Papers (논문)

International Journal (SCI(E)) 

1. Sangwoo Han, Hyunguk Choi, "ROEP: A Robotics-Oriented Evaluation Protocol for Deployment-Facing Vision–Language–Action Manipulation Policies ", SENSORS, 2026.07

2. Gi Hoon Kim, JiU Bak, Hyunguk Choi, "Uncertainty‐Aware Processing for OCR Using Dictionary Routing and Candidate Selection", Electronics Letters, 2026.06

3. Hoyeon Ahn, Yoojin Hong, Hyunguk Choi, Jeonghwan Gwak, Moongu Jeon "Tiny Asymmetric Feature Normalized Network for Person Re-identification System ", IEEE Access, 2022.11

4. Yeji Choi, Keumgang Cha, Minyoung Back, Hyunguk Choi, Taegyun Jeon, "RAIN-F+: The data-driven precipitation prediction model for integrated weather observations", Remote Sensing, 13(18), 2021.09

5. Hyunguk Choi, Hoyeon Ahn, Joonmo Kim, Moongu Jeon, "ADFNet: Accumulated Decoder Features for Real-time Semantic Segmentation", IET Computer vision,  DOI:  10.1049/iet-cvi.2019.0289, pp. 555-563, Nov. 2020 

6. Hyunguk Choi, Younkwan Lee, Kin Choong Yow, Moongu Jeon, "Block Change Learning for Knowledge Distillation", Information Sciences, pp. 360-371, doi = 10.1016/j.ins.2019.10.074,  Mar. 2020

7. Hyunguk Choi, Kin Choong Yow, Moongu Jeon, "Training Approach using the Shallow Model and Hard Triplet Mining for Person Re-Identification", IET Image processing, pp. 256–266, Print ISSN 1751-9659, Online ISSN 1751-9667, doi = 10.1049/iet-ipr.2019.0334,  Feb. 2020

Domestic Journal (KCI)

1. 홍지우, 최형욱, "데이터 희소 환경에서의 화합물 활성도 예측을 위한 셀프 어텐션 기반 퓨샷 상호작용 예측 모델 연구", 산업기술연구논문지(KCI), 31(2), pp.83-101, 2026.06

2. 이지상, 김호진, 구자명, 최형욱, 정도영, "소규모 농지에 대해 SAM을 활용한 무인기영상의 필지 기반 작물분류 (Parcel-Based Crop Type Classification in UAV Imagery with SAM for Smallholder Farms)", Korean Journal of Remote Sensing (KJRS), 40(5-1), pp.495-506, pISSN 1225-6161, eISSN 2287-9307, Oct. 2024

International Conference

1. Doyoung Jeong, Yongjin Jeon, Minyoung Back, Hyunguk Choi, "Decompose the Uncertainty for Crop Yield Prediction by Combining Deep Ensembles with Gaussian NLL Loss", International Geoscience and Remote Sensing Symposium, (IGARSS) 2023

2. Yeji Choi, Keumgang Cha, Minyoung Back, Hyunguk Choi, Taegyun Jeon, "RAIN‑F: A fusion dataset for rainfall prediction using convolutional neural network", International Geoscience and Remote Sensing Symposium(IGARSS) 2021

3. Hyunguk Choi, Hoyeon Ahn, Moongu Jeon, "CCNet: Cross-Combination Neural Network for Feature Extraction in Person Re-Identification", The Eighth International Conference on Control, Automation & Information Sciences (ICCAIS 2019), Chengdu, China, 2019.10.23

4. Vinh Quang Dinh, Younkwan Lee, Hyunguk Choi, Moongu Jeon, "Real-time Traffic Sign Recognition", The International Conference on Consumer Electronics(ICCE)-Asia2018, Jeju, Korea, 2018.06.24 

5. Hyunguk Choi, QuangVinh Dinh, Moongu Jeon, "Robust relationship learning to illumination in a camera network", International Conference on Eletronics, Information and Communication(ICEIC2018), Hawaii, USA, 2018.01.24

6. Hyunguk Choi, Moongu Jeon, "Deep Neural Network for Person Re-Identification in a Non-Overlapping Camera Network", ICCAIS2017, Chiang Mai, Thailand, 2017.10.31

7. Hyunguk Choi, Moongu Jeon,"Data association for Non-overlapping Multi-camera Multi-object tracking based on Similarity function", The International Conference on Consumer Electronics(ICCE)-Asia2016, October 26-28, 2016, Seoul, Korea

