118 citations · 485 across the 87 of their papers we have counts for
15 papers · 1 filter
Kirchhoff's Circuit Law Applications to Graph Simplification in Search Problems
Jaeho Choi, Joongheon Kim
This paper proposes a new analysis of graph using the concept of electric potential, and also proposes a graph simplification method based on this analysis. Suppose that each node…
Reinforced Edge Selection using Deep Learning for Robust Surveillance in Unmanned Aerial Vehicles
Soohyun Park, Jeman Park, David Mohaisen +1
In this paper, we propose a novel deep Q-network (DQN)-based edge selection algorithm designed specifically for real-time surveillance in unmanned aerial vehicle (UAV) networks. Th…
Economic Theoretic LEO Satellite Coverage Control: An Auction-based Framework
Junghyun Kim, Thong D. Ngo, Paul S. Oh +3
Recently, ultra-dense low earth orbit (LEO) satelliteconstellation over high-frequency bands has considered as one ofpromising solutions to supply coverage all over the world. Give…
On the Performance of Generative Adversarial Network (GAN) Variants: A Clinical Data Study
Jaesung Yoo, Jeman Park, An Wang +2
Generative Adversarial Network (GAN) is a useful type of Neural Networks in various types of applications including generative models and feature extraction. Various types of GANs…
A Tutorial on Quantum Convolutional Neural Networks (QCNN)
Seunghyeok Oh, Jaeho Choi, Joongheon Kim
Convolutional Neural Network (CNN) is a popular model in computer vision and has the advantage of making good use of the correlation information of data. However, CNN is challengin…
3D Modeling and WebVR Implementation using Azure Kinect, Open3D, and Three.js
Won Joon Yun, Joongheon Kim
This paper proposes a method of extracting an RGB-D image usingAzure Kinect, a depth camera, creating afragment,i.e., 6D images (RGBXYZ), usingOpen3D, creatingit as a point cloud o…