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Uncertainty-aware human–machine collaboration in Camouflaged Object Detection | Synapse
March 3, 2026
Uncertainty-aware human–machine collaboration in Camouflaged Object Detection
ZY
Ziyue Yang
KW
Kehan Wang
Beijing Institute of Technology
YM
Yuhang Ming
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Key Points
Improved detection accuracy enhances human-machine collaboration efforts in challenging environments.
A notable increase of 25% in detection performance was observed when uncertainty-aware algorithms were utilized.
Machine learning techniques were applied to enhance the performance of computer vision systems in detecting camouflaged objects.
These findings suggest a necessity for developing more robust and reliable collaborative systems between humans and machines.
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Cite This Study
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Yang et al. (Tue,) studied this question.
synapsesocial.com/papers/69a7607cc6e9836116a2d443
https://doi.org/https://doi.org/10.1007/s11571-025-10407-x