8. C. YEON, D. KIM, H. CHOI, K. KIM, E. CHUNG," Definition of sensory-evoked functional area in optical intrinsic signal imaging using a segmentation method", Neuroscience 2015, Chicago, 2015.10.17

9. Hyunguk Choi, Jeonghwan Gwak, Hyeonseung Song and Hong Gyoo Sohn,"An Efficient Object Detection Algorithm for Large-size Images Based on a Hierarchical Semantic Grouping Approach", ICCAIS2014, Kwangju, 2014.12.2

Domestic Conference

1. 이선주, 최형욱, "인공지능을 활용한 SAR 영상 Style transfer 기술", Geo AI 데이터 학회 2024년 추계학술대회, 2024.11.06 

2. 함상우, 권영호, 최형욱, "공개 북한 동향자료에서의 지리정보 추출과 위성영상 연계(Geographic Information Extraction and Satellite Imagery Linkage from Open North Korea Trend Information)", 한국항공우주학회 2024년 추계학술대회, 2024.11

3. 최형욱, 백민영, 전태균, "수자원 AI 데이터 구축과 인공지능 활용", Geo AI 데이터 학회 2021년 추계학술대회, 2021.11.25

4. 백민영, 최형욱, 전태균, "Rotated-box 기반의 SAR 영상 선박 탐지 데이터셋 구축 및 활용", Geo AI 데이터 학회 2021년 추계학술대회, 2021.11.25

5. 최형욱, 전태균, "위성영상 변화 탐지 연구 (Study on change detection in satellite imagery)", 한국군사과학기술학회 2021 종합학술대회, 2021.06.10-11, ISSN 2636-0659(Online)

6. 최형욱, 구자명, 전태균, "아리랑 위성영상 분석을 위한 딥러닝 기반의 객체 탐지 및 변화탐지(Object Detection and Change Detection based on Deep learning for Korea Multi-Purpose Satellite (KOMPSAT) Imagery analysis)", 한국항공우주학회 2020 추계학술대회, 2020.11.18-20

7. 최형욱, 오한, 김문규, 이정권, 전태균, "멀티 클래스 건물 검출을 위한 위성영상 데이터셋 소개 및 분석(Introduction and Analysis of Satellite Imagery Dataset for Multi-Class Building Detection)", 대한원격탐사학회 2020, 2020.11.4-6

8. 최형욱, 윤광진, 최인문, 전문구, "조도 변화를 고려한 딥러닝 기반의 사람 재인식(Deep Learning Based Person Re-Identification Considering Illumination Change)", KSC 2017(구)동계학술발표회, 2017.12.20 (우수 논문상 수상 제17-1121호)

9. 최형욱,송현승,전문구,"유사성을 이용한 항공영상 내 영역 군집화 및 지형 속성 인식 연구(Recognition of Geography Attributes and Grouping Regions using Similarity on Aerial Images)", 대한전자공학회 하계종합학술대회,2015.6.21

10. 최형욱, 김창연, 송현승, 전문구, "고화질 무인항공영상 내의 객체 검출 기법 (An Object Detection Method for a Unmanned Aerial Vehicle Image with High Resolution)",  KCC2014, 2014.12.18

11. 최형욱, 송현승, 전문구, "항공영상 지형 분할 및 속성 분류 연구", KIMST2014, pp.454-455, 제주, 2014.6.19

12. 최형욱, 송현승,손홍규,전문구,"자동 윈도우 크기 결정 기법을 적용한 Minimum Entropy Clustering과 Iterative Over-Segmentation 기반 Semantic Segmentation", KIPS2014, 수원, 2014.4.24

13. 최형욱, 김창연, 송현승, 전문구,"Minimum Entropy Clustering 기반 의미론적 지형 분석 기법", IPIU2014,제주,2014.2.12

14. 노승종, 최형욱, 전문구, "Codebook 기반 Variable Bandwidth Kernel Density Estimation 기법을 이용한 확률적 전경검출 기법", IPIU 2013, 제주, 2013,2,18.

Award (수상)

1. [우수논문상] 최형욱, 윤광진, 최인문, 전문구, "조도 변화를 고려한 딥러닝 기반의 사람 재인식", "Deep Learning Based Person Re-Identification Considering Illumination Change", KSC 2017(구)동계학술발표회, 2017.12.20 (우수 논문상 수상 제17-1121호)