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STFTrack: Spatio-Temporal-Focused Siamese Network for Infrared UAV Tracking

https://doi.org/10.3390/drones7050296
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-01216-8_43openalex-snapshot
ECO: Efficient Convolutional Network for Online Video Understanding
inferredcites →https://doi.org/10.1007/978-3-030-58592-1_13openalex-snapshot
Know Your Surroundings: Exploiting Scene Information for Object Tracking
inferredcites →https://doi.org/10.1007/978-3-319-48881-3_56openalex-snapshot
Fully-Convolutional Siamese Networks for Object Tracking
inferredcites →https://doi.org/10.1109/cvidliccea56201.2022.9824591openalex-snapshot
GASiam: Graph Attention Based Siamese Tracker for Infrared Anti-UAV
inferredcites →https://doi.org/10.1109/cvpr.2015.7298682openalex-snapshot
FaceNet: A unified embedding for face recognition and clustering
inferredcites →https://doi.org/10.1109/cvpr.2016.149openalex-snapshot
Person Re-identification by Multi-Channel Parts-Based CNN with Improved Triplet Loss Function
inferredcites →https://doi.org/10.1109/cvpr.2016.465openalex-snapshot
Learning Multi-domain Convolutional Neural Networks for Visual Tracking
inferredcites →https://doi.org/10.1109/cvpr.2017.106openalex-snapshot
Feature Pyramid Networks for Object Detection
inferredcites →https://doi.org/10.1109/cvpr.2018.00719openalex-snapshot
Improving Object Localization with Fitness NMS and Bounded IoU Loss
inferredcites →https://doi.org/10.1109/cvpr.2018.00809openalex-snapshot
Beyond Trade-Off: Accelerate FCN-Based Face Detector with Higher Accuracy
inferredcites →https://doi.org/10.1109/cvpr.2018.00935openalex-snapshot
High Performance Visual Tracking with Siamese Region Proposal Network
inferredcites →https://doi.org/10.1109/cvpr.2019.00142openalex-snapshot
Fast Online Object Tracking and Segmentation: A Unifying Approach
inferredcites →https://doi.org/10.1109/cvpr.2019.00196openalex-snapshot
Deep Metric Learning to Rank
inferredcites →https://doi.org/10.1109/cvpr.2019.00308openalex-snapshot
Region Proposal by Guided Anchoring
inferredcites →https://doi.org/10.1109/cvpr.2019.00441openalex-snapshot
SiamRPN++: Evolution of Siamese Visual Tracking With Very Deep Networks
inferredcites →https://doi.org/10.1109/cvpr.2019.00479openalex-snapshot
ATOM: Accurate Tracking by Overlap Maximization
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00633openalex-snapshot
High-Performance Long-Term Tracking With Meta-Updater
inferredcites →https://doi.org/10.1109/cvprw.2017.275openalex-snapshot
SANet: Structure-Aware Network for Visual Tracking
inferredcites →https://doi.org/10.1109/iccv.2019.00247openalex-snapshot
‘Skimming-Perusal’ Tracking: A Framework for Real-Time and Robust Long-Term Tracking
inferredcites →https://doi.org/10.1109/iccv.2019.00628openalex-snapshot
Learning Discriminative Model Prediction for Tracking
inferredcites →https://doi.org/10.1109/iccv48922.2021.01028openalex-snapshot
Learning Spatio-Temporal Transformer for Visual Tracking
inferredcites →https://doi.org/10.1109/iccvw54120.2021.00141openalex-snapshot
A Unified Approach for Tracking UAVs in Infrared
inferredcites →https://doi.org/10.1109/iccvw54120.2021.00144openalex-snapshot
A Real-time Anti-distractor Infrared UAV Tracker with Channel Feature Refinement Module
inferredcites →https://doi.org/10.1109/tmm.2021.3128047openalex-snapshot
Anti-UAV: A Large-Scale Benchmark for Vision-Based UAV Tracking
inferredcites →https://doi.org/10.1109/tpami.2011.239openalex-snapshot
Tracking-Learning-Detection
inferredcites →https://doi.org/10.1109/tpami.2016.2577031openalex-snapshot
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
inferredcites →https://doi.org/10.1109/tpami.2016.2609928openalex-snapshot
Discriminative Scale Space Tracking
inferredcites →https://doi.org/10.1109/tpami.2018.2858826openalex-snapshot
Focal Loss for Dense Object Detection
inferredcites →https://doi.org/10.1145/3394171.3413922openalex-snapshot
LSOTB-TIR: A Large-Scale High-Diversity Thermal Infrared Object Tracking Benchmark
