Publications

J#:Journal, C#:Conference, W#:Workshops (#:Count)

2024

rPPG Paper

Kunyoung Lee, Jaemu Oh, Hojoon You, and Eui Chul Lee

Remote PPG Deep Learning Real-time
J11
> **[J12]** **Kunyoung Lee**, Jaemu Oh, Hojoon You, and Eui Chul Lee. **Advanced Remote Photoplethysmography with Multi-Scale Feature Fusion.** *IEEE Transactions on Biomedical Engineering* (Under Review). ## 2023 > **[J11]** **Kunyoung Lee**, Jaemu Oh, Hojoon You, and Eui Chul Lee. **Improving Remote Photoplethysmography Performance through Deep-Learning-Based Real-Time Skin Segmentation Network.** *Electronics* 12, no. 17 (2023): 3729. > > **[J10]** **Kunyoung Lee**, Seunghyun Kim, Byeongseon An, Hyunsoo Seo, Shinwi Park, and Eui Chul Lee. **Noise-Assessment-Based Screening Method for Remote Photoplethysmography Estimation.** *Applied Sciences* 13, no. 17 (2023): 9818. > > **[J9]** Jin, Eunju, Hyunju Kang, **Kunyoung Lee**, Seung Gun Lee, and Eui Chul Lee. **Analysis of Nursing Students' Nonverbal Communication Patterns during Simulation Practice: A Pilot Study.** In *Healthcare*, vol. 11, no. 16, p. 2335. MDPI, 2023. > > **[J8]** **Kunyoung Lee**, Seunghyun Kim, and Eui Chul Lee. **Fast and Accurate Facial Expression Image Classification and Regression Method Based on Knowledge Distillation.** *Applied Sciences* 13, no. 11 (2023): 6409. > > **[J7]** You, Hojoon, **Kunyoung Lee**, Jaemu Oh, and Eui Chul Lee. **Efficient and Low Color Information Dependency Skin Segmentation Model.** *Mathematics* 11, no. 9 (2023): 2057. > > **[W1]** Kim, Seunghyun, **Kunyoung Lee**, and Eui Chul Lee. **Multi-View Body Image-Based Prediction of Body Mass Index and Various Body Part Sizes.** In *Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition*, pp. 6033-6040. 2023. > ## 2022 > **[J6]** Hwang, Hyeonsang, **Kunyoung Lee**, and Eui Chul Lee. **A real-time remote respiration measurement method with improved robustness based on a CNN model.** *Applied Sciences* 12, no. 22 (2022): 11603. > > **[J5]** Jang, Woohyuk, Chaewon Lee, Dae Sik Jeong, **Kunyoung Lee**, and Eui Chul Lee. **Multi-Currency Integrated Serial Number Recognition Model of Images Acquired by Banknote Counters.** *Sensors* 22, no. 22 (2022): 8612. > > **[C3]** **Kunyoung Lee**, Hojoon You, Jaemu Oh, and Eui Chul Lee. **Extremely Lightweight Skin Segmentation Networks to Improve Remote Photoplethysmography Measurement.** In *International Conference on Intelligent Human Computer Interaction*, pp. 454-459. Cham: Springer Nature Switzerland, 2022. > ## 2021 > **[C2]** **Kunyoung Lee**, Kyungwon Jin, Youngwon Kim, Jee Hang Lee, and Eui Chul Lee. **A comparative analysis on the impact of face tracker and skin segmentation onto improving the performance of real-time remote photoplethysmography.** In *Intelligent Human Computer Interaction: 12th International Conference, IHCI 2020, Daegu, South Korea, November 24–26, 2020, Proceedings, Part II 12*, pp. 27-37. Springer International Publishing, 2021. > ## 2020 > **[J4]** **Kunyoung Lee**, and Eui Chul Lee. **Siamese Architecture-Based 3D DenseNet with Person-Specific Normalization Using Neutral Expression for Spontaneous and Posed Smile Classification.