Papers
International Journals
Deep Feature Classification of Angiomyolipoma without Visible Fat and Renal Cell Carcinoma in Abdominal Contrast-Enhanced CT Images with Texture Image Patches and Hand-Crafted Feature Concatenation
Hansang Lee, Helen Hong, Junmo Kim, and Dae Chul Jung
Medical Physics, Vol. 45, No. 4, pp. 1550-1561, April 2018.
[Paper (Wiley)]
Differentiation of Fat-Poor Angiomyolipoma from Clear Cell Renal Cell Carcinoma in Contrast-Enhanced MDCT Images using Quantitative Feature Classification
Han Sang Lee, Helen Hong, Dae Chul Jung, Seunghyun Park, and Junmo Kim
Medical Physics, Vol. 44, No. 7, pp. 3604-3614, July 2017.
[Paper (Wiley)]
Seed Growing for Interactive Image Segmentation using SVM Classification with Geodesic Distance
Sunjeong Park, Han S. Lee, and Junmo Kim
Electronic Letters, Vol. 53, No. 1, pp. 22-24, January 2017.
[Paper (IEEEXplore), Paper (IET)]
Entropy Minimization for Groupwise Planar Shape Co-Alignment and Its Applications
Youngwook Kee, Han S. Lee, Junho Yim, Daniel Cremers, and Junmo Kim
Signal Processing Letters, Vol. 22, No. 11, pp. 1922-1926, November 2015.
[Paper (IEEEXplore)]
Segmentation of Anterior Cruciate Ligament in Knee MR Images using Graph Cuts with Patient-Specific Shape Constraints and Label Refinement
Hansang Lee, Helen Hong, and Junmo Kim
Computers in Biology and Medicine, Vol. 55, pp. 1-10, December 2014.
[Paper (ScienceDirect)]
International Conferences (Proceedings)
BCD-Net: A Novel Method for Cartilage Segmentation of Knee MRI via Deep Segmentation Networks with Bone-Cartilage-Complex Modeling
Hansang Lee, Helen Hong, and Junmo Kim
ISBI 2018, Washington D.C., USA, April 4 – 7, 2018.
In Proc. of the 15th IEEE International Symposium on Biomedical Imaging (ISBI 2018), pp.1538-1541, 2018.
[Paper (IEEEXplore)] *Oral presentation
Detection and Segmentation of Small Renal Masses in Contrast-Enhanced CT Images using Texture and Context Feature Classification
Han Sang Lee, Helen Hong, and Junmo Kim
ISBI 2017, Melbourne, Australia, April 18 – 21, 2017.
The 14th IEEE International Symposium on Biomedical Imaging (ISBI 2017)
[Paper (IEEEXplore)]
Cephalometric Landmark Detection in Dental X-ray Images using Convolutional Neural Networks
Hansang Lee, Minseok Park, and Junmo Kim
SPIE Medical Imaging 2017, Orlando, FL, USA, February 11 – 16, 2017.
The Computer-Aided Diagnosis (CAD) Conference at the SPIE Medical Imaging Symposium 2017 (SPIE MI 2017)
[Paper (SPIE)] *Oral presentation
Contextual Convolutional Neural Networks for Lung Nodule Classification using Gaussian Weighted Average Image Patches
Haeil Lee*, Hansang Lee*, Minseok Park, and Junmo Kim
SPIE Medical Imaging 2017, Orlando, FL, USA, February 11 – 16, 2017.
The Computer-Aided Diagnosis (CAD) Conference at the SPIE Medical Imaging Symposium 2017 (SPIE MI 2017)
[Paper (SPIE)] *Oral presentation
Segmentation of Overlapping Cervical Cells in Microscopic Images with Superpixel Partitioning and Cell-Wise Contour Refinement
Hansang Lee and Junmo Kim
CVPR Workshop on Computer Vision for Microscopy Image Analysis (CVPR-CVMI 2016), Las Vegas, NV, USA, July 1, 2016.
In Proc. of the 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2016), pp.1367-1373, 2016.
[Paper (IEEEXplore), Paper (CVF), Spotlight, Poster]
Plankton Classification on Imbalanced Large Scale Database via Convolutional Neural Networks with Transfer Learning
Hansang Lee*, Minseok Park*, and Junmo Kim
ICIP 2016, Pheonix, AZ, USA, September 25 – 28, 2016.
