저널 Journal

해외 International

1. Naseem, M. T., Lee, C.-S., & Kim, N. (2024). Facial Expression Recognition Using Visible, IR, and MSX Images by Early and Late Fusion of Deep Learning Models. IEEE Access, 12(0), 20692-20704. https://doi.org/10.1109/ACCESS.2024.3362247

2. Kang, H., Lee, C.-S., Kim, J.-G., & Pak, H. (2023). Saccadic eye movement speed is related to variations in phantom array effect visibility. Scientific Report, 13(11576), 1-11. https://doi.org/10.1038/s41598-023-38477-z 

3. Kang, H., Lee, C.-S., Lee, J, & Lee, K. (2022). Phantom array effect can be observed above 15 kHz in high speed eye movement group for high luminance warm white LED. Lighting Research & Technology. Advance online publication. https://doi.org/10.1177/14771535221147312

4. Kang, H., Kim, J., Park, S., Lee, C.-S., & Pak, H. (2022). Visibility of the phantom array effect at different LED colour temperatures under high-frequency temporal light modulation. Lighting Research & Technology, 55(1), 36-46. https://doi.org/10.1177/14771535221101558

5. Pak, H., Kang, H., Song, D.-W., Lee, J.-H., Park, H., & Lee, C.-S. (2022). Evaluation of direction judgements based on turn signal guide lamp and behavioural responses. Lighting Research & Technology. Advance online publication. https://doi.org/10.1177/14771535221076171

6. Kim, J.-C., Kim, M.-H., Suh, H.-E., & Naseem, M. T. (2022). Hybrid Approach for Facial Expression Recognition Using Convolutional Neural Networks and SVM. Applied Sciences. https://doi.org/10.3390/app12115493

7. Kim, J., Seo, H., Naseem, M. T., & Lee, C.-S. (2022). Pathological-Gait Recognition Using Spatiotemporal Graph Convolutional Networks and Attention Model. Sensors. https://doi.org/10.3390/s22134863

8. Park, S., Lee, C.-S., Kang, H., Pak, H., & Wilkins, A. (2019). Visibility of the phantom array effect according to luminance, chromaticity and geometry. Lighting Research & Technology, 52(3), 377-388. https://doi.org/10.1177/1477153519867115

9. Brown, E., Foulsham, T., Lee, C.-S., & Wilkins, A. (2019). Research note: Visibility of temporal light artefact from flicker at 11 kHz. Lighting Research and Technology, 52(3), 371-376. https://doi.org/10.1177/1477153519852391

10. Kim, J.-C., Chun, S., & Lee, C.-S. (2017). Multi-modal motion dictionary learning for facial expression recognition. International Journal of Computational Vision and Robotics, 7(4), 443-453. https://doi.org/10.1504/IJCVR.2017.084996

11. Lee, C.-S., Lee, J.-H., Pak, H., Park, S. W., & Song, D.-W. (2017). Phantom array and stroboscopic effects of a time-modulated moving light source during saccadic eye movement. Lighting Research and Technology, 50(5), 772-786. https://doi.org/10.1177/1477153517693468

국내 Domestic

1. Kang, H., Lee, J., & Lee, C.-S. (2023). Relationship between phantom array visibility and eye-movement speed: Between- and within-individual variation. Journal of the Korean Institute of Illuminating and Electrical Installation Engineers, 37(3), 1-7. https://doi.org/10.5207/JIEIE.2023.37.3.00

2. Pak, H., Kang, H., Kim, J.-G., & Lee, C.-S. (2021). The effect of CCT tunable LED headlamp on target visibility of vehicles and road surfaces under adverse weather condition. Journal of the Korean Institute of Illuminating and Electrical Installation Engineers, 35(9), 1-8. https://doi.org/10.5207/JIEIE.2021.35.9.001

3. Lee, C.-S., Lim, D.-G., Jeon, S.-H., Jeong, C.-Y., Kim, J.-G., & Pak, H. (2020). A Study on the Visibility of the Phantom Array Effect in Color LED under High-Speed Flashing Frequency. Journal of the Korean Institute of Illuminating and Electrical Installation Engineers, 34(7), 1-7. https://doi.org/10.5207/JIEIE.2020.34.7.001

4. Pak, H., & Lee, C.-S. (2018). Psychophysiological Responses of Passengers to the Illuminance and Color Temperature of Lighting for Different In-Vehicle Activities. Journal of the Korean Institute of Illuminating and Electrical Installation Engineers, 32(1), 9-16. https://doi.org/10.5207/JIEIE.2018.32.1.009

5. Pak, H., & Lee, C.-S. (2018). Effect of Background Brightness on the Visibility of Foreground Colors under Artificial Weather Conditions. Journal of Korea Society of Color Studies.

