Publications

■ International SCI Journal

1. M. Y. Lee and H. S. Lee, "A Dilated Neighborhood Attention Transformer with Dual-Path Architecture for Motion Deblurring"  (Under review)

2. J. S. Shin and H. S. Lee, "A Multi-Scale U-Shaped Transformer Neural Network for Low-Light Image Enhancement"  (Major Revision)

3. J. S. Shin and H. S. Lee, "Dual Attention XYDeblur: Attention-Guided Divide-and-Conquer Strategy for Image Deblurring"  (Major Revision)

4.  H. S. Lee and S. I. Cho, "Multi-Scale Attention in Attention Neural Network for Single Image Deblurring,"  in Displays, Vol. 85, Dec. 2024.

5.  H. S. Lee and S. I. Cho, "Color coherence-based scene-change detection for frame rate up-conversion,"  in Multimedia Tools and Applications, June. 2024. 

6. H. S. Lee and S. I. Cho, "Spatiotemporal directional coherence-based scrolling-text detection for frame rate up-conversion," in Displays, Vol. 78, July. 2023.

7. H S. Lee and S. I. Cho, "Locally Adaptive Channel Attention-based Spatial–Spectral Neural Network for Image Deblurring," in IEEE Transactions on Circuits and Systems for Video Technology, Vol. 33, Issue. 10, pp. 5375-5390, Oct. 2023.

8. J. H. Kim, B. H. Ngo, J. H. Park, J. E. Kwon, H. S. Lee, and S. I. Cho, "Distilling and Refining Domain-Specific Knowledge for Semi-Supervised Domain Adaptation," BMVC, London, UK, Nov. 21~24, 2022.

9. S. J. Park, J. H. Park, E.S. Kang, B. H. Ngo, H. S. Lee, and S. I. Cho, "Pseudo Label Rectification via Co-Teaching and Decoupling for Multisource Domain Adaptation in Semantic Segmentation," in IEEE Access,  vol. 10, pp. 91137-91149, Aug. 2022.

10. H. S. Lee and S. I. Cho, “Spatial Color Histogram-based Image Segmentation using Texture-Aware Region Merging” in Multimedia Tools and Applications, Vol. 81, pp 24573-24600, Mar. 2022.

11. H. S. Lee and S. I. Cho, “Local Directional Coding-based Scene Change Detection for Frame Rate Up-Conversion,” in Digital Signal Processing,  Vol. 126, pp.103501-103513, June. 2022.

12. H. S. Lee and S. I. Cho, “Luminance Level of Histogram-Based Scene-change Detection for Frame Rate Up-Conversion," in IEEE Access,  Vol. 10, pp. 15968-15977 , Feb. 2022.

13. S. Yoon, C. Lee, H. S. Lee, Y. H. Kim, and S. Kang, "Fluctuation-based Fade Detection for Scene Changes," in IEEE Access, Vol. 9, pp. 149735-149743, Nov. 2021.

14. H. S. Lee and S. I. Cho, “Directional Coherence-Based Scrolling-Text Detection for Frame Rate Up-Conversion,” in IEEE Access, Vol. 8, pp. 182044-182053, Sep. 2020.

15. H. S. Lee, G. J. Bae, S. I. Cho, Y. H. Kim, and S. Kang, “SmartGrid: Video Retargeting with Spatiotemporal Grid Optimization,”  in IEEE Access, Vol. 7, Issue. 1, pp. 127564-127579, Sep. 2019.

16. H. S. Lee and S. I. Cho, "Scrolling Text Detection based on Region Characteristic Analysis for Framte Rate Up-Conversion."  in Displays,  Vol. 55, pp. 19-30, Dec. 2018.

■ Domestic Journal

1.  신지수, 이호섭 "Dual-Path Divide-and-Conquer Neural Network for Image Deblurring", 정보기술학회 논문지, 2025.