In Proc. of the 23rd IEEE International Conference on Image Processing (ICIP 2016), pp.3713-3717, 2016.
[Paper (IEEEXplore)] *SPS Travel Grant Award
Seed Growing for Interactive Image Segmentation with Geodesic Voting
Sunjeong Park, Han S. Lee, and Junmo Kim
ICIP 2016, Pheonix, AZ, USA, September 25 – 28, 2016.
In Proc. of the 23rd IEEE International Conference on Image Processing (ICIP 2016), pp.2564-2568, 2016.
[Paper (IEEEXplore)] *SPS Travel Grant Award
Multi-Atlas Segmentation of the Cartilage in Knee MR Images with Sequential Volume- and Bone-Mask-Based Registrations
Han Sang Lee, Hyeun A Kim, Hyeonjin Kim, Helen Hong, Young Cheol Yoon, and Junmo Kim
SPIE Medical Imaging 2016, San Diego, CA, USA, February 27 – March 3, 2016.
In Proc. of SPIE Medical Imaging 2016: Computer-Aided Diagnosis (CAD), Vol.9785, 97853H, 2016.
[Paper (SPIE)]
Automatic Salient Object Detection using Principal Component Analysis
Hansang Lee, Jiwhan Kim, and Junmo Kim
RiTA 2013, Denver, CO, USA, December 18-20, 2013.
In Proc. of the 2nd International Conference on Robot Intelligence Technology and Applications (RiTA 2013), AISC 274, pp.717-723, 2014.
[Paper (Springer)]
A Novel Method for Salient Object Detection via Compactness Measurement
Jiwhan Kim, Hansang Lee, and Junmo Kim
ICIP 2013, Melbourne, Australia, September 15-18, 2013.
In Proc. of the 20th IEEE International Conference on Image Processing (ICIP 2013), pp.3426-3430, 2013.
[Paper (IEEEXplore)]
High-Definition Video-Based Multi-Channel Top-View Vehicle Surrounding Monitoring System for Mobile Navigation Devices
SungRyull Sohn, Hansang Lee, Heechul Jung, and Junmo Kim
ICCE 2013, Las Vegas, NV, USA, January 11-14, 2013.
In Proc. of the IEEE International Conference on Consumer Electronics (ICCE 2013), pp.655-656, 2013.
[Paper (IEEEXplore)]
Automatic Image Segmentation using Saliency Detection and Superpixel Graph Cuts
Sandeul Kang, Hansang Lee, Jiwhan Kim, and Junmo Kim
RiTA 2012, Gwangju, South Korea, December 16-18, 2012.
In Proc. of the 1st International Conference on Robot Intelligence Technology and Applications (RiTA 2012), AISC 208, pp.1023-1034, 2013.
[Paper (Springer)]
Anterior Cruciate Ligament Segmentation from Knee MR Images using Graph Cuts with Geometric and Probabilistic Shape Constraints
Hansang Lee, Helen Hong, and Junmo Kim
ACCV 2012, Daejeon, South Korea, November 5-9, 2012.
In Proc. of the 11th Asian Conference on Computer Vision (ACCV 2012), Part II, LNCS 7725, pp.305-315, 2013.
[Paper (Springer)]
Global Color Balancing for Satellite Image Mosaicing using Decorrelated Color Spaces
Hansang Lee, Dewey Ho Lee, Heechul Jung, Myungjin Choi, and Junmo Kim
ICEIC 2012, Jeongseon, South Korea, February 1-3, 2012.
In Proc. of the 11th International Conference on Electronics, Information, and Communication (ICEIC 2012), pp.567-568, 2012.
Image Deblurring using Fast Minimization of the Mumford-Shah Functional
Hansang Lee, Su Sang Lee, and Junmo Kim
ITC-CSCC 2011, Gyeongju, South Korea, June 19-22, 2011.
In Proc. of the 26th International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC 2011), pp.514-517, 2011.
International Conferences (Abstracts)
Imaging-based Survival Prediction of Liver Cancer Patients using Cox Proportional Hazard Models with Quantitative Texture and Shape Features
Hansang Lee, Helen Hong, Hyun Ju Kim, Hwa Kyung Byun, Jinsil Seong, Jin Sung Kim, and Junmo Kim
Accepted for RSNA 2019, Chicago, IL, USA, December 1-6, 2019.
