Train thermal image tracker on plentiful RGB images for better performance
Train thermal image tracker on plentiful RGB images for better performance
Unsupervised Cross-Modal Distillation for Thermal Infrared Tracking
arXiv paper abstract https://arxiv.org/abs/2108.00187v1
arXiv PDF paper https://arxiv.org/pdf/2108.00187v1.pdf
... neural ... Thermal Infrared (TIR) tracking. ... most ... employing ... model trained on the RGB data.
... does not take into account the information in the TIR modality
... we propose to distill representations of the TIR modality from the RGB ... on a large amount of unlabeled paired RGB-TIR data.
... proposed approach can be incorporated into different baseline trackers
... demonstrate ... method effectively learns TIR-specific ... representations ... from the RGB
... tracker outperforms the baseline tracker by achieving absolute gains of 2.3% Success, 2.7% Precision, and 2.5% Normalized Precision respectively.
Please like and share this post if you enjoyed it using the buttons at the bottom!
Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact
Web site with my other posts by category https://morrislee1234.wixsite.com/website
Comments