** *Sensors* 20, no. 24 (2020): 7184. > > **[J3]** Nam, Uiseo, **Kunyoung Lee**, Hyunwoong Ko, Jun-Young Lee, and Eui Chul Lee. **Analyzing facial and eye movements to screen for Alzheimer's disease.** *Sensors* 20, no. 18 (2020): 5349. > > **[J2]** Park, Seho, **Kunyoung Lee** , Jae-A. Lim, Hyunwoong Ko, Taehoon Kim, Jung-In Lee, Hakrim Kim et al. **Differences in facial expressions between spontaneous and posed smiles: Automated method by action units and three-dimensional facial landmarks.** *Sensors* 20, no. 4 (2020): 1199. > ## 2019 > **[J1]** **Kunyoung Lee**, and Eui Chul Lee. **Comparison of facial expression recognition performance according to the use of depth information of structured-light type RGB-D camera.** *Journal of Ambient Intelligence and Humanized Computing* (2019): 1-17. > ## 2018 > **[C1]** **Kunyoung Lee**, and Eui Chul Lee. **Comparison of 2D&3D Performances of Facial Feature Analysis Using RGB-D Vision Sensor.** In *Advances in Computer Science and Ubiquitous Computing: CSA-CUTE 17*, pp. 1416-1421. Springer Singapore, 2018. > --- ## Domestic Journals (4건) > 황정원, **이건영**, 이의철, **"객체 추적 알고리즘 기반 비전 검사를 통한 압출부 타겟 검출 방법",** Journal of Next-generation Convergence Technology Association, 7(9), pp. 1412~1420, 2023년 9월 (KCI) > > 이채원, 윤성빈, 조철우, 황현상, **이건영**, 이의철, **"ESRGAN을 이용한 차량 번호판 화질 개선을 통한 인식률 향상,"** Journal of Next-generation Convergence Technology Association, 6(1), pp. 5-11, 2022년 1월. > > 안병선, **이건영**, 이의철, **"표정 정보를 보존하는 선택적 얼굴 비식별화 방법,"** Journal of Next-generation Convergence Technology Association, 6(11), pp. 2103-2109, 2022년 11월. > > 고대준, 황현상, **이건영**, 김영원, 이의철, **"RGB 카메라를 이용한 다중 생체 신호 검출 통합 시스템 설계 및 개발,"** 차세대융합기술학회논문지 제5권 제5호, pp. 749-756, 2021년 10월. > ## Domestic Conference (1건) > 이채원, 윤성빈, 조철우, 황현상, **이건영**, 이의철, **"License plate image enhancement based on super-resolution Generative Adversarial Networks,"** 제40회 한국법과학회 추계학술대회, 2021.11.23 ~ 2021.11.30, 온라인. > --- ## Research Areas ### Primary Research Interests - **Computer Vision**: Advanced image processing and analysis techniques - **Affective Computing**: Emotion recognition and analysis systems - **Remote Photoplethysmography**: Non-contact heart rate monitoring - **Facial Expression Recognition**: Automated facial expression analysis ### Key Contributions - **Real-time Processing**: Development of lightweight models for real-time applications - **Robustness**: Improving system performance in challenging environments - **Multi-modal Integration**: Combining facial and physiological signals - **Clinical Applications**: Translation of research to practical healthcare solutions --- ## Citation Statistics - **Google Scholar Citations**: [View Profile](https://scholar.google.co.kr/citations?user=lU9NpJUAAAAJ&hl=en) - **Total Publications**: 15+ peer-reviewed papers - **Conference Presentations**: 3 international conferences - **Journal Impact Factors**: Multiple publications in high-impact journals --- ## Collaborations ### Academic Partners - **Sangmyung University**: Primary research institution - **International Conferences**: IEEE/CVF, IHCI, CSA-CUTE - **Journal Editorial Boards**: Regular reviewer for multiple journals ### Industry Collaborations - **Hyundai NGV**: Automotive safety applications - **Healthcare Institutions**: Clinical validation studies - **Technology Companies**: Commercial implementation projects