Publications

For a complete list of my publications, please visit my Google Scholar profile.

2026

2025

  • Jeon, Y.-J., Kim, H.S., Lee, T.S., Park, S.H., Yun, H., & Jung, D.-H. (2025). Multimodal Optical Biosensing and 3D-CNN Fusion for Phenotyping Physiological Responses of Basil Under Water Deficit Stress. Agronomy, 16(1), 55.
  • Ranario, E., Lundqvist, L., Yun, H., Bailey, B. N., & Earles, J. M. (2025). AGILE: A Diffusion-Based Attention-Guided Image and Label Translation for Efficient Cross-Domain Plant Trait Identification. In Proceedings of the Computer Vision and Pattern Recognition Conference (pp. 5392-5401).
  • Mayanja, I. K., Yun, H., & Bailey, B. N. (2025). Automated calibration of stomatal conductance models from thermal imagery by leveraging synthetic images generated from Helios 3D biophysical model simulations. Journal of Experimental Botany, eraf420.
  • Berlingeri, J., Fuentes, A., Ranario, E., Yun, H., Rim, E. Y., Garrett, O., Howard, A., … (2025). Integration of crop modeling and sensing into molecular breeding for nutritional quality and stress tolerance. Theoretical and Applied Genetics, 138(9), 205.
  • Uyehara, I. K., Yun, H., Ranario, E., & Earles, M. (2025). AgRowStitch: A High-fidelity Image Stitching Pipeline for Ground-based Agricultural Images. arXiv preprint arXiv:2503.21990.
  • Ranario, E., Mayanja, I., Yun, H., Bailey, B. N., & Earles, J. M. (2025). Enabling Plant Phenotyping in Weedy Environments using Multi-Modal Imagery via Synthetic and Generated Training Data. arXiv preprint arXiv:2509.19208.

2024

2023

  • Kim, D.-W., Jeong, S. J., Lee, W. S., Yun, H., Chung, Y. S., Kwon, Y.-S., & Kim, H.-J. (2023). Growth monitoring of field-grown onion and garlic by CIE Lab* color space and region-based crop segmentation of UAV RGB images. Precision Agriculture, 24(5), 1982–2001.
  • Mayanja, I., Yun, H., Earles, M., & Bailey, B. N. (2023). Automated parameterization of stomatal conductance models from thermal imagery by leveraging synthetic images generated from Helios 3D biophysical model simulations. Authorea Preprints.

2020

  • Yun, H., Kim, H. J., Cho, W., Kim, H. S., & Lim, S. J. (2020). Development of an in situ Dead Leaf Weight Monitoring System. Precision Agriculture, 2(3), 182.

2018

  • Kim, D. W., Yun, H. S., Jeong, S. J., Kwon, Y. S., Kim, S. G., Lee, W. S., & Kim, H. J. (2018). Modeling and testing of growth status for Chinese cabbage and white radish with UAV-based RGB imagery. Remote Sensing, 10(4), 563.

2017

  • Jeong, S., Kim, D., Yun, H., Cho, W., Kwon, Y., & Kim, H. (2017). Monitoring the growth status variability in Onion (Allium cepa) and Garlic (Allium sativum) with RGB and multi-spectral UAV remote sensing imagery. In Proceedings of the 7th Asian-Australasian Conference on Precision Agriculture (pp. 1-8).
  • Kim, D., Jeong, S. J., Yun, H., Kwon, Y. S., & Kim, H. J. (2017). Validation testing of UAV-based vegetable growth estimation models. In 2017 ASABE Annual International Meeting (p. 1).

