Occluded object reconstruction for first responders with augmented reality glasses using conditional generative adversarial networks

@inproceedings{Yun2018OccludedOR,
  title={Occluded object reconstruction for first responders with augmented reality glasses using conditional generative adversarial networks},
  author={Kyongsik Yun and T. Lu and E. Chow},
  booktitle={Defense + Security},
  year={2018}
}
Firefighters suffer a variety of life-threatening risks, including line-of-duty deaths, injuries, and exposures to hazardous substances. Support for reducing these risks is important. We built a partially occluded object reconstruction method on augmented reality glasses for first responders. We used a deep learning based on conditional generative adversarial networks to train associations between the various images of flammable and hazardous objects and their partially occluded counterparts… Expand
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References

SHOWING 1-10 OF 26 REFERENCES
Image-to-Image Translation with Conditional Adversarial Networks
  • 7,746
  • PDF
Conditional Generative Adversarial Nets
  • 4,321
  • PDF
Recent Advances in Augmented Reality
  • 3,013
  • PDF
Modeling Real Objects Using Video See-Through Augmented Reality
  • 24
  • PDF
Cooperative Wireless-Based Obstacle/Object Mapping and See-Through Capabilities in Robotic Networks
  • Y. Mostofi
  • Computer Science
  • IEEE Transactions on Mobile Computing
  • 2013
  • 65
  • PDF
Wildland firefighter deaths in the United States: A comparison of existing surveillance systems
  • 18
  • PDF
Illusion optics: the optical transformation of an object into another object.
  • 509
  • PDF
Preventing deaths and injuries of fire fighters during training exercises
  • 3
  • PDF
...
1
2
3
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