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Heejung Shin
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Year
Autonomous Landing on a Moving Platform Using Vision-Based Deep Reinforcement Learning
P Ladosz, M Mammadov, H Shin, W Shin, H Oh
IEEE Robotics and Automation Letters, 2024
62024
Deep learning-based human detection using rgb and ir images from drones
S Bae, H Shin, H Kim, M Park, MY Choi, H Oh
International Journal of Aeronautical and Space Sciences 25 (1), 164-175, 2024
52024
Neural Network Model Compression Algorithms for Image Classification in Embedded Systems
H Shin, H Oh
The Journal of Korea Robotics Society 17 (2), 133-141, 2022
32022
Vision-Based Highspeed Collision-Free Trajectory Generation Using Sample Efficient Inverse Reinforcement Learning
M Kim, G Bae, H Shin, H Oh
한국항공우주학회, 2022
12022
Enhancing Exploration Efficiency using Uncertainty-Aware Information Prediction
S Kim, H Shin, G Yim, C Kim, H Oh
arXiv preprint arXiv:2412.12825, 2024
2024
인공 신경망 경량화 알고리듬을 활용한 마커 인식 연구
박태욱, 신희중, 오현동
제어로봇시스템학회 논문지 29 (8), 628-635, 2023
2023
Learning From the Best Inverse Imitation Learning for Agile Drone Flight
M Kim, G Bae, H Shin, P Ladosz, H Oh
Robotics: Science and Systems Foundation, 2023
2023
Monocular Depth Estimation with Neural Network Compression for Collision Avoidance with Deep Reinforcement Learning
H Shin, H Oh
한국로봇학회, 2023
2023
Accelerated RGB/IR-Based Object Detection and Formation Flight for Survivor Detection
S Bae, H Kim, M Park, M Choi, H Shin, H Oh
한국로봇학회, 2023
2023
영상 기반 역강화학습을 적용한 소형 무인기의 데이터 효율적인 고속 충돌회피 경로 생성 기법 연구
김민우, 배근식, 신희중, 오현동
한국항공우주학회 학술발표회 초록집, 1433-1434, 2022
2022
A Study on Accuracy and Computation Performance of Compressed Deep Neural Network Deployed on FPGA
T Park, H Shin, H Oh
제어, 로봇, 시스템학회, 2022
2022
Development of Autonomous Flight Framework for Exploration and Object Position Estimation in an Unknown Indoor Environment
T Park, S Kim, C Kim, G Bae, H Shin, P Ladosz, H Oh
제어, 로봇, 시스템학회, 2022
2022
Research Trends on Fast Information Processing Techniques for Intelligent Flight Control
H Shin, H Oh
한국군사과학기술학회, 2022
2022
FPGA 탑재 경량 심층신경망의 정확도 및 연산 성능 연구
박태욱, 신희중, 오현동
제어로봇시스템학회 국내학술대회 논문집, 607-608, 2022
2022
실내 미지 공간 탐험 및 객체 위치 추정을 위한 자율 비행 프레임워크 개발
박태욱, 김승환, 김창승, 배근식, 신희중, 오현동
제어로봇시스템학회 국내학술대회 논문집, 275-276, 2022
2022
임베디드 시스템에서의 객체 분류를 위한 인공 신경망 경량화 연구
신희중, 오현동
로봇학회 논문지 17 (2), 133-141, 2022
2022
Deep Learning-based UAV Trail Following with The Neural Network Model Compression
M Jung, H Shin, H Oh
Asian Control Association, 2022
2022
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