Multiple object tracking: A literature review

2020/12/30 by Wenhan Luo, Junliang Xing, Anton Milan +4 · 39 citations
Computer Science · #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques #Face and Expression Recognition

paper · doi:10.1016/j.artint.2020.103448

Cited by

• Long-Term Identity-Aware Multi-Person Tracking for Surveillance Video Summarization
• Virtual Worlds as Proxy for Multi-Object Tracking Analysis
• A Modular Architecture Design for Autonomous Driving Racing in Controlled Environments
• Enhancing Multi-Camera Gymnast Tracking Through Domain Knowledge Integration
• DMSORT: An efficient parallel maritime multi-object tracking architecture for unmanned vessel platforms
• Zero-Shot Multi-Animal Tracking in the Wild
• Deep Affinity Network for Multiple Object Tracking
• Unsupervised Multiple Person Tracking using AutoEncoder-Based Lifted Multicuts
• End-to-end Active Object Tracking and Its Real-world Deployment via Reinforcement Learning
• GenTrack: A New Generation of Multi-Object Tracking
• Radar-Camera Fused Multi-Object Tracking: Online Calibration and Common Feature
• E-MoFlow: Learning Egomotion and Optical Flow from Event Data via Implicit Regularization
• Deep Learning based Multi-Modal Sensing for Tracking and State Extraction of Small Quadcopters
• Drosophila-Inspired 3D Moving Object Detection Based on Point Clouds
• A Survey of Autonomous Driving: <i>Common Practices and Emerging Technologies</i>
• Federated Reinforcement Learning for Runtime Optimization of AI Applications in Smart Eyewears
• Localization-Based Tracking
• Multi-animal tracking in Transition: Comparative Insights into Established and Emerging Methods
• Tracking all members of a honey bee colony over their lifetime
• An HMM-based framework for identity-aware long-term multi-object tracking from sparse and uncertain identification: use case on long-term tracking in livestock
• To New Beginnings: A Survey of Unified Perception in Autonomous Vehicle Software
• Omni Survey for Multimodality Analysis in Visual Object Tracking
• Head Anchor Enhanced Detection and Association for Crowded Pedestrian Tracking
• Joint Multi-frame Detection and Segmentation for Multi-cell Tracking
• Review on Vehicle Detection Technology for Unmanned Ground Vehicles. [europepmc]
• Detecting Animal Contacts-A Deep Learning-Based Pig Detection and Tracking Approach for the Quantification of Social Contacts. [europepmc]
• Mobile Eye-Tracking Data Analysis Using Object Detection via YOLO v4. [europepmc]
• Traffic Flow Detection Using Camera Images and Machine Learning Methods in ITS for Noise Map and Action Plan Optimization. [europepmc]
• Pedestrian and Animal Recognition Using Doppler Radar Signature and Deep Learning. [europepmc]
• Recent Advances in Video Analytics for Rail Network Surveillance for Security, Trespass and Suicide Prevention-A Survey. [europepmc]
• An Integrated Goat Head Detection and Automatic Counting Method Based on Deep Learning. [europepmc]
• LettuceTrack: Detection and tracking of lettuce for robotic precision spray in agriculture. [europepmc]
• Labor division in collaborative visual search: a review. [europepmc]
• AIDM-Strat: Augmented Illegal Dumping Monitoring Strategy through Deep Neural Network-Based Spatial Separation Attention of Garbage. [europepmc]
• High-throughput and automatic structural and developmental root phenotyping on Arabidopsis seedlings. [europepmc]
• PhenoTrack3D: an automatic high-throughput phenotyping pipeline to track maize organs over time. [europepmc]
• An Active Multi-Object Ultrafast Tracking System with CNN-Based Hybrid Object Detection. [europepmc]
• Parking Time Violation Tracking Using YOLOv8 and Tracking Algorithms. [europepmc]
• Small Object Detection and Tracking: A Comprehensive Review. [europepmc]
• Quantifying agonistic interactions between group-housed animals to derive social hierarchies using computer vision: a case study with commercially group-housed rabbits. [europepmc]
• Ripening dynamics revisited: an automated method to track the development of asynchronous berries on time-lapse images. [europepmc]
• Modern Image-Guided Surgery: A Narrative Review of Medical Image Processing and Visualization. [europepmc]
• Pattern Mining-Based Pig Behavior Analysis for Health and Welfare Monitoring. [europepmc]
• Versatile multiple object tracking in sparse 2D/3D videos via deformable image registration. [europepmc]
• Deep Efficient Data Association for Multi-Object Tracking: Augmented with SSIM-Based Ambiguity Elimination. [europepmc]
• Green pepper fruits counting based on improved DeepSort and optimized Yolov5s. [europepmc]
• Puzzle: taking livestock tracking to the next level. [europepmc]
• Real-time object detection, tracking, and monitoring framework for security surveillance systems. [europepmc]
• A Review of Machine Learning and Deep Learning Methods for Person Detection, Tracking and Identification, and Face Recognition with Applications. [europepmc]