
2,949	Indexing Boolean Expressions	2009	VLDB	7.8340452e-05
3,620	SVQ: Streaming Video Queries	2019	SIGMOD	6.9084299e-05
4,075	Visual Road: A Video Data Management Benchmark	2019	SIGMOD	6.4691764e-05
4,213	SVQ++: Querying for Object Interactions in Video Streams	2020	SIGMOD	6.3553296e-05
5,039	VisualWorldDB: A DBMS for the Visual World	2020	CIDR	5.7425824e-05

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Overall Rank	Paper	Year	Venue	Pagerank
316	NoScope: Optimizing Neural Network Queries over Video at Scale	2017	VLDB	0.00027988668
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4,865	OTIF: Efficient Tracker Pre-processing over Large Video Datasets	2022	SIGMOD	5.8684353e-05
4,213	SVQ++: Querying for Object Interactions in Video Streams	2020	SIGMOD	6.3553296e-05
11,061	Optimizing Video Queries with Declarative Clues	2024	VLDB	4.1945683e-05
10,103	Query-Aware Path Inference from Spatial Videos	2026	SIGMOD	4.1945683e-05
3,620	SVQ: Streaming Video Queries	2019	SIGMOD	6.9084299e-05
3,604	Spatial and Temporal Constrained Ranked Retrieval over Videos	2022	VLDB	6.9301368e-05
8,277	TQVS: Temporal Queries over Video Streams in Action	2020	SIGMOD	4.5436203e-05