The 105th Scientific Assembly and Annual Meeting of Radiological Society of North America (RSNA 2019)
Synthetic Training Data Augmentation for Assisting CT Liver Lesion Classification with Generative Adversarial Networks
Hansang Lee, Helen Hong, Heejin Bae, Sungwon Kim, Joon Seok Lim, and Junmo Kim
Accepted for RSNA 2019, Chicago, IL, USA, December 1-6, 2019.
The 105th Scientific Assembly and Annual Meeting of Radiological Society of North America (RSNA 2019)
Differentiation of Hepatic Masses in Abdominal CT Images using Texture-Aware Convolutional Neural Networks with Texture Image Patches
Hansang Lee, Helen Hong, Heejin Bae, Sungwon Kim, Joon Seok Lim, and Junmo Kim
RSNA 2018, Chicago, IL, USA, November 25 – 30, 2018.
The 104th Scientific Assembly and Annual Meeting of Radiological Society of North America (RSNA 2018)
[Abstract] * Oral presentation
Shape and Texture Feature Classification of Angiomyolipoma without Visible Fat and Clear Cell Renal Cell Carcinoma in Contrast-Enhanced CT Images
Han Sang Lee, Helen Hong, Junmo Kim, Dae Chul Jung, and KoonHo Rha
RSNA 2017, Chicago, IL, USA, November 26 – December 1, 2017.
The 103rd Scientific Assembly and Annual Meeting of Radiological Society of North America (RSNA 2017)
[Abstract]
What is Wrong with Them?: Qualitative Analysis on ImageNet Failure Cases
Han S. Lee and Junmo Kim
CVPR Scene Understanding Workshop (CVPR-SUNw 2017), Honolulu, HI, USA, July 26, 2017.
The 5th Scene Understanding Workshop (SUNw 2017), in Conjunction with the 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017)
[Website (Abstract)]
Multi-Channel Deep Feature Classification of Angiomyolipoma without Visible Fat and Renal Cell Carcinoma in Abdominal CT Images with Texture Image Patches
Han Sang Lee, Helen Hong, and Junmo Kim
EMBC 2017, Jeju, South Korea, July 11 – 15, 2017.
The 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2017)
Mass Size Invariant Deep Feature Classification of Renal Fat-Poor Angiomyolipoma and Clear Cell Renal Cell Carcinoma in CT Images
Han Sang Lee, Helen Hong, and Junmo Kim
ISBI 2017, Melbourne, Australia, April 18 – 21, 2017.
The 14th IEEE International Symposium on Biomedical Imaging (ISBI 2017)
Deep Learning Feature Classification for Predicting Treatment Decision: A Preliminary Study on Prostate Cancer Patients
Hansang Lee and Junmo Kim
ISMRM 2017, Honolulu, HI, USA, April 22 – 27, 2017.
The 25th Annual Meeting & Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2017)
[Abstract]
Automated Segmentation of Knee Cartilage from the MR Images using Sequential Multi-Atlas Registration and Shape-Constrained Locally-Weighted Voting for Quantitative Knee Joint Assessment
Han Sang Lee, Helen Hong, Young Cheol Yoon, and Junmo Kim
ISMRM 2017, Honolulu, HI, USA, April 22 – 27, 2017.
The 25th Annual Meeting & Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2017)
[Abstract]
Superior Prognosis Prediction Performance of Deep Learning for Gastric Cancer Compared to Yonsei Prognosis Prediction Model using Cox Regression
Woo Jin Hyung, Taeil Son, Minseok Park, Hansang Lee, Youn Nam Kim, Hyoung-Il Kim, Jong Won Kim, Jae-Ho Cheong, Seung Ho Choi, Sung Hoon Noh, and Junmo Kim
ASCO GI 2017, San Francisco, CA, USA, January 19 – 21, 2017.
The 2017 Gastrointestinal Cancers Symposium (ASCO GI 2017)
[Abstract]
Deep Interactive Image Segmentation with Multi-Channel Distance Maps
Minseok Park*, Pyunghwan Ahn*, Han S. Lee*, and Junmo Kim
IWRCV 2016, Daejeon, South Korea, December 17 – 18, 2016.
