2025
Papers
H.Kim, B.Kang, and Y.Lee, "Generalized Zero-Shot Learning for Point Cloud Segmentation with Evidence-based Dynamic Calibration", AAAI, Feb. 2025.
C.M.Hoang, Y. Lee, and B.Kang, "Generalized Class Discovery in Instance Segmentation", AAAI, Feb. 2025.
G.H.Le, A.Q.Nguyen, B.Kang, and Y. Lee, "Content-Aware Preserving Image Generation", Neurocomputing, Feb. 2025. [link]
Y.Park, D.D.T.Tran, M.Kim, H.Kim, and Y.Lee, "SP2Mask4D: Efficient 4D Panoptic Segmentation Using Superpoint Transformers", ICEIC, Jan. 2025.
Patents
Y. Lee, H. Kim, "제로 샷 학습을 사용한 3D 객체 분할 딥러닝 모델 학습 방법 및 장치", KR Application 10-2025-0021520, 2025.
2024
Papers
M.Kim, J.Lee, Y.Bae, N.Vasconcelos, and Y.Lee, "Class-Balanced Methods for Enhanced Driver Drowsiness Recognition", Autumn Annual Conference of IEIE, Nov. 2024.
J. Park, J.Lee, Y.Lee, "A Method for Improving Person Re-identification Using Image Restoration", Autumn Annual Conference of IEIE, Nov. 2024.
D.D.T.Tran, B.Kang, and Y.Lee, "Multi-Scale Twin-Attention for 3D Instance Segmentation", ACM MM, Oct. 2024. [link]
B.Kang, S.Cha, and Y.Lee, "Improving Weakly-Supervised Object Localization Using Adversarial Erasing and Pseudo Label", Engineering Applications of Artificial Intelligence(EAAI), Jul. 2024. [link]
D.T.Tran, Y.Lee, and B.Kang,"Enhancing Long-Term Person Re-Identification Using Global, Local Body Part, and Head Streams", Neurocomputing, May. 2024. [link]
Patents
B.Kang, Y.Lee, and Y.Bang, "환경 벡터 기반 영상 생성 방법 및 장치"", KR Patent 10-2637112-00-00, 2024.
Y.Lee, B.Kang, S.Yang, and T.Kim, "이미지 스티칭 방법 및 장치(Method and Apparatus for Stitching Images)", US Patent 11875490B2, 2024.
Y. Lee, M, Kim, and Y.Bae, "운전자 상태 분류를 위한 방법 및 이에 대한 장치", KR Application 10-2024-0182425, 2024.
Y. Lee, and D.D.T.Tran, "멀티 스케일 슈퍼 포인트를 사용한 3D 객체 분할 방법 및 장치", KR Application 10-2024-0190472, 2024.
Awards
2024 ETRI 자율성장 인공지능 경진대회 시즌 5 최우수상: 과학기술정보통신부장관상
2024 ETRI Autonomous Growth AI Competition Season 5 Grand Prize: Minister of Science and ICT Award
2024 제2회 국방 인공지능 해커톤 대회 장려상
2024 2nd National Defense AI Hackathon Encouragement Award
2023
Papers
H.Jang, Y.Lee, and J.Lee, "Probabilistic Modeling of Image Aesthetic Assessment Toward Measuring Subjectivity", IEEE Access, Dec. 2023. [link]
A.Q.Nguyen, and Y.Lee, "Anomaly Detection using Deep Learning", Autumn Annual Conference of IBME, Nov. 2023. [link]
S.Park*, T.Lee*, Y.Lee, and B.Kang, (*equal contribution) "FDCNet: Feature Drift Compensation Network for Class-Incremental Weakly Supervised Object Localization", ACM MM, Oct. 2023. [link]
M.Kim, and Y.Lee, "Cross-Domain Person Re-Identification Using Value Distribution Alignment", ICCAS, Oct. 2023. [link]
H.Kim, and Y.Lee, "Class-Agnostic Self-Supervised Learning for Image Angle Classification", ICCAS, Oct. 2023. [link]
Y,Lee, J.Sim, and E.Kim, "Analysis of Radar Signal Detection Performance Using Deep Convolutional Neural Network", Journal of Broadcast Engineering, Jul. 2023. [link]
B. Shin, T.Kim, and Y.Lee, "Raw Sensor Single Image Super Resolution Using Color Corrector-Attention Network", Journal of Broadcast Engineering, Jan. 2023. [link]
Patents
T.Nguyen, Y.Lee, and K.Hirakawa, "Sampled Image Compression Methods and Image Processing Pipeline", US Patent 11582467B2, 2023.
