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: 4.1905499e-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
3,599	Spatial and Temporal Constrained Ranked Retrieval over Videos	2022	VLDB	6.92963e-05
4,078	Visual Road: A Video Data Management Benchmark	2019	SIGMOD	6.4633815e-05
4,221	Vaas: Video Analytics At Scale	2020	VLDB	6.3414314e-05
4,565	Optimizing Video Analytics with Declarative Model Relationships	2023	VLDB	6.0746821e-05
7,255	Randomized Algorithms Accelerated over CPU-GPU for Ultra-High Dimensional Similarity Search	2018	SIGMOD	4.7821026e-05
8,280	DeepVQL: Deep Video Queries on PostgreSQL	2023	VLDB	4.5392079e-05
9,750	Co-movement Pattern Mining from Videos	2024	VLDB	4.2856385e-05
9,770	DoveDB: A Declarative and Low-Latency Video Database	2023	VLDB	4.2815042e-05
10,527	High-Throughput Ingestion for Video Warehouse: Comprehensive Configuration and Effective Exploration	2025	SIGMOD	4.1905499e-05
10,585	Mining Platoon Patterns from Traffic Videos	2025	VLDB	4.1905499e-05
10,947	Predictive and Near-Optimal Sampling for View Materialization in Video Databases	2024	SIGMOD	4.1905499e-05

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3,599	Spatial and Temporal Constrained Ranked Retrieval over Videos	2022	VLDB	6.92963e-05
10,538	Revisiting CNNs for Trajectory Similarity Learning	2025	VLDB	4.1905499e-05
6,420	A Deep Generative Model for Trajectory Modeling and Utilization	2023	VLDB	5.0621949e-05
10,585	Mining Platoon Patterns from Traffic Videos	2025	VLDB	4.1905499e-05
9,750	Co-movement Pattern Mining from Videos	2024	VLDB	4.2856385e-05
5,873	Fast Large-Scale Trajectory Clustering	2020	VLDB	5.2897929e-05
4,947	Evaluating Temporal Queries Over Video Feeds	2021	SIGMOD	5.8107138e-05