The 11th International Workshop on Roust Computer Vision (IWRCV 2016)
Quantitative Texture Classification for Differentiating Fat-Poor Angiomyolipoma from Renal Cell Carcinoma: Development of Feature Classification in MDCT Images
Han Sang Lee, Helen Hong, Dae Chul Jung, Seung Hyun Park, and Junmo Kim
RSNA 2016, Chicago, IL, USA, November 27 – December 2, 2016.
The 102nd Scientific Assembly and Annual Meeting of Radiological Society of North America (RSNA 2016)
[Abstract] *Oral presentation
Transfer Learning with Under-Sampled Data for Super-Imbalanced Large Scale Data Set for Plankton Classification
Hansang Lee*, Minseok Park*, and Junmo Kim
CVPR Workshop on BigVision (CVPR-BigVision 2016), Las Vegas, NV, USA, July 1, 2016.
The 4th International Workshop on Large Scale Visual Recognition and Retrieval (BigVision 2016), in Conjunction with the 29th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016)
[Abstract, Spotlight, Poster] *Student Participation Award
Quantitative CT Texture Analysis and Classification of Small Renal Masses on Contrast-Enhanced CT Images
Han Sang Lee, Helen Hong, Dae Chul Jung, Seung Hyun Park, and Junmo Kim
ISBI 2016, Prague, Czech Republic, April 13 – 16, 2016.
The 13th International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2016)
Multi-Layered Atlas Registrations for Multi-Atlas Segmentation of Brain MRI
Hansang Lee and Junmo Kim
ISMRM 2016, Singapore, May 7 – 13, 2016.
The 24th Annual Meeting & Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2016)
[Abstract]
Automated Multi-Atlas Segmentation of Cartilage from Knee MR Images using Locally-Weighted Voting and Graph Cuts
Han Sang Lee, Hyeun A Kim, Hyeonjin Kim, Helen Hong, Young Cheol Yoon, and Junmo Kim
RSNA 2015, Chicago, IL, USA, November 29 – December 4, 2015.
The 101st Scientific Assembly and Annual Meeting of Radiological Society of North America (RSNA 2015)
[Abstract]
Segmentation of Overlapping Cervical Cells with Nearest Nucleus Labeling and Graph Cuts
Hansang Lee and Junmo Kim
CVPR Workshop on BioImage Computing (CVPR-BIC 2015), Boston, MA, USA, June 11, 2015.
In Conjunction with the 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015)
[Website (abstract)]
Multi-Atlas Segmentation of Femur and Femoral Cartilage in Knee MR Images
Han Sang Lee, Hyuna Kim, Hyeonjin Kim, Helen Hong, Young Cheol Yoon, and Junmo Kim
CARS 2015, Barcelona, Spain, June 24-27, 2015.
The 29th International Congress and Exhibition on Computer Assisted Radiology and Surgery (CARS 2015)
[Proceedings, Abstract]
Interactive Segmentation as Supervised Classification with Superpixels
Han S. Lee, Jiwhan Kim, Sun Jeong Park, and Junmo Kim
CVPR Workshop on Computer Vision and Human Computation (CVHC 2014), Columbus, OH, USA, June 23, 2014.
In Conjunction with the 27th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014)
[Abstract]
Technical Reports & arXiv-Only Papers
Can Deep Neural Networks Match the Related Objects?: A Survey on ImageNet-Trained Classification Models
Han S. Lee, Heechul Jung, Alex A. Agarwal, and Junmo Kim
[arXiv]
Why Do Deep Neural Networks Still Not Recognize These Images?: A Qualitative Analysis on Failure Cases of ImageNet Classification
Han S. Lee, Alex A. Agarwal, and Junmo Kim
[arXiv]
HARRISON: A Benchmark Dataset on Hashtag Recommendation for Real-World Images in Social Networks
Minseok Park, Hanxiang Li, and Junmo Kim
[arXiv, GitHub]
Domestic Journals
Classification of Ground-Glass Opacity Nodules with Small Solid Components using Multiview Images and Texture Analysis in Chest CT Images
(Korean: 흉부 CT 영상에서 다중 뷰 영상과 텍스처 분석을 통한 고형 성분이 작은 폐 간유리음영 결절 분류)
Seon Young Lee, Julip Jung, Han Sang Lee, and Helen Hong
Journal of Korea Multimedia Society (Korean: 멀티미디어학회논문지)
20(7), pp.994-1003, Jul. 2017.
