Prof. Suk-Ho, Lee

 

Division of Computer Information Engineering, Dongseo University

San69-1, Churye-2Dong, Sasang-Gu, Busan, Korea, 617-716

Tel) 82-51-320-1744   E-mail) petrasuk@gmail.com

 

Profile:

1989-1993 : B.S. course at Yonsei Univ.  Dept. Electronic Engineering

1996-1998 : M.S. course at  Yonsei Univ. Dept. Electronic & Electrical Engineering

1998-2003 : Ph.D.  course at Yonsei Univ. Dept. Electronic  & Electrical  Engineering

1998-2003 : Part-time lecturer at Yonsei Univ.

2003-2006 : Post-Doc at Yonsei Univ.  Dept. Mathematics

2003-2006 : Researcher at Impedance Imaging Research Center in Kyung-Hee Univ.  College of Electronics and Information

2006-2008 : Research Professor  at Yonsei Univ.  Dept. Electronic  & Electrical  Engineering

2008-current : Professor at Dong-Seo Univ.  Division of Computer Information Engineering

  Deep Learning Tutorial & Software

VIT 연구회

 

연구회 세미나

 

창업동아리

창조동아리

 

대학원:  Richard

4학년 :  4학년

3학년 :  이현욱  김영현    마성훈  

2학년 (기존멤버):  김희원   박한주    이성빈   이수정   이홍주   황순태  

2학년 (신멤버) :  김수진   김아란    김지환   김혜민   민준성   박건욱   조완우    

Publications

 

International Journals:

