Thermal Infrared Object Tracking

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

8 shown of 8 papers with code (12 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Roboflow 100: A Rich, Multi-Domain Object Detection Benchmark
  24 Nov 2022 1 repository listed Syntology ran 0 of 1 samples · 1 unverified
  The evaluation of object detection models is usually performed by optimizing a single metric, e.
• LSOTB-TIR:A Large-Scale High-Diversity Thermal Infrared Object Tracking Benchmark
  3 Aug 2020 1 repository listed
  We evaluate and analyze more than 30 trackers on LSOTB-TIR to provide a series of baselines, and the results show that deep trackers achieve promising performance.
• Multi-Task Driven Feature Models for Thermal Infrared Tracking
  26 Nov 2019 1 repository listed
  These two feature models are learned using a multi-task matching framework and are jointly optimized on the TIR tracking task.
• Learning Deep Multi-Level Similarity for Thermal Infrared Object Tracking
  9 Jun 2019 1 repository listed
  These two similarities complement each other and hence enhance the discriminative capacity of the network for handling distractors.
• Deep Thermal Imaging: Proximate Material Type Recognition in the Wild through Deep Learning of Spatial Surface Temperature Patterns
  6 Mar 2018 1 repository listed
  We evaluated the performance of the system by training it to recognise 32 material types in both indoor and outdoor environments.
• PTB-TIR: A Thermal Infrared Pedestrian Tracking Benchmark
  18 Jan 2018 1 repository listed
  The ability to evaluate the TIR pedestrian tracker fairly, on a benchmark dataset, is significant for the development of this field.
• Hierarchical Spatial-aware Siamese Network for Thermal Infrared Object Tracking
  27 Nov 2017 1 repository listed
  In this paper, we cast the TIR tracking problem as a similarity verification task, which is coupled well to the objective of the tracking task.
• Deep Convolutional Neural Networks for Thermal Infrared Object Tracking
  15 Oct 2017 1 repository listed
  We observe that the features from the fully-connected layer are not suitable for thermal infrared tracking due to the lack of spatial information of the target, while the features from the convolution layers are.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.