Spatial and Temporal Constrained Ranked Retrieval over Videos

Summary: Graph-indexed STAR retrieval over video annotations encodes object labels and spatio-temporal relations in a Graph Index (GI). Ingest phase materializes the GI; query uses SMA and TM with early-stopping to return top-k windows, delivering orders-of-magnitude speedups for selective queries. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12803
Venue: VLDB
Year: 2022
Pagerank: 6.9301368e-05
Overall Rank: 3,604 | 74.93%
DOI: 10.14778/3551793.3551865

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,338	Aero: Adaptive Query Processing of ML Queries	2025	SIGMOD	4.7584583e-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
9,374	SketchQL Demonstration: Zero-shot Video Moment Querying with Sketches	2024	VLDB	4.3479148e-05
9,751	Co-movement Pattern Mining from Videos	2024	VLDB	4.2897489e-05
10,103	Query-Aware Path Inference from Spatial Videos	2026	SIGMOD	4.1945683e-05
10,382	MAST: Towards Efficient Analytical Query Processing on Point Cloud Data	2025	SIGMOD	4.1945683e-05
10,503	Self-Enhancing Video Data Management System for Compositional Events with Large Language Models	2025	SIGMOD	4.1945683e-05
10,523	Scalable Complex Event Processing on Video Streams	2025	SIGMOD	4.1945683e-05
11,284	EQUI-VOCAL Demonstration: Synthesizing Video Queries from User Interactions	2023	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 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
612	Taming Verification Hardness: An Efficient Algorithm for Testing Subgraph Isomorphism	2008	VLDB	0.0001920234
696	BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics	2020	VLDB	0.00018048935
1,657	Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine	2019	CIDR	0.00010987105
3,620	SVQ: Streaming Video Queries	2019	SIGMOD	6.9084299e-05
4,213	SVQ++: Querying for Object Interactions in Video Streams	2020	SIGMOD	6.3553296e-05
4,950	Evaluating Temporal Queries Over Video Feeds	2021	SIGMOD	5.8104133e-05
8,277	TQVS: Temporal Queries over Video Streams in Action	2020	SIGMOD	4.5436203e-05

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