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: 7413
Venue: SIGMOD
Year: 2026
Pagerank: 4.1945683e-05
Overall Rank: 10,103 | 29.72%
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
3,604	Spatial and Temporal Constrained Ranked Retrieval over Videos	2022	VLDB	6.9301368e-05
4,075	Visual Road: A Video Data Management Benchmark	2019	SIGMOD	6.4691764e-05
4,225	Vaas: Video Analytics At Scale	2020	VLDB	6.3469943e-05
4,567	Optimizing Video Analytics with Declarative Model Relationships	2023	VLDB	6.080526e-05
7,301	Randomized Algorithms Accelerated over CPU-GPU for Ultra-High Dimensional Similarity Search	2018	SIGMOD	4.768971e-05
8,287	DeepVQL: Deep Video Queries on PostgreSQL	2023	VLDB	4.5435639e-05
9,751	Co-movement Pattern Mining from Videos	2024	VLDB	4.2897489e-05
9,768	DoveDB: A Declarative and Low-Latency Video Database	2023	VLDB	4.2856106e-05
10,518	High-Throughput Ingestion for Video Warehouse: Comprehensive Configuration and Effective Exploration	2025	SIGMOD	4.1945683e-05
10,576	Mining Platoon Patterns from Traffic Videos	2025	VLDB	4.1945683e-05
10,944	Predictive and Near-Optimal Sampling for View Materialization in Video Databases	2024	SIGMOD	4.1945683e-05

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10,529	Revisiting CNNs for Trajectory Similarity Learning	2025	VLDB	4.1945683e-05
6,425	A Deep Generative Model for Trajectory Modeling and Utilization	2023	VLDB	5.0670573e-05
10,576	Mining Platoon Patterns from Traffic Videos	2025	VLDB	4.1945683e-05
9,751	Co-movement Pattern Mining from Videos	2024	VLDB	4.2897489e-05
5,508	Fast Large-Scale Trajectory Clustering	2020	VLDB	5.4713696e-05
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