INHA

Sang-Chul Lee, Ph.D.

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Journal Publications

  • Nur Suriza Syazwany, Ju-Hyeon Nam and Sang-Chul Lee, " MM-BiFPN: Multi-Modality Fusion Network with Bi-FPN for MRI Brain Tumor Segmentation," in IEEE Access, 2021. (https://ieeexplore.ieee.org/document/9632555)

  • Yong-Soo Baek, Sang-Chul Lee, Wonik Choi and Dae-Hyeok Kim, "A new deep learning algorithm of 12-lead electrocardiogram for identifying atrial fibrillation during sinus rhythm," in Scientific Reports, 11, 12818, Nature publishing group (https://doi.org/10.1038/s41598-021-92172-5)

  • Hyun-Gyu Lee and Sang-Chul Lee, "Morphological Multi-cell Discrimination for Robust Cell Segmentation," in IEEE Access, vol. 8, pp. 49837-49847, 2020.

  • Hyun-Gyu Lee and Sang-Chul Lee, "Cell segmentation for quantitative analysis of anodized TiO2 foil", in IEEE Transactions on Industrial Informatics, 15(5), pp. 2828-2837, IEEE, 2019.

  • Bo-Gyu Park, Hyun-Gyu Lee and Sang-Chul Lee, "Demosaicking with adaptive reference range selection," Journal of Electronic Imaging, 28(1), 013021, IS&T, 2019.

  • Hyun-Gyu Lee and Sang-Chul Lee, "Improving performance of repetitive computer-based tasks through visual stimuli tailored to the individual", in Cognition, Technology & Work, vol. 20(1), pp. 153-161, Springer, 2018.

  • Hyun-Gyu Lee and Sang-Chul Lee, "Nucleus Segmentation Using Gaussian Mixture based Shape Models", in IEEE Journal of Biomedical and Health Informatics, vol. 22(1), pp. 235-243, IEEE, 2018.

  • Min-Kook Choi, Ziyu Wang, Hyun-Gyu Lee, and Sang-Chul Lee, "A bag-of-regions representation for video classification", in Multimedia Tools Applications, vol. 75(5), pp. 2453-2472, Springer, 2016.

  • Hyun-Gyu Lee, Min-Kook Choi, Sang-Chul Lee, "Grain-oriented Segmentation of Images of Porous Structures Using Ray-casting and Curvature Energy Minimization", in Journal of microscopy, vol. 257(2), pp. 92-103, Wiley, 2015.

  • Min-Kook Choi, Joonseok Park, and Sang-Chul Lee., " Event classification for vehicle navigation system by regional optical flow analysis", in Machine Vision and Applications, vol. 25(3) pp. 547-559., Springer, 2014.

  • Jin-Hee Lee, Kyeongyul Kim, Sang-Chul Lee, and Byeong-Seok Shin, “An Efficient Localization Method Based on Adaptive Optimal Sensor Placement,” in International Journal of Distributed Sensor Networks, vol. 2014, Article ID 983618, 11 pages, 2014.

  • Hyun-Gyu Lee, Min-Kook Choi, Byeong-Seok Shin, Sang-Chul Lee, "Reducing redundancy in wireless capsule endoscopy videos", in Computers in Biology and Medicine, vol. 43(6), pp. 670-682, Elsevier, 2013

  • Jaesik Choi, Ziyu Wang, Sang-Chul Lee and Won J. Jeon, "A spatio-temporal pyramid matching for video retrieval", in Computer Vision and Image Understanding, vol. 117(6), pp.660-669, Elsevier, 2013

  • Peter Bajcsy, Rob Kooper and Sang-Chul Lee ,"Understanding Documentation and Reconstruction Requirements for Computer-Assisted Decision Processes", in Decision Support Systems, vol. 50, pp.316-324, Elsevier, 2010.