2016

  • Yun, H. S., Park, S. H., Kim, H. J., Lee, W. D., Lee, K. D., Hong, S. Y., & Jung, G. H. (2016). Use of unmanned aerial vehicle for multi-temporal monitoring of soybean vegetation fraction. Journal of Biosystems Engineering, 41(2), 126-137.
  • Jeong, S. J., Yun, H., Kim, D. W., Kim, H. J., Yoo, C. S., & Kwon, Y. S. (2016). UAV 영상을 통한 마늘 생육상태 모니터링을 위한 영상분할기법 개발. 한국농업기계학회 학술발표논문집, 21(2), 58-58.
  • Seo, S. H., Yun, H., Jeong, S. J., Kim, D. W., Kim, G. S., & Kim, S. G. (2016). 밭작물 무인기 원격탐사를 위한 최적 영상 획득 기법 연구. 한국농업기계학회 학술발표논문집, 21(2), 56-56.
  • Yun, H., Jung, S. J., & Kim, H. J. (2016). Radiometric Calibration and Vegetation Index Analysis of Upland-Crop UAV images. 한국농업기계학회 학술발표논문집, 21(1), 129-130.

2015

  • Lee, K. D., Na, S. I., Baek, S. C., Park, K. D., Choi, J. S., Kim, S. J., Kim, H. J., Yun, H. S., & Hong, S. Y. (2015). Estimating the amount of nitrogen in hairy vetch on paddy fields using unmanned aerial vehicle imagery. 한국토양비료학회지, 48(5), 384-390.
  • Yun, H., Kim, H. J., Park, K., Lee, K., & Hong, S. (2015). Use of an UAV for biomass monitoring of hairy vetch. In 2015 ASABE Annual International Meeting (p. 1).
  • Yun, H., Jiang, J. S. (2015). Estimation of Leaf Area, Plant Height, and Fresh Weight of Lettuce in Plant factory using Structure from Motion (SfM) Technique. 한국농업기계학회 학술발표논문집, 20(2), 171-172.
  • Yun, H., Lee, I. S., Lee, H. T., Kim, H. S., & Kim, H. J. (2015). 낙엽의 수분 변화량 현장 모니터링 시스템 개발. 한국농업기계학회 학술발표논문집, 20(2), 343-344.
  • Yun, H. S., Kim, H. J., Lee, K. D., Hong, S. Y., & Park, K. D. (2015). Monitoring Hairy Vetch Growth using UAV Images. 한국농업기계학회 학술발표논문집, 20(1), 73-74.

2014

  • Jung, G. H., Park, S. H., Kim, H. J., Lee, K. D., Hong, S. Y., Yun, H. S. (2014). P5-7; Multi-temporal Visualizing of Soybean Crop Canopy using Images from an Unmanned Aerial Vehicle (UAV). 한국농업기계학회 학술발표논문집, 19(2), 223-223.
  • Lee, J. W., Kim, J. S., Yun, H., & Kim, K. U. (2014). 노외기계시스템 분야: 농업용 트랙터 통합 조정 시스템 성능 평가를 위한 가상의 트랙터 시뮬레이터 개발. 한국농업기계학회 학술발표논문집, 19(1), 165-166.
  • Kim, J. S., Lee, J. W., Yun, H., & Kim, K. U. (2014). 노외기계시스템 분야: 농용 트랙터의 프론트 로더 작업시 연료 소비율 분석. 한국농업기계학회 학술발표논문집, 19(1), 185-186.

2013

  • Lee, J. W., Kim, J. S., Yun, H., & Kim, K. U. (2013). 제 3 발표장: 뇌외기계시스템 분야; Matlab/Simulink 를 이용한 트랙터 연료 소비 효율 시뮬레이션 모델 개발. 한국농업기계학회 학술발표논문집, 18(2), 169-170.
  • Lee, J. W., Kim, J. S., Yun, H., & Kim, K. U. (2013). 제 3 발표장: 뇌외기계시스템 분야; 연료 소비 효율 극대화를 위한 부하 감응형 엔진 스로틀 제어기 개발. 한국농업기계학회 학술발표논문집, 18(1), 163-164.
  • Kim, J. S., Lee, J. W., Yun, H., & Kim, K. U. (2013). 제 3 발표장: 뇌외기계시스템 분야; 칼만 필터를 이용한 트랙터 센서 신호대 잡음비 개선. 한국농업기계학회 학술발표논문집, 18(2), 189-190.