6. Park, H., Pak, H., & Lee, C.-S. (2017). Prospect of Automotive Lighting Systems of Self-Driving Vehicles. Journal of the Korean Institute of Illuminating and Electrical Installation Engineers, 31(8), 1-8. https://doi.org/10.5207/JIEIE.2017.31.8.001

학술 대회 Conference

해외 International

1. Kang, H., Park, S., Lee, J., Kim, J., & Lee, C.-S. (2023). Phantom array visibility according to spectral distribution. In Proceedings of the CIE 2023.

2. Kang, H., Pak, H., Seo, H. E., Kim, N., Lee, J., & Lee, C.-S. (2023). Mock-up based testing of turn signal projection lamps: Impact on driver, cyclist, and pedestrian safety. In Proceedings of the 15th International Symposium on Automotive Lighting (ISAL).

3. Kang, H., Pak, H., Seo, H. E., Kim, N., Lee, J., & Lee, C.-S. (2023). A Simulation-based study on Distractions and Benefits of Signal Light Projections with Directional Indicators. In Proceedings of the 27th International Technical Conference on the Enhanced Safety of Vehicles (ESV). 23-0155-O

4. Kang, H., Pak, H., Lee, J., Shin, D., & Lee, C.-S. (2023). Exploration of interior lighting preference conditions in different scenarios for autonomous vehicles. In Proceedings of the 14th Asia Lighting Conference (Tokyo, Japan).

5. Lee, C.-S., & Kang, H. (2023). An analytic approach to the visibility model of the phantom array effect. In Proceedings of the CIE 2023.

6. Pak, H., Kim, T., Kang, H., Lee, J., Suk, H.-J., & Lee, C.-S. (2023). Mixed reality-based interior lighting testbed for autonomous vehicles. In Proceedings of the 15th International Symposium on Automotive Lighting (ISAL).

7. Kang, H., Kim, J., Park, S., & Lee, C.-S. (2022). Visibility of the Phantom Array Effect at Different LED Color Temperatures. In Proceedings of the 13th Asia Lighting Conference (Beijing, China).

8. Kang, H., Jo, H. K., Zhang, Z., Johora, F. T., & Kim, H. (2022). Proposal of landscape lighting in Gyeongsan-si. In Proceedings of the 13th Asia Lighting Conference (Beijing, China).

9. Pak, H., Kang, H., Kim, J., Jo, Y., Kang, S., Jeong, J., Shim, J., & Lee, C.-S. (2021). Quantitative Evaluation of the Visibility of CCT Tunable LED Headlamp under Adverse Weather Conditions. In Proceedings of the 14th International Symposium on Automotive Lighting (ISAL), 432-440.

10. Pak, H., Lee, J. H., Song, D. W., Kang, H., Park, H., Lee, C.-S., Han, H. J., Choi, J. D., Go, K. M., & Shin, J. (2019). Visibility Improvement using Guide Function of Turn Signal Lamp. In Proceedings of the 13th International Symposium on Automotive Lighting (ISAL), 157-166.

11. Kang, H., Park, S., Lee, C.-S., & Lee, J. (2017). Eye-Movement Speed Dependence of the Phantom array. In Proceedings of the CIE Midterm Meeting, 764-771.

12. Song, D.-W., Kim, J., Lee, J.-H., Kang, H., & Lee, C.-S. (2017). Analysis on Color Break-Up Effect of Time-Modulated Full Color LED Lighting during Saccadic Eye Movement. In Proceedings of the AIC, 63-66.

13. Lee, C.-S., Kang, H., Park, S. W., Lee, J., Song, D., & Pak, H. (2017). Visual Aspects of Time-Modulated Lighting Systems during Saccadic Eye Movements for Automotive Lighting. In Proceedings of the 12th International Symposium on Automotive Lighting (ISAL)

14. Lee, C.-S., Kim, J., Kang, H., Park, S., & Lee, J. (2017). Wavelength Dependent Scattering & Transmittance Characteristics under Adverse Weather Conditions. In Proceedings of the CIE Midterm Meeting, 1117-1121.