  • Sang-Chul Lee and Peter Bajcsy, "Trajectory Fusion for Three-dimensional Volume Reconstruction", in Computer Vision and Image Understanding, vol. 110, pp. 19-31, Elsevier, 2008.

  • Rob Kooper, Andrew Shirk, Sang-Chul Lee, Amy Lin, Robert Folberg and Peter Bajcsy, "3D Medical Volume Reconstruction Using Web Services", in Computers in Biology and Medicine, vol. 38, pp. 490-500, Elsevier, 2008

  • Amy Y. Lin, Zhuming Ai, Sang-Chul Lee, Peter Bajcsy, Jacob Pe’er, Lu Leach, Andrew J. Maniotis, and Robert Folberg, "Comparing Vasculogenic Mimicry with Endothelial Cell Lined Vessels: Techniques for 3D Reconstruction and Quantitative Analysis of Tissue Components from Archival Paraffin Blocks", in Applied Immunohistochemistry and Molecular Morphology, vol. 15(1), pp. 113-119, Lippincott Willians and Wilkins, 2007.

  • Sang-Chul Lee, Peter Bajcsy, Amy Lin and Robert Folberg, "Accuracy Evaluation for Region Centroid-Based Registration of Fluorescent CLSM Imagery", in EURASIP JASP, Performance Evaluation in Image Processing, Hindawi publishing, vol. 2006, article ID 82480, pp. 1-11.

  • Peter Bajcsy, Sang-Chul Lee, Amy Lin and Robert Folberg, "3D Volume Reconstruction of Extracellular Matrix Proteins in Uveal Melanoma from Fluorescent Confocal Laser Scanning Microscope Images",in Journal of Microscopy, vol. 221(1), pp. 30-45, Blackwell Synergy, 2006.

  • Sang-Chul Lee and Peter Bajcsy, "Intensity Correction of Fluorescent Confocal Laser Scanning Microscope Images by Mean-Weight Filtering", in Journal of Microscopy, vol. 221(2), pp. 122-136, Blackwell Synergy, 2006.

Book Chapters

  • Peter Bajcsy, Sang-Chul Lee, "Registration Decision during 3D Medical Volume Reconstruction from Confocal Laser Scanning Microscopy" in Modern Research and Educational Topics in Microscopy (2007 edition) , vol. 2, pp. 931-938, Formatex, 2007.

  • McFadden, W., R. Kooper, S. - C. Lee, and P. Bajcsy, "Comprehensive and Scalable Appraisals of Contemporary Documents", INTECH Open Access Publisher, 2010.

Conference Publications

  • Ju-Hyeon Nam and Sang-Chul Lee, "Frequency Filtering for Data Augmentation in X-ray Image Classification", in IEEE proceedings on International Conference on Image Processing (ICIP2021), Alaska, USA, 2021
  • Hyun-Gyu Lee, Adiba Orzikulova, Bo-Gyu Park and Sang-Chul Lee, "Modeling Structural Dissimilarity based on Shape Embodiment for Cell Segmentation", in IEEE proceedings on International Conference on Image Processing (ICIP2017), Beijing, China, 2017
  • Min-Kook Choi, Hyun-Gyu Lee, Minseok Song and Sang-Chul Lee, "Adaptive Bitrate Selection for Video Encoding with Reduced Block Artifacts", in proceedings of the ACM International Conference on Multimedia (ACMMM 2016), Amsterdam, The Netherland, 2016.
  • Min-Kook Choi, Hyun-Gyu Lee and Sang-Chul Lee, "Weighted SVM with Classification Uncertainty for Small Training Samples", in IEEE proceedings on International Conference on Image Processing (ICIP2016), Pheonix, USA, 2016.

  • Min-Kook Choi, Chan Joo, Hyun-Gyu Lee and Sang-Chul Lee, "A Learning-based Approach to Image Demosaicking with Spatial Autocorrelation Analysis" , in IS&T International Symposium on Electronic Imaging, Color Imaging XXI: Displaying, Processing, Hardcopy, and Application, 2016.