Y.Lee, and M.Kim, "영상 내 객체를 인식하는 객체 인식 장치 및 방법", KR Application, 10-2023-0137106, 2023.
Y.Lee, and H.Kim, "영상의 회전 각도를 추정하는 추정 모델을 학습 시키는 학습 장치 및 학습 방법", KR Application 10-2023-0137758, 2023.
Awards
2023 동계 인공지능 SCI 부트캠프 우수상
2023 Winter AI SCI Bootcamp Excellence Award
2023 전기정보공학과 졸업전시회 우수상(1st)
2023 Electrical and Information Engineering Graduation Exhibition Excellence Award(1st)
2023 제1회 고영 AI 경진대회 금상(1st)
2023 1st KohYoung AI Competition Gold Award(1st)
2023 제3회 CJ대한통운 미래기술 챌린지 대상
2023 3rd CJ Logistics Future Technology Challenge Grand Prize
2022
Papers
H.Kim, and Y.Lee, "Object Detection Method Using Adversarial Learning on Domain Discriminator", Autumn Annual Conference of IBME, Nov. 2022. [link]
B.Kang, C.Yook, J.Lee, H.Oh, and Y.Lee, "OCR-based Cosmetics Ingredients Labeling Analysis System", Autumn Annual Conference of IBME, Nov. 2022. [link]
S.Yang, B.Kang, and Y.Lee, “Sampling Agnostic Feature Representation for Long-Term Person Re-identification”, IEEE Trans. Image Process., Sep. 2022. [link]
T.Kim, Y.Bang, B.Kang, and Y.Lee, "Electric Vehicle Charging Inlet 3D Position Detection for Autonomous Charging Robot", ICESI, May. 2022.
S.Park, T.Lee, Y.Lee, and B.Kang, "Person Trespassing Detection for Surveillance Camera System", ICESI, May. 2022.
Y.Lee and K. Hirakawa “Lossless White Balance for Improved Lossless CFA Image and Video Compression”, IEEE Trans. Image Process., Apr. 2022. [link]
Y.Bang, Y.Lee, and B.Kang "Image-to-Image Translation-Based Data Augmentation for Robust EV Charging Inlet Detection", IEEE Robot. Autom. Lett., Apr. 2022. [link]
Y.Lee, B.Kang, "Where to Look: Visual Attention Estimation in Road Scene Video for Safe Driving", IEIE Transactions on Smart Processing & Computing, Apr. 2022. [link]
S.Yang, K.Kim, and Y.Lee, "Dense Depth Estimation from Multiple 360-degree Images Using Virtual Depth", Applied Intelligence, Mar. 2022. [link]
Patents
Y.Lee, B.Kang, S.Yang, and T.Kim, "이미지 스티칭 방법 및 장치(Method and Apparatus for Stitching Images)", KR Patent 10-2405428-00-00, 2022.
B.Kang, and Y.Lee, "객체 위치 추정 방법", KR Application 10-2022-0162601, 2022.
Y.Lee, B.Kang, and S.Yang, "이미지 내의 객체를 분류하는 데 이용되는 분류 모델을 학습시키는 학습 방법 및 장치", KR Application 10-2022-0118804, 2022.