15. Kang, H., Park, S. W., & Lee, C.-S. (2018). Slot Width Dependence of the Threshold frequency of the Phantom Array Effect. In Proceedings of the 11th Asia Lighting Conference (Kobe, Japan).

16. Park, S., Kang, H., & Lee, C.-S. (2017). Temporal Contrast Sensitivity Function During Saccadic Eye Movement. In Proceedings of the 10th Asia Lighting Conference (Shanghai, China).

17. Lee, C.-S. (2017). Human action recognition using tensor dynamical system modeling. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 21-25.

국내 Domestic

1. Kim, N., Lee, J., Seo, H. E., & Lee, C.-S. (2023). Dataset Construction and Passenger Classification from Skeleton-based Action Sequences. In Proceedings of IPIU.

2. Kang, H., Kim, T., Lee, J., Shin, D., Suk, H.-J., & Lee, C.-S. (2023). Autonomous Vehicle Interior Lighting Design : A VR vs. Vehicle Buck Comparison Study. In Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference. 

3. Lee, J., Pak, H., Kang, H., & Lee, C.-S. (2023). Emotional Evaluation of an Interior Lighting Scenario for Autonomous Vehicles : Adjective ratings and biosignal responses. In Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference.

4. Kang, H., Kim, N., & Lee, C.-S. (2023). Improving Driver’s Attention in Emergency Situation using Dashboard LED Lighting. In Proceedings of the Korean Auto-vehicle Safety Association Conference.

5. Kang, H., Lee, J., & Lee, C.-S. (2023). The Effect of LED Lighting with Temporal Light Modulation on Visual Task Performance. In Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference.

6.  Kim, N., Lee, K., Jeong, H., Lee, J., Yoon, S., & Lee, C.-S. (2023). LSTM-based Sealer Coating Defect Inspection System. In Proceedings of IPIU.

7. Kang, H., Pak, H., Lee, J., Seo, H. E., & Lee, C.-S. (2022). Driver’s Visual Evaluation of Projection Lamp using Virtual Reality. In Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference.

8. Kang, H., Pak, H., Kim, N., Seo, H. E., & Lee, C.-S. (2022). VR Simulator-based Evaluation of the Effect of Turn Signal Projection Lamp. In KSAE Autumn Conference Proceedings.

9. Kang, H., Lee, J., Lee, K.-M., & Lee, C.-S. (2022). A study on the Threshold Frequency of Visibility of Phantom Array Effect in LED lightings. In Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference.

10. Pak, H., Lee, C.-S., & Jang, W. J. (2022). A Basic Survey on the Perception of Color Temperature and Light Source Names. Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference.

11. Kang, H., Kim, J.-G., & Lee, C.-S. (2021). Relationship between Eye-movement and Phantom Array Effect. In Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference.

12. Kang, H., Kim, J.-G., Park, S.-W., Pak, H., & Lee, C.-S. (2021). The Visibility of the Phantom Array Effect according to LED Chromaticity under High-Speed Flashing Frequency. In Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference.

13. Kang, H., Kim, J.-G., Park, S.-W., Pak, H., & Lee, C.-S. (2021). The Visibility of the Phantom Array Effect according to LED Color Temperature under High-Speed Flashing Frequency. In Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference.

14. Pak, H., Kang, H., Kim, J., Jo, Y., Kang, S., Jeong, J., Shim, J., & Lee, C.-S. (2021). Consumer Evaluation on the Visibility of CCT Tunable Headlamp. In KSAE Spring Conference Proceedings.

15. Pak, H., Kang, H., Kim, J., Jo, Y., Kang, S., Jeong, J., & Lee, C.-S. (2021). The Effect of CCT Tunable Headlamp on Targets of Vehicle and Road Surface under Artificial Weather Environment. In Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference.

16. Lee, C.-S., Kim, J.-G., Seo, H., & Lee, J. (2020). Embedded Compound Facial Expression Recognition System for Affective Communication. Proceedings of the IEEK Conference.

17. Pak, H., Choi, E. J., & Lee, C.-S. (2018). The effect of automotive headlamp CCT on visibility in complex weather condition. Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference.

18. Pak, H., Lee, C.-S., & Choi, E. J. (2018). Analysis of Blue Light in Automotive LED Headlights. Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference.