  • Edwin Kurniawan, Yunjin Park, and Sukho Lee,"Noise-Resistant Demosaicing with Deep Image Prior Network and Random RGBW Color Filter Array", Sensors, Vol. 22, pp. 1-13, 2022.2
  • Imanuel Indra, Sukho Lee, "Super-resolution with adversarial loss on the feature maps of the generated high-resolution image", Electronics Letters, Vol. 58, No. 2, pp. 47-49, 2022.1
  • Sukho Lee, Hye-in Kim, Byeongseon Jeong, Jungho Yoon, "A Training Method for Low Rank Convolutional Neural Networks Based on Alternating Tensor Compose-Decompose Method", Applied Sciences, Vol. 11, pp. 1-23, 2021.1
  • Hansol Kim, Sukho Lee, Moon Gi Kang, "Demosaicing of RGBW Color Filter Array Based on Rank Minimization with Colorization Constraint ", Sensors, Vol. 20, pp. 1-18, 2020.8
  • Richard Evan Sutanto, Sukho Lee "Real-Time Adversarial Attack Detection with Deep Image Prior Initialized as a High-Level Representation Based Blurring Network ", Electronics, Vol. 10, pp. 1-17, 2020.12
  • Yunjin Park, Sukho Lee, Byeongseon Jeong, and Jungho Yoon, "Joint Demosaicing and Denoising Based on a Variational Deep Image Prior Neural Network ", Sensors, Vol. 20, pp. 1-14, 2020.5
  • Suk ho Lee, Paul Oh, and Moon Gi Kang, "Three dimensional colorization based image/video reconstruction from white-dominant RGBW pattern images ", Digital Signal Processing, Vol. 93 No.5, , pp. 87-101, 2019.9
  • Paul Oh, Sukho Lee, and Moon Gi Kang, "Colorization-Based RGB-White Color Interpolation using Color Filter Array with Randomly Sampled Pattern ", Sensors, Vol. 17, No. 7, pp. 1523, 2017.7
  • Paul Oh, Sukho Lee, Moon Gi Kang, "Colorization coding based on iterative regression with major group priority", Digital Signal Processing, Vol. 56, pp. 53-66, 2016.
  • Bumseok Ko, Byung-Gook Lee,  Sukho Lee, "Neighboring Elemental Image Exemplar Based Inpainting for Computational Integral Imaging Reconstruction with Partial Occlusion," Journal of the Optical Society of Korea , Vol. 19, No. 4, pp. 390-396, August, 2015.
  • Byung-Gook Lee, Bumseok Ko, Sukho Lee, and Donghak Shin, "Computational integral imaging reconstruction of partially occluded 3D object using image inpainting technique," Journal of the Optical Society of Korea , Vol. 19, No. 3, pp. 248-254, June 2015.
  • Taekyung Ryu, Byung Gook Lee, and Sukho Lee, "Mutual constaint using Partial occlusion artifact removal for computational integral imaging reconstruction," Applied Optics, Vol. 54, No. 13, pp. 4147-4153, May, 2015,
  • Hyein Kim, Sukho Lee, Taekyung Ryu, and Jungho Yoon, "Superresolution of 3-D computational integral imaging based on moving least square method," Optics Express Vol. 22, Iss. 23, pp. 28606–28622  (2014)
  • Hee Kang, Suk Ho Lee, Ki Sun Song, and Moon Gi Kang, "Bayer patterned high dynamic range image reconstruction using adaptive weighting function," EURASIP Journal on Advances in Signal Processing, 2014:76, May. 2014.   
  • Yeon Ju Lee , Sukho Lee, and Jungho Yoon, "A Framework for Moving Least Squares Method with Total Variation Minimizing Regularization", Journal of Mathematical Imaging and Vision, vol 48, pp.566-582, March, 2014.
  • Taekyung Ryu, Byung Gook Lee, and Suk-Ho Lee, "Image Compression System Using Colorization and Meanshift Clustering Methods", Ubiquitous Information Technologies and Applications, Lecture Notes in Electrical Engineering 280, pp.165-172, 2014
  • Sukho Lee, Sangwook Park, Paul Oh, and Moon Gi Kang, "Colorization based Compression using Optimization," IEEE Trans. Image Process., vol. 22, no. 7, pp. 2627-2636, Jul. 2013
  • Suk Ho Lee, Euncheol Choi, Moon Gi Kang, "Scale Adaptive Object Tracking Using Color Centroids", Optical Engineering, Vol. 50, No. 9, Sep, 2011.
  • Suk-ho Lee, Euncheol Choi, and Moon Gi Kang,  "Illumination change adaptive tracking based on color centroid shifting", Optical Engineering, vol. 50, no. 5, May, 2011.
  • Hee Kang, Suk-Ho Lee, Joonyoung Chang, and Moon Gi Kang, "A partial differential equation based approach for removal of chromatic aberration with local characteristics", Journal of Electronic Imaging , Vol. 19, No. 3, 2010.
  • Suk-ho Lee, Hyenkyun Woo, and Moon Gi Kang, "Global Illumination Invariant Object Detection With Level Set Based Bimodal Segmentation", IEEE Trans. Circuits Syst. for Video Technology, Vol. 20, No. 4, Apr. 2010.
  • Suk Ho Lee and Moon Gi Kang, "Motion Tracking Based on Area and Level Set Weighted Centroid Shifting", IET Computer Vision, Vol. 4, No. 2, pp. 73-84, June 2010.
  • Suk-ho Lee, Nam-seok Choi and Moon Gi Kang, "Simultaneous Background/Foreground Segmentation and Contour Smoothing with Level Set based Partial Differential Equation for Intelligent Surveillance Systems over Network" Special Issue on "Web and Grid-based Systems" of International Journal of Web and Grid Services (IJWGS), Vol.5, No. 4, pp. 390-404, Nov. 2009.
  • Suk-ho Lee and Moon Gi Kang, "Centroid shifting based object tracking", IEEE ComSoc MMTC E-letter, Vol.4, No. 6, pp. 14-16, July 2009.
  • Suk-Ho Lee and Moon Gi Kang, "Total variation denoising with generalized fidelity term ", (IEEE Signal Processing Letters, 2007.11)
  • Suk-Ho Lee and Jin Keun Seo, "Level Set-Based Bimodal Segmentation with Stationary Global Minimum", (IEEE Trans. Image Processing 2006.9)
  • Suk-Ho Lee, et al. "Conductivity Image Reconstruction From Defective Data in MREIT" (IEEE Trans. Medical Imaging 2006.2)
  • Byung-Il Lee, Sukho Lee, et al, "Harmonic Decomposition in Partial Differential Equation based Denoising Technique for MREIT" (IEEE Trans. Biomedical Engineering 2005.11)
  • Suk-Ho Lee and Jin Keun Seo, "Noise Removal with Gauss Curvature-Driven Diffusion" (IEEE Trans. Image Processing 2005.7)
  • Eung Je Woo, Suk-Ho Lee, et al. "Conductivity and current density imaging of animal subject using MREIT technique", International Journal of Bioelectromagnetism, vol. 7, no. 1, pp. 9-12, 2005.7
  • Tae-Seong Kim, Suk-Ho Lee, et al. "A Matlab toolbox for magnetic resonance electrical impedance tomography (MREIT): MREIT toolbox", International Journal of Bioelectromagnetism, vol. 7, no. 1, pp. 352-355, 2005.7
  • Suk-Ho Lee and Moon Gi Kang, "Optimal Regularized Image Restoration Algorithm based on Backward Diffusion Equation" (SPIE Optical Engineering 2004.1)
  • Suk-Ho Lee and Moon Gi Kang "CCD noise filtering based on 3-dimensional nonlinear partial differential equation", IEEE Trans. Consumer Electronics, vol. 44, no. 3, 1998.8.