[Paper (Korean)]
Hierarchical Organ Segmentation using Location Information Based on Multi-Atlas in Abdominal CT Images
(Korean: 복부 컴퓨터단층촬영 영상에서 다중 아틀라스 기반 위치적 정보를 사용한 계층적 장기 분할)
Hyeonjin Kim, Hyeun A Kim, Han Sang Lee, and Helen Hong
Journal of Korea Multimedia Society (Korean: 멀티미디어학회논문지)
19(12), pp.1960-1969, Dec. 2016.
[Paper (Korean)]
Texture Analysis-Based Computer-Aided Differential Diagnosis of CT Images for Renal Mass Characterization
(Korean: 신장종양의 감별진단을 위한 전산화단층촬영 영상의 정량적 질감분석에 기반한 컴퓨터 도움 영상분석의 유용성)
Seung Hyun Park, Seungsoo Lee, Dae Chul Jung, Han Sang Lee, Helen Hong, Heejin Bae, Dae Keun Kim, and Koon Ho Eha
Journal of Korean Society of Imaging Informatics in Medicine (KSIIM) (Korean: 대한의학영상정보학회지)
22, pp.15-22, 2016.
[Paper (Korean)]
Automatic Segmentation of Femoral Cartilage in Knee MR Images using Multi-Atlas-Based Locally-Weighted Voting
(Korean: 무릎 MR 영상에서 다중 아틀라스 기반의 지역적 가중투표를 이용한 대퇴부 연골 자동 분할)
Hyeun A Kim, Hyeonjin Kim, Han Sang Lee, and Helen Hong
Journal of Korean Institute of Information Scientists and Engineers (KIISE) (Korean: 정보과학회논문지)
43(8), pp.869-877, Aug. 2016.
[Paper (Korean)]
Anterior Cruciate Ligament Segmentation in Knee MRI with Locally-Aligned Probabilistic Atlas and Iterative Graph Cuts
(Korean: 무릎 자기공명영상에서 지역적 확률 아틀라스 정렬 및 반복적 그래프 컷을 이용한 전방십자인대 분할)
Han Sang Lee and Helen Hong
Journal of Korean Institute of Information Scientists and Engineers (KIISE) (Korean: 정보과학회논문지)
42(10), pp.1222-1230, Oct. 2015.
[Paper (Korean)]
Deep Learning in Medical Imaging
(Korean: 의료영상에서의 딥 러닝)
Hansang Lee, Minseok Park, and Junmo Kim
Journal of Korean Society of Imaging Informatics in Medicine (KSIIM) (Korean: 대한의학영상정보학회지)
20, pp.13-18, 2014.
[Paper (Korean)]
Anterior Cruciate Ligament Segmentation from Knee MR Images using Graph Cuts with Shape Priors
(Korean: 무릎 자기공명영상에서 형상 사전정보 기반의 그래프 컷을 이용한 전방십자인대 분할)
Hansang Lee, Helen Hong, and Junmo Kim
Journal of Korean Institute of Information Scientists and Engineers (KIISE): Software and Applications (Korean: 정보과학회논문지: 소프트웨어 및 응용)
41(1), pp.36-45, Jan. 2014.
[Paper (Korean)]
Delayed Luminescence Characteristics of Human Hands
(Korean: 사람 손의 지연발광 특성)
Joon-Mo Yang, Chunho Choi, Kwang-Sup Soh, Woo-Taek Lim, Hansang Lee, Seung-Byung Chae, Se-Yeol Yoon, Kyung-Il Lee, Eun-Seok Shin, and Sun-Mi Choi
Korean Journal of Optics and Photonics (Korean: 한국광학회지)
17(1), pp.81-88, Feb. 2006.
[Paper (Korean)]
Domestic Conferences
Deep Neural Network-Based Interactive Image Segmentation using Distance Maps
(Korean: 거리 맵을 이용한 심층신경망 기반의 상호적 영상 분할 알고리즘 연구)
Minseok Park, Han S. Lee, Pyunghwan Ahn, and Junmo Kim
In Proc. of the 29th Workshop on Image Processing and Image Understanding (IPIU 2017), Jeju, South Korea, Feb. 15-17, 2017.