19. Lee, C.-S. (2018). Research Trends on Temporal Light Artifacts. Proceedings of the Korea Society Of Color Studies Conference.

20. Lee, J.-S., Kim, T.-H., Nam, B.-H., & Lee, C.-S. (2017). Optical simulation and analysis of LED headlamp. Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference.

21. Kim, M.-H., Kim, J.-C., & Lee, C.-S. (2017). Facial Expressions Recognition using Fusion of Learning Model based on Global and Local Motion Flow. Proceedings of the IEEK Conference.

22. Kim, J., Chun, S., Park, S., & Lee, C.-S. (2017). A calibration method using an illuminance sensor for spectrum controlled LED lighting. Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference.

23. Yang, S.-J., Pak, H., Lee, C.-S., Joo, J. Y., & Choi, E. J. (2017). Effects of Correlated Color Temperature in LED on Visibility in Yellow Sand Conditions. Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference.

24. Park, H., Lee, J.-Y., & Lee, C.-S. (2017). Design of Flashing Beam Control Algorithm using Spatial Information for Deceleration of Vehicles under Fog. Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference.

25. Lee, J.-H., Kang, H., & Lee, C.-S. (2017). Visibility Evaluation of an Emblem Lighting Using Adrian Model. In Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers Conference.

특허 Patents

1. 강혜란 외. 비상차선확보 안내 시스템 및 그 방법(Syetemp for noticing emergency traffic and method thereof), Patent N0: 1022649610000, Jun. 09, 2021

2. 이찬수, 석영웅, 김준기. 전조등 제어 장치 및 방법 (Apparatus and method for controlling headlight), Patent No: 1022753530000, Jul. 05, 2021

3. 박시현, 이찬수, 이영웅. LED 구조체 전사 방법 (Method for transferring LED structure), Patent No: 1022406030000, Apr. 09, 2021

4. 이찬수, 김민현, 김진철. 몰입도 측정장치 및 방법 (Method and Apparatus for Measuring Degree of Immersion), Patent No: 1021743450000, Oct. 29, 2020

5. 이찬수, 박신원. 차량용 조명 제어 장치 및 방법 (Apparatus and method for controlling lights of vehicles), Patent No: 1024225630000, Jul. 14, 2020

6. 이찬수, 김정훈, 김진철. LED 조명의 최적화 장치 및 방법 (Apparatus AND METHOD FOR OPTIMIZING LED LIGHTING), Patent No: 1020788620000, Feb. 12, 2020

7. 이찬수, 천성용, 김정훈, 박신원. 다중 엘이디 스펙트럼 조합을 제어하는 조명제어방법 및 장치 (Lighting control method and apparatus for controlling multiple LED spectrum combinations), Patent No: 1019216900000, Nov. 19, 2018

8. 이찬수, 천성용, 김진철, 박신원. 스펙트럼에 따른 엘이디들의 최적 조합을 산출하는 기능을 가진 조명제어방법 및 장치 (Illumination control method and apparatus having a function of calculating the optimum combination of the LEDs according to the spectrum), Patent No: 1018411750000, Mar. 16, 2018

9. 이찬수, 김민현, 김진철. 멀티 모달 데이터 기반 표정인식방법 및 장치 (Method and apparatus of recognizing facial expression base on multi-modal), Patent No: 1018935540000 Aug. 24, 2018

10. 이찬수, 김진철. 표정 latent 동작사전을 이용한 표정인식방법 및 장치 (Apparatus and method for facial expression recognition method based on latent motion dictionary), Patent No: 1017427970000, May. 26, 2017

11. 이찬수, 이재익, 박신원. 웹 카메라를 이용한 시선 추적 장치, 방법 및 이를 이용한 조명 제어 장치 (Apparatus and method for eye-tracking using web-camera, and apparatus for controlling light using the same), Patent No: 1017348090000, May. 03, 2017

12. 이찬수, 천성용. 스펙트럼 제어 가능 조명 장치 및 방법 (Illumination apparatus of spectrum tunable lighting and illumination method thereof), Patent No: 1017158720000, Mar. 07, 2017

13. 이찬수, 변찬. 휴대용 양방향 호흡량 측정장치 및 방법 (Portable bidirectional spirometer apparatus and method thereof), Patent No: 1017039710000, Feb. 01, 2017