inferredcites →https://doi.org/10.1609/aaai.v34i07.6758openalex-snapshot
GlobalTrack: A Simple and Strong Baseline for Long-Term Tracking
inferredcites →https://doi.org/10.1609/aaai.v34i07.6828openalex-snapshot
Multi-Task Driven Feature Models for Thermal Infrared Tracking
inferredcites →https://doi.org/10.3390/drones5030068openalex-snapshot
Design and Implementation of Intelligent Inspection and Alarm Flight System for Epidemic Prevention
inferredcites →https://doi.org/10.3390/drones5040125openalex-snapshot
Unmanned Aerial Vehicles for Operational Monitoring of Landfills
inferredcites →https://doi.org/10.3390/drones6060149openalex-snapshot
Anti-Occlusion UAV Tracking Algorithm with a Low-Altitude Complex Background by Integrating Attention Mechanism
inferredcites →https://doi.org/10.3390/drones6110317openalex-snapshot
Drone Detection and Tracking in Real-Time by Fusion of Different Sensing Modalities
inferredcites →https://doi.org/10.3390/drones7030153openalex-snapshot
A Motion-Aware Siamese Framework for Unmanned Aerial Vehicle Tracking
inferredcites →https://doi.org/10.3390/drones7030174openalex-snapshot
Application of Image Processing Techniques for UAV Detection Using Deep Learning and Distance-Wise Analysis
inferredcites →https://doi.org/10.3390/rs14081797openalex-snapshot
Learning Spatio-Temporal Attention Based Siamese Network for Tracking UAVs in the Wild

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-032-37335-9_17openalex-snapshot
OCTA-SOT: Online Cross-modal Trajectory Adjustment for RGBT Anti-UAV Single Object Tracking Under Spatio-Temporal Misalignment
inferred← citeshttps://doi.org/10.1016/j.ast.2026.113197openalex-snapshot
Online decision switching for anti-UAV tracking based on reinforcement learning
inferred← citeshttps://doi.org/10.1016/j.jatrs.2025.100093openalex-snapshot
On the construction of effective DRONEWALLS: Technologies and challenges for Counter-UAV systems
inferred← citeshttps://doi.org/10.1080/01431161.2024.2425875openalex-snapshot
Thermal UAV image super-resolution via bimodal image feature fusion
inferred← citeshttps://doi.org/10.1088/1402-4896/adc3d4openalex-snapshot
A novel robust tracking algorithm for anti-UAV based on dynamic similarity scale estimation and adaptive occlusion-aware
inferred← citeshttps://doi.org/10.1109/aiotc63215.2024.10748317openalex-snapshot
Target Dectection for UAV Infrared Images based on Improved YOLOv8
inferred← citeshttps://doi.org/10.1109/cvprw67362.2025.00663openalex-snapshot
Securing the Skies: a Comprehensive Survey on Anti-Uav Methods, Benchmarking, and Future Directions
inferred← citeshttps://doi.org/10.1109/igarss55030.2025.11242995openalex-snapshot
SIGN: Saliency-Aware Integrated Global-Local Network for Cross-View Geo-Localization
inferred← citeshttps://doi.org/10.1109/isceic67854.2025.11405506openalex-snapshot
DHMCNN: Deep Hybrid Morphological CNN with Learnable White Top-Hat Pooling for Infrared UAV Classification
inferred← citeshttps://doi.org/10.3390/drones7070483openalex-snapshot
Modified Siamese Network Based on Feature Enhancement and Dynamic Template for Low-Light Object Tracking in UAV Videos
inferred← citeshttps://doi.org/10.3390/drones8060252openalex-snapshot
Visual Object Tracking Based on the Motion Prediction and Block Search in UAV Videos
inferred← citeshttps://doi.org/10.3390/drones8090518openalex-snapshot
A Survey on Vision-Based Anti Unmanned Aerial Vehicles Methods
inferred← citeshttps://doi.org/10.3390/drones8100573openalex-snapshot
UAV Hunter: A Net-Capturing UAV System with Improved Detection and Tracking Methods for Anti-UAV Defense
inferred← citeshttps://doi.org/10.3390/drones8110607openalex-snapshot
CMDN: Pre-Trained Visual Representations Boost Adversarial Robustness for UAV Tracking
inferred← citeshttps://doi.org/10.3390/drones9070469openalex-snapshot
Enhancing the Scale Adaptation of Global Trackers for Infrared UAV Tracking
inferred← citeshttps://doi.org/10.3390/rs16203817openalex-snapshot
Infrared Image Generation Based on Visual State Space and Contrastive Learning
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