Domestic Journals:

  • 유태경, 이석호, "평균이동 분할계산기법을 사용한 역 컬러라이제이션 기반의 컬러영상압축", 한국방송공학회 논문지 18권 6호, pp.935-938, 2013년 11월.
  • 이석호, "실시간 ELSAC을 이용한 Stop/Go 방식의 Pan/Tilt 카메라 시스템 ",  한국방송공학회 논문지 17권 6호, , 2012년 11월.
  • 이석호, "Stable Model for Active Contour based Region Tracking using Level Set PDE", 한국정보통신학회 논문지 (영문판), 2011년 12월
  • 이석호, 최은철, 강문기, "중심 이동 기반의 스케일 적응적물체 추적 알고리즘", 한국멀티미디어학회논문지, 2011년 5월.
  • 이석호, 최은철, 강문기, "배경 컬러와 시간에 대한 필터링을 접목한 컬러 중심 이동 기반 물체 추적 알고리즘", 한국방송공학회, 제16권 제1호, pp. 178-181, 2011년 1월
  • 최은철, 이석호, 강문기, "가중 컬러 중심이동을 이용한 물체 추적 알고리즘", 한국방송공학회, 제15권 제2호, pp. 236-247, 2010년 3월
  • 이석호, "Motion detection using curvature map and two-step bimodal segmentation", 한국응용수학회 논문지, 2009년 12월
  • 이석호, "Simultaneous foreground and background segmentation with level set function", 한국응용수학회 논문지, 2009년 12월
  • 이석호, 최은철, 강문기, "역확산 방정식을 이용한 영상복원 알고리즘", 대한전자공학회, 제40권, SP편 1호, pp. 34-42, 2003년 1월
  • 이석호, 최은철, 강문기, "3차원 이방성확산 방정식을 이용한 동영상의 잡음 제거", 대한전자공학회,  제39권, 제2호, pp. 187~194, 2002년 3월

Conferences:

