Query-Aware Path Inference from Spatial Videos

Summary: Query-aware framework that avoids exhaustive trajectory reconstruction by retrieving only query-relevant snapshots via a similarity index and modeling transitions with a probability motion graph. Adds high-order spatio-temporal dependency constraints for global consistency; outperforms baselines on real and synthetic urban-video benchmarks in accuracy and efficiency. (summarized by gpt-5-mini on Feb 11 2026)

Paper ID: 7414
Venue: SIGMOD
Year: 2026
Pagerank: 5.1725247e-05
Overall Rank: 10,103 | 29.79%
DOI: 10.1145/3769817

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Rank	Citing Paper	Year	Venue	Pagerank

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Showing 11 of 11 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
3,316	Spatial and Temporal Constrained Ranked Retrieval over Videos	2022	VLDB	7.5881063e-05
3,705	Vaas: Video Analytics At Scale	2020	VLDB	7.2518953e-05
3,805	Visual Road: A Video Data Management Benchmark	2019	SIGMOD	7.1649336e-05
3,945	Optimizing Video Analytics with Declarative Model Relationships	2023	VLDB	7.0707501e-05
7,178	Randomized Algorithms Accelerated over CPU-GPU for Ultra-High Dimensional Similarity Search	2018	SIGMOD	5.7381027e-05
8,392	DeepVQL: Deep Video Queries on PostgreSQL	2023	VLDB	5.4958075e-05
9,738	Co-movement Pattern Mining from Videos	2024	VLDB	5.2802856e-05
9,761	DoveDB: A Declarative and Low-Latency Video Database	2023	VLDB	5.2759752e-05
10,527	High-Throughput Ingestion for Video Warehouse: Comprehensive Configuration and Effective Exploration	2025	SIGMOD	5.1725247e-05
10,585	Mining Platoon Patterns from Traffic Videos	2025	VLDB	5.1725247e-05
10,947	Predictive and Near-Optimal Sampling for View Materialization in Video Databases	2024	SIGMOD	5.1725247e-05

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3,316	Spatial and Temporal Constrained Ranked Retrieval over Videos	2022	VLDB	7.5881063e-05
10,538	Revisiting CNNs for Trajectory Similarity Learning	2025	VLDB	5.1725247e-05
6,473	A Deep Generative Model for Trajectory Modeling and Utilization	2023	VLDB	5.9268512e-05
10,585	Mining Platoon Patterns from Traffic Videos	2025	VLDB	5.1725247e-05
9,738	Co-movement Pattern Mining from Videos	2024	VLDB	5.2802856e-05
5,588	Fast Large-Scale Trajectory Clustering	2020	VLDB	6.2247144e-05
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