2017년 제29회 영상처리 및 이해에 관한 워크샵 (IPIU 2017)
Hierarchical Multi-Atlas Segmentation of Organs in Abdominal CT Images
(Korean: 복부 전산화단층촬영 영상에서 계층적 다중 아틀라스 기반의 장기 분할)
Hyeon Jin Kim, Hyeun A Kim, Han Sang Lee, and Helen Hong
In Proc. of the Annual Spring Conference of Korea Multi-Media Society (KMMS) 2016.
2016년도 한국멀티미디어학회 춘계학술발표대회
*Best Paper Award
Photo-to-Sketch Transfer with StyleNet
(Korean: 스타일넷 기반의 사진 스케치 변환)
Han S. Lee and Junmo Kim
In Proc. of the 28th Workshop on Image Processing and Image Understanding (IPIU 2016), 2016.
2016년 제28회 영상처리 및 이해에 관한 워크샵 (IPIU 2016)
Automatic Similar Atlas Selection in Knee MR Images
(Korean: 무릎 자기공명영상에서 유사 아틀라스 자동 선정)
Hyeon Jin Kim, Hyeun A Kim, Han Sang Lee, and Helen Hong
In Proc. of the Annual Fall Conference of Korea Multi-Media Society (KMMS) 2015.
2015년도 한국멀티미디어학회 추계학술발표대회
Multi-Atlas Segmentation of Femoral Cartilage in Knee MR Images
(Korean: 무릎 자기공명영상에서 다중 아틀라스 기반의 대퇴부 연골 자동 분할)
Hyeun A Kim, Hyeon Jin Kim, Han Sang Lee, and Helen Hong
In Proc. of the Annual Fall Conference of Korea Multi-Media Society (KMMS) 2015.
2015년도 한국멀티미디어학회 추계학술발표대회
Interactive Image Segmentation via Binary Classification
(Korean: 이진 분류기를 통한 상호적 영상 분할)
Hansang Lee and Junmo Kim
In Proc. of the 27th Workshop on Image Processing and Image Understanding (IPIU 2015), 2015.
2015년 제27회 영상처리 및 이해에 관한 워크샵 (IPIU 2015)
Global Image Saliency via Non-Redundant Feature Extraction
(Korean: 비과잉성 특징점 추출을 통한 전역 영상 중요도 검출)
Hansang Lee, Jiwhan Kim, and Junmo Kim
In Proc. of the 26th Workshop on Image Processing and Image Understanding (IPIU 2014), 2014.
2014년 제26회 영상처리 및 이해에 관한 워크샵 (IPIU 2014)
Automatic Detection of ACL-to-Bone Attachment Sites Based on ACL Segmentation in Knee MRI
(Korean: 무릎 자기공명영상에서 전방십자인대 분할 기반의 경골 및 대퇴골의 전방십자인대 부착부위 자동 검출)
Hansang Lee, So Jung Yun, Helen Hong, and Junmo Kim
In Proc. of the 26th Workshop on Image Processing and Image Understanding (IPIU 2014), 2014.
2014년 제26회 영상처리 및 이해에 관한 워크샵 (IPIU 2014)
Graph Cut-Based Segmentation of ACL in Knee MRI
(Korean: 무릎 자기공명영상에서 그래프 컷 기반 전방십자인대 분할)
Helen Hong and Hansang Lee
In Proc. of the Annual Conference of Korean Society of Imaging Informatics in Medicine (KSIIM), 2013.
2013년도 대한의학영상정보학회 학술대회
Principal Component Analysis-Based Image Saliency Detection using Cluster Density Evaluation
(Korean: 군집 밀도 평가를 이용한 주성분 분석 기반 영상 중요도 검출)
Hansang Lee, Jiwhan Kim, and Junmo Kim
In Proc. of the Annual Spring Conference of Korea Multi-Media Society (KMMS), 16(1), pp.308-309, 2013.
2013년도 한국멀티미디어학회 춘계학술발표대회
Salient Region Detection using a Discriminative Color Transform Representation
(Korean: 차별적 색상 변환 재현을 이용한 관심 영역 검출)
Jiwhan Kim, Hansang Lee, and Junmo Kim
In Proc. of the Annual Spring Conference of Korea Multi-Media Society (KMMS), 16(1), pp.304-306, 2013.