  • 정현정, 황태량, 최용균, 이석호, "그림자 정보를 사용한 적외선 벽터치 스크린", HCI Korea 2014 학회 논문집, pp.769-771 (2014.2 강원도 하이원리조트 컨벤션센터)
  • Paul Oh, Sukho Lee, and Moon Gi Kang, "Local regression based colorization coding," VISAPP, Lisbon, Portugal, Jan. 5-8, 2014
  • Taekyoung Ryu, Ping Wang, and Sukho Lee, Image Compression with meanshift based inverse colorization, Proc. IEEE Internation conference on consumer electronics(ICCE 2013), 2013.1
  • 이석호, "Image compression using meanshift segmentation based inverse colorization" Workshop on applied harmonic analysis, 2012.6
  • 왕비안, 마르커스,이병국, 이석호, "입체도형 전개도 학습을 위한 증강현실 콘텐츠 개발 연구", HCI 2012, 2012년 1월.
  • 한승일, 박수민, 박성욱, 이석호, "Pan/Tilt카메라를 이용한 객체추적을 위한 안정적 시스템 개발에 관한 연구", 한국정보처리학회 추계학술대회, 2011.11
  • 이석호, "Variational Image processing - denoising techniques, Inpainting, Active Contours", 2009 NIMS Thematic Winter School "신호 및 영상처리를 위한 근사기법", 2009.12
  • Suk-ho Lee, Nam-seok Choi, Byung Gook Lee and Moon Gi Kang, "Simultaneous Background/Foreground Segmentation and Contour Smoothing with Level Set based Partial Differential Equation for Intelligent Surveillance Systems over Network", CISIS2009, Fukuoka, Japan, Mar. 16-19, 2009
  • Euncheol Choi, Suk-Ho Lee and Moon Gi Kang, "Object tracking based on area weighted centroids shifting with spatiality constraints", IEEE ICIP2008, San Diego, USA, Oct. 12-15, 2008
  • Euncheol Choi, Young Duk Kim, Suk-Ho Lee and Moon Gi Kang, "Target and Background Area Weighted Tracking Algorithm", International Technical Conference on Circuits/Systems, Computers and Communications Technical Program (ITC-CSCC 2008), Shimonoseki, Japan , July 6-9, 2008
  • Suk Ho Lee and Moon Gi Kang, "Motion Tracking with Non-Stationary Camera based on Area and Level Set Weighted Average of Centroid Shifting Vectors", IS&T/SPIE Symposium on Electronic Imaging, San Jose, California, USA, Jan. 27-31, 2008
  • Sukho Lee, "Motion Tracking for the Intelligent Surveillance System", NIMS Workshop on Mathematical Sciences and its Applications March, 2006,
  • Sukho Lee, Jin Keun Seo, "Active contour based motion tracking using bimodal segmentation", KSIAM 2006 Spring Conference, May 26~27, 2006,Daegu EXCO, Korea
  • Jin Keun Seo, Sukho Lee, "Fast level set based bimodal segmentation", International Conference on Applicable Harmonic Analysis, Hangzhou, China, May 2005.
  • T. S. Kim, B. I. Lee, C. J. Park, S. H. Lee, S. H. Tak1, J. K. Seo, O. Kwon, and E. J. Woo, "A Matlab Toolbox for Magnetic Resonance Electrical Impedance Tomography (MREIT): MREIT Toolbox" The Joint Meeting of 5th International Conference on Bioelectromagnetism and 5th International Symposium on Noninvasive Functional Source Imaging within the Human Brain and Heart (BEM&NFSI), Minneapolis, MN, USA, May 12-15,2005
  • S. H. Lee,  B. I. Lee, T. S. Kim, "PDE-Based Denoising Technique in MREIT", ICEBI-EIT (12th International Conference on Electrical Bio-impedance & 5th Electrical Impedance Tomography), 2004, Gdansk,　Poland.  
  • S. H. Lee,  "Edge and ramp preserving noise removal based on nonlinear diffusion with Gauss curvature conductance", International Conference on Numerical Methods in Imaging Science and Information Processing, 15 - 19 December 2003, Singapore
  • S.H.Lee, "Image Processing based on PDE", Industrial Mathematics initiative 2003, Daejon, Korea
  • Suk Ho Lee, Eun Cheol Choi, and Moon Gi Kang, "Image Restoration Using Backward Diffusion Equation", FCV 2001, 7th Korea-Japan Joint workshop on computer vision, Seoul, Korea, Feb. 5-6, 2001
  • S. Lee, Moon Gi Kang, and K. T. Park, ``CCD noise filtering based on surface diffusion model combined with Min/Max curvature'', ISCE 97, Singapore, Dec. 1997.
  • S. Lee, Moon Gi Kang, and K. Park, "CCD noise filtering based on 3-dimensional nonlinear partial differential equation", ICCE98, Los Angeles, 1998
  • S. Lee and Moon Gi Kang, "Spatio-temporal video filtering algorithm based on 3-D anisotropic diffusion equation", IEEE ICIP98, Chicago, Oct. 1998.
  • S. Lee, Moon Gi Kang,and K. Park, ``3D extension of anisotropic diffusion for CCD noise filtering'', CMEW'98 워크샾. 1998.
  • 이석호, 이두현, 강문기, 박규태, ``Min/Max 스위치를 결합시킨 표면확산방정식 모델에 의한 영상의 노이즈 제거'', 1997년도 전자공학회 추계학술대회.
  • 이석호, 강문기, 박규태, "개선된 확산방정식에 의한 정지영상의 CCD 잡음제거",  한국방송공학회 학술대회, 1997.