Search Results for author: Kyongsik Yun

Found 12 papers, 0 papers with code

Remote estimation of geologic composition using interferometric synthetic-aperture radar in California's Central Valley

no code implementations4 Dec 2022 Kyongsik Yun, Kyra Adams, John Reager, Zhen Liu, Caitlyn Chavez, Michael Turmon, Thomas Lu

We also achieved significant accuracy with 1/4 sparse sampling to reduce any spatial correlations among data, suggesting that the model has the potential to be generalized to other regions for indirect estimation of geologic composition.

Neurosymbolic hybrid approach to driver collision warning

no code implementations28 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.

Autonomous Driving Image Classification +4

Explainability Tools Enabling Deep Learning in Future In-Situ Real-Time Planetary Explorations

no code implementations15 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.

Image Segmentation Object Recognition +1

Time Series Comparisons in Deep Space Network

no code implementations2 Nov 2021 Kyongsik Yun, Rishi Verma, Umaa Rebbapragada

It is recognized that it would be quite helpful to identify 10 similar historical tracks out of the huge database to quickly find and match anomalies.

Time Series Time Series Analysis

Smoke Sky -- Exploring New Frontiers of Unmanned Aerial Systems for Wildland Fire Science and Applications

no code implementations12 Nov 2019 E. Natasha Stavros, Ali Agha, Allen Sirota, Marco Quadrelli, Kamak Ebadi, Kyongsik Yun

Once this is completed for a single MAV, expanding the work to include many in a swarm would require further investment of distributed MAV autonomy and MAV swarm mechanics, but could greatly expand the breadth of application over large fires.

Management

Deep Neural Networks for Pattern Recognition

no code implementations25 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.

General Classification Image Classification +2

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

no code implementations20 Apr 2018 Kyongsik Yun, Thomas Lu, Edward Chow

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.

Object Object Reconstruction

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