  • Hyun-Gyu Lee, Min-Kook Choi and Sang-Chul Lee, "Grain-oriented segmentation of scanning electron microscope images", IEEE proceedings on International Conference on Image Processing (ICIP2013), Melbourn, Austrailia, 2013

  • Hyun-Gyu Lee, Min-Kook Choi and Sang-Chul Lee, "Motion analysis for duplicate frame removal in wireless capsule endoscope", Progress in Biomedical Optics and Imaging - Proceedings of SPIE (SPIE MI 2011), Orlando, USA, 2011

  • Jaesik Choi, Won J. Jeon and Sang-Chul Lee, "Spatio-Temporal Pyramid Matching for Sports Videos", ACM International Conference on Multimedia Information Retrieval (ACM MIR 2008), Vancouver, Canada, 2008.

  • Sang-Chul Lee, Wiilam Mcfadden and Peter Bajcsy, "Text, Image and Vector Graphics Based Appraisal of Contemporary Documents", IEEE proceedings on International Conference on Machine Learning and Applications (ICMLA 08), San Diego, USA, 2008.

  • Sang-Chul Lee and Peter Bajcsy, "Understanding Challenges in Preserving and Reconstructing Computer-Assited Medical Decision Process", The Sixth International Conference on Machine Learning and Applications (ICMLA '07), Cincinnati, USA, 2007.

  • Sang-Chul Lee and Peter Bajcsy, "Spatial Intensity Correction of Fluorescent Confocal Laser Scanning Microscope Images", European Conference on Computer Vision workshop on Computer Vision Approaches to Medical Image Analysis (ECCV/CVAMIA 06), Graz, Austria, 2006, Lecture Notes in Computer Science, 4241, pp.143-154, Springer, 2006.

  • Sang-Chul Lee and Peter Bajcsy, "Three-dimensional Volume Reconstruction Based on Trajectory Fusion from Confocal Laser Scanning Microscope Images", in Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 06), Vol 2, pp. 2221-2228, New York, 2006.

  • Sang-Chul Lee and Peter Bajcsy, "Automated Feature-based Alignment for 3D Volume Reconstruction of CLSM Imagery", SPIE International Symposium in Medical Imaging,6144-105, San Diego, 2006.

  • Peter Bajcsy, Sang-Chul Lee and David Clutter, "Supporting Registration Decision during 3D Medical Volume Reconstruction", SPIE International Symposium in Medical Imaging,6144-119, San Diego, 2006.

  • Rob Kooper, Andrew Shirk, Sang-Chul Lee, Amy Lin, Robert Folberg and Peter Bajcsy, "3D Medical Volume Reconstruction Using Web Services", in Proc. of IEEE International Conference on Web Services (ICWS 05), Orlando, 2005

  • Sang-Chul Lee and Peter Bajcsy, "Feature based Registration of Fluorescent LSCM Imagery", in Proc. of SPIE International Symposium in Medical Imaging, vol. 5747, pp. 170-181, San Diego, 2005.

  • Sang-Chul Lee and David Kriegman, "Omnidirectional Vision based Mapping by Free Region Sweeping", in Proc. of IEEE Conference on Robotics, Automation and Mechatronics, pp. 798-803, Singapore, 2004.

  • Sang-Chul Lee and Peter Bajcsy, "Multisensor Raster and Vector Data Fusion Based on Uncertainty Modeling", in Proc. of IEEE Int. conf. on Image Processing (ICIP 04), Singapore, 2004

Other Publications

  • Sang-Chul Lee and Peter Bajcsy, "Multi-instrument Analysis from Point and Raster Data", Technical Report NCSA-ALG-04-0002, Feb 2004
  • Sang-Chul Lee, "Landmark-Based Exploration, Mapping and Navigation by Free-Region Sweeping", M.S. thesis, Computer Science, University of Illinois at Urbana-Champaign, 2003.
  • Sang-Chul Lee, "Three-dimensional Volume Reconstruction from Confocal Laser Scanning Microscopy Imagery", Ph.D. dissertation, Computer Science, University of Illinois at Urbana-Champaign, 2006