2013년도 한국멀티미디어학회 춘계학술발표대회
Saliency Detection via Random Sampling-Based Global Color Contrast
(Korean: 랜덤 샘플링 기반의 전역 색 대비를 통한 중요도 검출)
Hansang Lee, So Jung Yun, Sandeul Kang, and Junmo Kim
In Proc. of the 25th Workshop on Image Processing and Image Understanding (IPIU 2013), 2013.
2013년 제25회 영상처림 및 이해에 관한 워크샵 (IPIU 2013)
Salient Region Detection using Compactness Measurement
(Korean: 조밀도 측정을 이용한 관심영역 검출)
Jiwhan Kim, Hansang Lee, and Junmo Kim
In Proc. of the 25th Workshop on Image Processing and Image Understanding (IPIU 2013), 2013.
2013년 제25회 영상처리 및 이해에 관한 워크샵 (IPIU 2013)
Object Segmentation for Noisy Images
(Korean: 잡음영상에서의 객체 분할 연구)
Hansang Lee, Su Sang Lee, and Junmo Kim
In Proc. of the Annual Summer Conference of Institute of Electrical Engineers in Korea (IEEK), pp.2557-2559, 2011.
2011년도 대한전자공학회 하계학술대회
Theses
Deep Learning on Classifying Small Lesions from Small Datasets for Computer-Aided Diagnosis
(Korean: 컴퓨터 보조 진단을 위한 소규모 자료 집합의 소형 병변 분류에서의 심층 신경망 학습)
Hansang Lee
Ph.D. Thesis, KAIST, 2019.
Anterior Cruciate Ligament Segmentation in Knee MR Images with Superpixel Graph Cuts
(Korean: 무릎 자기공명 영상에서 수퍼픽셀 그래프 컷을 이용한 전방십자인대 분할)
Hansang Lee
M.S. Thesis, KAIST, 2013.
[Thesis]
Patents
International Patents
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Domestic Patents
A Method and Apparatus for Segmentation of Cartilages by using Bone-Cartilage Complex Modeling in MR Images
(Korean: 자기공명 영상에서의 골-연골 복합체 모델링을 이용한 연골 분할 방법 및 장치)
Helen Hong and Hansang Lee
Application No.: 10-2019-0036764
Apparatus and Method for Classification of Angiomyolipoma without Visible Fat and Clear Cell Renal Cell Carcinoma in CT Images using Deep Learning and Shape Features
(Korean: 컴퓨터 단층 촬영 영상에서 딥러닝 특징과 형상 특징을 이용한 혈관근지방종과 투명세포 신세포암 분류 장치 및 방법)
Helen Hong and Han Sang Lee
Application No.: 10-2017-0155628
Method for Differentiation of Fat-Poor Angiomyolipoma from Clear Cell Renal Cell Carcinoma in Contrast-Enhanced MDCT Images using Quantitative Feature Classification
(Korean: 조영 증강된 다중검출 컴퓨터 단층 촬영 영상에서 정량적 특징 분류를 사용하여 지방이 적은 혈관근지방종과 투명세포 신세포암을 구별하기 위한 방법)
Helen Hong, Han Sang Lee, Dae Chul Jung, Seung Hyun Park
Patent No.: 10-1824691
Application No.: 10-2017-0002050
[Link (Korean)]
Cartilage Segmentation Apparatus and the Method from Knee MR Images
(Korean: 무릎 자기공명영상의 관절연골 분할 장치 및 그 분할 방법)
Jun-sung Park, Helen Hong, Han Sang Lee, Hyeun A Kim, Hyeonjin Kim
Patent No.: 10-1769808
Application No.: 10-2015-0162626
[Link (Korean)]
Anterior Cruciate Ligament Segmentation Method in Knee MRI and Apparatus
(Korean: 무릎 자기공명영상에서의 전방십자인대 분할 방법 및 장치)
Helen Hong and Han Sang Lee
Patent No.: 10-1666834
Application No.: 10-2015-0111603
[Link (Korean)]
Anterior Cruciate Ligament Segmentation Apparatus and the Method from Knee MR Images
(Korean: 무릎 자기공명영상의 전방십자인대 분할 장치 및 그 분할 방법)
Helen Hong and Hansang Lee
Patent No.: 10-1479845
Application No.: 10-2013-0062311
[Link (Korean)]
Hansang Lee 