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MIRIS: Fast Object Track Queries in Video

Summary: Query-driven tracking fuses object-tracking with predicate evaluation to accelerate object-track queries in video databases. Adaptive framerate: low by default, upsampled as needed for accuracy, achieving ~9x speedups over the IOU tracker. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5908
Venue
SIGMOD
Year
2020
Pagerank
0.00012242018
Overall Rank
1,390 | 90.35%
DOI
10.1145/3318464.3389692

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 36 of 36 citing papers.

Rank Citing Paper Year Venue Pagerank
4,221 Vaas: Video Analytics At Scale 2020 VLDB 6.3414314e-05
4,265 VSS: A Storage System for Video Analytics 2021 SIGMOD 6.3012892e-05
4,492 TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data 2022 SIGMOD 6.1374891e-05
4,565 Optimizing Video Analytics with Declarative Model Relationships 2023 VLDB 6.0746821e-05
4,642 VIVA: An End-to-End System for Interactive Video Analytics 2022 CIDR 6.0214283e-05
4,865 OTIF: Efficient Tracker Pre-processing over Large Video Datasets 2022 SIGMOD 5.8627966e-05
4,947 Evaluating Temporal Queries Over Video Feeds 2021 SIGMOD 5.8107138e-05
5,168 FiGO: Fine-Grained Query Optimization in Video Analytics 2022 SIGMOD 5.6446115e-05
5,232 Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning 2022 SIGMOD 5.6094155e-05
5,669 Databases Unbound: Querying All of the World's Bytes with AI 2024 VLDB 5.3805024e-05
6,122 VOCAL: Video Organization and Interactive Compositional AnaLytics 2022 CIDR 5.1966758e-05
6,184 Top-K Deep Video Analytics: A Probabilistic Approach 2021 SIGMOD 5.1636368e-05
6,868 Extract-Transform-Load for Video Streams 2023 VLDB 4.8982283e-05
7,334 Aero: Adaptive Query Processing of ML Queries 2025 SIGMOD 4.7538944e-05
7,911 Accelerating Aggregation Queries on Unstructured Streams of Data 2023 VLDB 4.6143141e-05
7,922 Video-zilla: An Indexing Layer for Large-Scale Video Analytics 2022 SIGMOD 4.6114931e-05
8,280 DeepVQL: Deep Video Queries on PostgreSQL 2023 VLDB 4.5392079e-05
8,382 EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions 2023 VLDB 4.5263687e-05
8,646 Optimizing Video Selection LIMIT Queries With Commonsense Knowledge 2024 VLDB 4.4720866e-05
9,129 Spatialyze: A Geospatial Video Analytics System with Spatial-Aware Optimizations 2024 VLDB 4.3861016e-05
9,301 Controlled Intentional Degradation in Analytical Video Systems 2022 SIGMOD 4.3558097e-05
9,346 SketchQL: Video Moment Querying with a Visual Query Interface 2024 SIGMOD 4.3512358e-05
9,352 SketchQL Demonstration: Zero-shot Video Moment Querying with Sketches 2024 VLDB 4.3490308e-05
9,361 Interactive Demonstration of EVA 2023 VLDB 4.3475379e-05
9,767 TVM: A Tile-based Video Management Framework 2024 VLDB 4.2815042e-05
9,770 DoveDB: A Declarative and Low-Latency Video Database 2023 VLDB 4.2815042e-05
9,771 VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building 2023 VLDB 4.2815042e-05
9,772 Everest: A Top-K Deep Video Analytics System 2022 SIGMOD 4.2815042e-05
9,787 The Image Calculator: 10x Faster Image-AI Inference by Replacing JPEG with Self-designing Storage Format 2024 SIGMOD 4.2799988e-05
10,337 KEN: An Execution Engine for Unstructured Database Systems 2026 VLDB 4.1905499e-05
10,394 MAST: Towards Efficient Analytical Query Processing on Point Cloud Data 2025 SIGMOD 4.1905499e-05
10,512 Self-Enhancing Video Data Management System for Compositional Events with Large Language Models 2025 SIGMOD 4.1905499e-05
10,527 High-Throughput Ingestion for Video Warehouse: Comprehensive Configuration and Effective Exploration 2025 SIGMOD 4.1905499e-05
10,675 Déjà Vu: Efficient Video-Language Query Engine with Learning-based Inter-Frame Computation Reuse 2025 VLDB 4.1905499e-05
10,947 Predictive and Near-Optimal Sampling for View Materialization in Video Databases 2024 SIGMOD 4.1905499e-05
11,064 Optimizing Video Queries with Declarative Clues 2024 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 cited papers.

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

Rank Cited Paper Year Venue Pagerank
317 NoScope: Optimizing Neural Network Queries over Video at Scale 2017 VLDB 0.0002798145
332 Accelerating Machine Learning Inference with Probabilistic Predicates 2018 SIGMOD 0.00027173479
1,655 Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine 2019 CIDR 0.000109771
2,536 DeepLens: Towards a Visual Data Management System 2019 CIDR 8.5817195e-05
3,624 SVQ: Streaming Video Queries 2019 SIGMOD 6.9013718e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
5,168 FiGO: Fine-Grained Query Optimization in Video Analytics 2022 SIGMOD 5.6446115e-05
9,770 DoveDB: A Declarative and Low-Latency Video Database 2023 VLDB 4.2815042e-05
9,346 SketchQL: Video Moment Querying with a Visual Query Interface 2024 SIGMOD 4.3512358e-05
8,646 Optimizing Video Selection LIMIT Queries With Commonsense Knowledge 2024 VLDB 4.4720866e-05
3,624 SVQ: Streaming Video Queries 2019 SIGMOD 6.9013718e-05
10,947 Predictive and Near-Optimal Sampling for View Materialization in Video Databases 2024 SIGMOD 4.1905499e-05
8,272 TQVS: Temporal Queries over Video Streams in Action 2020 SIGMOD 4.5394894e-05
4,947 Evaluating Temporal Queries Over Video Feeds 2021 SIGMOD 5.8107138e-05
11,064 Optimizing Video Queries with Declarative Clues 2024 VLDB 4.1905499e-05
4,865 OTIF: Efficient Tracker Pre-processing over Large Video Datasets 2022 SIGMOD 5.8627966e-05