Patent (Korean)

- 주행영상의 모션 파라미터 추출을 통한 자동화된 주행도로 노면의 시각화 방법, 2016 10-1611789

- 서명 잠금 방식을 위한 우도 기반 입력방향성 최적화 방법 및 장치, 2015 10-2014-0079795

- Method and Apparatus for segmenting Particles of Electron Microscope Images of porous structures, 2015 10-1557578

- Method and Apparatus for segmenting Particles of Electron Microscope Images, 2015 10-1557577

- 차량 내부의 선택적 외부소음 유입 제어 방법 및 장치(Method and Apparatus for Control of Selective Exterior Noise Influx in a Vehicle), 2015 10-1516921

- 비가청 근접 경고 신호 발생을 통한 보행자 안전 알림 방법 및 시스템(Method and System for Pedestrian Safety using Inaudible Acoustic Proximity Alert Signal), 2014 10-1478951

- 주행 중 풍절음 분석을 이용한 적응형 서스펜션 제어 방법 및 장치(Method and Apparatus for Control of Adaptive Suspension using Wind Noise in driving), 2014 10-1469420

- 직비 통신을 이용한 실외 측위 방법(METHOD FOR LOCALIZATION USING ZIGBEE COMMUNICATION), 2014 10-1458338

- 차량 영상의 영역 분할에 기초하여 주행 사건을 분류하는 방법(METHOD FOR CLASSIFING DRIVING EVENT BASED ON REGION SEGMENTATION OF VECHILE IMAGE), 2014 10-20140031944.

- 제한된 이미지 데이타 내의 피부 이미지 검출 장치 및 이를 이용한 피부 이미지 검출 방법(skin image detection apparatus in restricted image data and skin image detecting apparatus using the same), 2014 10-1449371

- 블록 아티팩트 기반의 동영상 화질 최적화를 위한 비트레이트 결정 방법(METHOD FOR DETERMINING BITRATE FOR VIDEO QUALITY OPTIMIZATION BASED ON BLOCK ARTIFACT), 2014 10-1415429

- Method and Apparatus for sturdy classification of drive incident based on two step layer, 2014 10-1393851

- 컬러 및 명암 분석 기술을 활용한 동영상 트랜스코딩 최적화 방법(VIDEO TRANSCODING OPTIMIZATION METHOD USING LIGHT INTENSITY ANALYSIS), 2014 10-1362654

- 프레임별 고주파 정보 추출을 활용한 동영상 트랜스코딩 최적화 방법(VIDEO TRANSCODING OPTIMIZATIONS USING HIGH FREQUENCY FRAME ANALYSIS), 2014 10-1361442

- 재구성형 하드웨어를 이용한 실시간 노면 상태 감시 방법(A METHOD FOR OBSERVING ROAD STATUS USING RECONFIGURABLE HARDWARE), 2011 10-1060152

- 영상 특성 분석을 통한 캡슐 내시경 영상 처리 방법 (METHOD FOR PROCESSING IMAGE OF CAPSULE ENDOSCOPY USING IMAGE CHARACTER, 2010 10-0984395

​- 주관적/객관적 동영상 비교를 통해 사용자가 인식하는 화질 저하를 최소화 하는 동영상 트랜스코딩 최적화 방법(VIDEO TRANSCODING OPTIMIZATION METHOD USING CORRELATION OF SUBJECTIVE AND OBJECTIVE VIDEO QUAL, 2014 10-1358576

- 저화질 이미지를 이용한 신분증 판별 장치 및 이를 이용한 판별 방법(identification distincting apparatus using Degraded Images and distincting apparatus using the same), 2013 10-1346328

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