no code implementations • 28 Mar 2022 • Kyongsik Yun, Thomas Lu, Alexander Huyen, Patrick Hammer, Pei Wang
(2) A mediated hybrid recognition system in which a system is created by combining independent modules that detect each semantic feature.
no code implementations • 15 Jan 2022 • Daniel Lundstrom, Alexander Huyen, Arya Mevada, Kyongsik Yun, Thomas Lu
It provides a set of explainability tools (ET) that opens the black box of a DNN so that the individual contribution of neurons to category classification can be ranked and visualized.
no code implementations • 25 Apr 2019 • Kyongsik Yun, Kevin Yu, Joseph Osborne, Sarah Eldin, Luan Nguyen, Alexander Huyen, Thomas Lu
In summary, CycleGAN is used with synthetic data to improve the IR image conversion performance of visible images.
no code implementations • 25 Apr 2019 • Kyongsik Yun, Luan Nguyen, Tuan Nguyen, Doyoung Kim, Sarah Eldin, Alexander Huyen, Thomas Lu, Edward Chow
We compared the performance between the auto-detection system and the human eye.
no code implementations • 25 Sep 2018 • Kyongsik Yun, Alexander Huyen, Thomas Lu
In the field of pattern recognition research, the method of using deep neural networks based on improved computing hardware recently attracted attention because of their superior accuracy compared to conventional methods.