2021
Papers
T.Kim, S.Yang, B.Kang, H.Lee, J.Seo, and Y.Lee, "Segmentation-Based Seam Cutting for High-Resolution 360-Degree Video Stitching", IEEE Access, Jun. 2021. [link]
B.Kang and Y.Lee, "A Driver’s Visual Attention Prediction Using Optical Flow", Sensors, Jun. 2021. [link]
Y.Bang, Y.Lee, J.Park, and B.Kang, "Image Recomposition System Using Segmentation and Style-transfer", Summer Annual Conference of IBME, Jun. 2021. [link]
J.Lee and Y.Lee, "Benchmark Dataset Generation for 360-degree Image Applications", Summer Annual Conference of IBME, Jun. 2021. [link]
G.H.Le and Y.Lee, "A multi-label classification of attributes on face", Summer Annual Conference of IBME, Jun. 2021. [link]
T.Kim, S.Yang, B.Kang, and Y.Lee, "Overexposure Image Restoration Using a Generative Adversarial Network", Summer Annual Conference of IBME, Jun. 2021. [link]
Patents
B.Kang, Y.Lee, and Y.Bang, "환경 벡터 기반 영상 생성 방법 및 장치"", KR Application 10-2021-0148105, 2021.
Y.Lee, B.Kang, S.Yang, and T.Kim, "이미지 스티칭 방법 및 장치(Method and Apparatus for Stitching Images)", US Application 17558969, 2021.
N.Gadgil, Y.Lee, Q.Chen, and G.Su, "Segment-based reshaping for coding high dynamic range video", US Patent 10902601B2, 2021.
Y.Lee, B.Kang, A.Q.Nguyen, and Y.Bang, "생성적 적대 네트워크 기반 영상 생성 모델 생성 방법", KR Application 10-2021-0139246/PCTKR2021/014996, 2021
Y.Lee, B.Kang, A.Q.Nguyen, and Y.Bang, "자동 영상 생성 방법 및 장치", KR Application 10-2021-0136688, 2021.
Y.Lee and G.H.Le, "Generative Adversarial Network Based Image Generation Method", PCT Application PCT/KR2021/014996, 2021.
2020
Papers
T.Kim, S.Yang, B.Kang, H.Lee, J.Seo, and Y.Lee, "Fast Content-preserving Seam Estimation for Real-time High-resolution Video Stitching", Journal of Broadcast Engineering, Nov. 2020. [link]
S.Yang, K.Kim, J.Jeon, H.Lee, and Y.Lee, "Real-time Steering Angle Prediction in Self-Driving Vehicles", ICESI, Sep. 2020.
F.S.Adi, Y.Lee, and H.Song, "State Estimation for DC Microgrids using Modified Long Short-Term Memory Networks", Applied Sciences, May. 2020. [link]
B.Kang and Y.Lee, "High Resolution Neural Network for Driver’s Visual Attention Prediction", Sensors, Apr. 2020. [link]
Y.Lee and K.Hirakawa, "Shift-And-Decorrelate Lifting: CAMRA for Lossless Intra Frame CFA Video Compression", IEEE Signal Process. Lett., Jan. 2020. [link]
Patents
Y.Lee, B.Kang, S.Yang, and T.Kim, "이미지 스티칭 방법 및 장치(Method and Apparatus for Stitching Images)", KR Application 10-2020-0186308, 2020.
G.Su, S.Miller, W.Husak, Y.Lee, and H.Kadu, "Encoding and Decoding Reversible Production-Quality Single-Layer Video Signals", US patent 10701375B2, 2020.
Y.Lee, S.Yang, and K.Kim, "깊이 정보 추정 방법 및 장치", KR Application 10-2020-0186429, 2020.
B.Kang, Y.Lee, Y.Bang, and J.Park, "Method and Apparatus for Combining Images", KR Application 10-2020-0186348, 2020.
H.Lee, G.Um, S.Lim, J.Seo, B.Kang, T.Kim, S.Yang, and Y.Lee, "객체 세그먼테이션 기반 영상 스티칭 방법 및 이를 수행하는 장치", KR Application 10-2020-0149469, 2020.