2. 신지수, 이호섭 "저조도 영상 화질 개선을 위한 CNN, Transformer, Diffusion 기반 기술 동향과 전망", 대한전자공학회학회지 7월호, 2025.

3.  이민영, 이호섭, 이하림, "Local Adaptive Blur Attention-based Neural Network for Image Deblurring", 정보기술학회 논문지, 2025.

■ International Conference Paper

1. J. S. Shin and H. S. Lee, “Progressive Hybrid Transformer and Attention-in-Attention Neural Network for Low-Light Image Enhancement," 2025 International Technical Conference on Circuits/Systems, Computers and Communications, Seoul, South Korea, July. 7, 2025~July. 10, 2025.

2. H. S. Lee and Y. H. Kim, “Human Visual Attention Analysis-based Image Segmentation using Color Histogram”, 2018 International SoC Design Conference (ISOCC 2018), Daegu, South Korea, Nov. 12, 2018~Nov. 15, 2018.

3. H. S. Lee, S.-J. Kang, and Y. H. Kim, "Motion Vector Smoothing of Boundary of Moving Ojbect for Frame Rate Up-Conversion," 2016 International SoC Design Conference (ISOCC 2016), Jeju, South Korea, pp. 41–42, Oct. 23, 2016~Oct. 26, 2016.

4. H. S. Lee, S. I. Cho, G. J. Bae, H.-S. Kim, and Y. H. Kim, "Foreground-based Depth Map Generation for 2D-to-3D Conversion," International Symposium on Circuits and Systems (ISCAS 2015), Lisbon, Portugal, pp. 1210-1213, May. 24, 2015~May. 27, 2015.

■ Domestic Conference Paper

1. 신지수, 이호섭 "자막 및 스크롤링 텍스트 보존을 위한 향상된 비디오 아웃페인팅 프레임워크" 제 35회 인공지능신호처리 학술대회, Sep. 2025. 

2. Min Young Lee and Ho Sub Lee  "Transformer-based Divide and Conquer Neural Network for Image Deblurring" 한국정보과학회, Nov. 2024.

3.  Ji-Soo Sin and Ho Sub Lee  "Multi Scale Attention in Attention-based Neural Network for Low-Light Image Enhancement" 한국정보과학회, Nov. 2024.

4.  Min Young Lee and Ho Sub Lee  "Divide and Conquer Neural Netwokr with Cascaded Two-Stage Approach for Image Deblurring" 전자반도체인공지능학술대회, Aug. 2024.

5.  Ji-Soo Sin and Ho Sub Lee  "Scrolling Text Region Handling-based Video Retargeting" 전자반도체인공지능학술대회, Aug. 2024.

6. Ji-Soo Sin and Ho Sub Lee  "Attention in Attention-Based One-Encoder-Two-Decoder Network for Image Deblurring" 한국반도체학술대회, Jan. 2024.

7. Jong Youn Lee, Gwang Nam An, Do Hyeon Seo, Chan Mee Kim, and Ho Sub Lee  "Multi-Kernel Strip Pooling-Based Attention Network for Super Resolution" 한국반도체학술대회, Jan. 2024.

8. 이호섭 “적응적 히스토그램 생성 기반의 영상 분할 기법”, 2020년도 전자/통신 학술대회 논문집, Dec. 5, 2020. [우수 발표 논문상]

9. 이호섭, 김영환, “Foreground Protection-based Motion Vector Refinement for Frame Rate Up-Conversion”, 한국반도체학술대회, Dec. 7, 2017.

10. 이호섭, 김영환, “2D-to-3D 변환을 위한 Hybrid Depth Cue 기반의 깊이 지도 생성”, 대한전자공학회 SoC 설계연구회 학술발표회 논문집, 중앙대학교, May. 28, 2016.

11. 이호섭, 조한주, 김영환, “영상 디테일 수준에 따른 효율적인 영상 분할”, 대한전자공학회 SoC 설계연구회 학술발표회 논문집, 한양대학교, pp. 112-116, May. 17, 2014. [우수 발표 논문상]