~2019
Papers
Y.Liu, G.Yang, S.A.Mirak, M.Hosseiny, A.Azadikhah, X.Zhong, R.E.Reiter, Y.Lee, S.S.Raman, and K.Sung, "Automatic Prostate Zonal Segmentation Using Fully Convolutional Network With Feature Pyramid Attention", IEEE Access, Nov. 2019. [link]
B.Kang, Y.Lee, and T.Q.Nguyen, "Depth-Adaptive Deep Neural Network for Semantic Segmentation", IEEE Trans. Multimedia., Jan. 2018. [link]
Y.Lee, K.Hirakawa, and T.Q.Nguyen, "Camera-Aware Multi-resolution Analysis for Raw Sensor Data Compression", IEEE Trans. Image Process., Jan. 2018. [link]
Y.Lee, K.Hirakawa, and T.Q.Nguyen, "Lossless compression of CFA sampled image using decorrelated Mallat wavelet packet decomposition", ICIP, Sep. 2017. [link]
Y.Lee, K.Hirakawa, and T.Q.Nguyen, "Joint Defogging and Demosaicking", IEEE Trans. Image Process., Jun. 2017. [link]
Y.Lee and T.Q.Nguyen, "Dehazing in Color Filter Array Domain", ISOCC, pp. 171-172, Oct. 2016. [link]
Y.Gong, Y.Lee, and T.Q.Nguyen, "Nighttime Image Enhancement Applying Dark Channel Prior to Raw Data From Camera", ISOCC, pp. 173-174, Oct. 2016. [link]
B.Kang, Y.Lee, C.Han, and T.Q.Nguyen, "Efficient Hand Articulations Tracking using Adaptive Hand Model and Depth map", ISVC, pp.586-598, Dec. 2015. [link]
Y.Lee and T.Q.Nguyen, "Analysis of color rendering transformation effects on dehazing performance", ISOCC, pp. 181-182, Nov. 2015. [link]
Y.Lee, K.Gibson, Z.Lee and T.Q.Nguyen, "Stereo Image Defogging", ICIP, pp.5427-5431, Oct. 2014. [link]
Y.Lee, C.Han, J.Park, S.Park and T.Q.Nguyen, "Efficient Airlight Estimation for Defogging", ISOCC, pp. 154-155, Nov. 2014. [link]
X.Yang, J.Liu, J.Sun, Y.Lee, and T.Q.Nguyen, "Depth-Assisted Frame Rate Up-Conversion for Stereo-scopic Video", IEEE Signal Process. Lett., Apr. 2014. [link]
Y.Lee, Z.Lee and T.Q.Nguyen, "Frame Rate Up Conversion of 3D Video by Motion and Depth Fusion", IVMSP, pp. 1-4, Jun. 2013. [link]
D.Lee, H.Oh, J.Kauh, Y.Park, and Y.Lee, "Improved Ant Colony Optimization Algorithm Design for Weapon-Target Assignment", Winter Annual Conference of KICS, Nov. 2011.
S.Shin, Y.Lee, E.Kim, J.Park, and J.Yoo, "Target Motion Compensation for Stepped Chirp Waveform”, Summer Annual Conference of KIEES, Jul. 2011.
M.Cho, Y.Lee, and E.Kim, "Dimensionality Reduction by Manifold Learning”, Autumn Annual Conference of IEEK, Nov. 2008.
Y.Lee, J.Lee, S.Lee and C.Park, "Improving generalization capability of neural networks based on simulated annealing", CEC, pp. 3447-3453, Sep. 2007. [link]
Patents
T.Nguyen, Y.Lee, and K.Hirakawa, "Sampled Image Compression Methods and Image Processing Pipeline", US Application 16513244, 2019.
N.Gadgil, Y.Lee, Q.Chen, and G.Su, "Segment-based reshaping for coding high dynamic range video", US Application 16462496, 2018.
T.Nguyen, Y.Lee, and C.Han, "Raw Sensor Image and Video De-hazing and Atmospheric Light Analysis Methods and Systems", US Patent 9870600B2, 2018.
G.Su, S.Miller, W.Husak, Y.Lee, and H.Kadu, "Encoding and Decoding Reversible Production-Quality Single-Layer Video Signals", US Application 16087241, 2017.
T.Nguyen, Y.Lee, and C.Han, "Raw Sensor Image and Video De-hazing and Atmospheric Light Analysis Methods and Systems", US Application 14989439, 2016.
G.Su, Q.Chen, N.Gadgil, and Y.Lee, "Efficient RPU Generation and Compression for Dolby Vision SDR container in Cloud Computing System", US patent application.
