EWHA WOMANS UNIVERSITY | Undergraduate/Graduate | Undergraduate | Division of AI Convergence

Dongbo Min Associate Professor

Department of Computer Science and Engineering/Department of Artificial Intelligence

Dongbo Min is an associate professor with the Department of Computer Science and Engineering, Ewha Womans University, Seoul, South Korea. He received the B.S., M.S., and Ph.D. degrees from the School of Electrical and Electronic Engineering, Yonsei University, Seoul, South Korea, in 2003, 2005, and 2009, respectively. He was a post-doctoral researcher with the Mitsubishi Electric Research Laboratories, Cambridge, MA, USA, from 2009 to 2010. From 2010 to 2015, he was with the Advanced Digital Sciences Center, Singapore. From 2015 to 2018, he was an Assistant Professor with the Department of Computer Science and Engineering, Chungnam National University, Daejeon, South Korea. His current research interests include computer vision, 2D/3D video processing, computational photography, augmented reality, and continuous/discrete optimization. He is a senior member of IEEE.

Asan Engineering Building #336
02-3277-6892
Research Interests

Research Record

Contour-Aware Equipotential Learning for Semantic Segmentation IEEE TRANSACTIONS ON MULTIMEDIA, 2023, v.25, 6146-6156
SCIE Scopus dColl.
Cross-Scale KNN Image Transformer for Image Restoration IEEE Access, 2023, v.11, 13013-13027
SCIE Scopus dColl.
Learning disentangled skills for hierarchical reinforcement learning through trajectory autoencoder with weak labels Expert Systems with Applications, 2023, v.230, 120625
SCIE Scopus dColl.
Stereo Confidence Estimation via Locally Adaptive Fusion and Knowledge Distillation IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, v.45 no.5, 6372-6385
SCIE Scopus dColl.
On the Confidence of Stereo Matching in a Deep-Learning Era: A Quantitative Evaluation IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, v.44 no.9, 5293-5313
SCIE Scopus dColl.
Pyramidal Semantic Correspondence Networks IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, v.44 no.12, 9102-9118
SCIE Scopus dColl.
Adversarial Confidence Estimation Networks for Robust Stereo Matching IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, v.22 no.11, 6875-6889
SCIE Scopus dColl.
Comprehensive Survey of Recent Drug Discovery Using Deep Learning INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, v.22 no.18, 9983
SCIE Scopus dColl.
Deep monocular depth estimation leveraging a large-scale outdoor stereo dataset Expert Systems with Applications, 2021, v.178, 114877
SCIE Scopus dColl.
Dense Cross-Modal Correspondence Estimation with the Deep Self-Correlation Descriptor IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, v.43 no.7, 2345-2359
SCIE Scopus dColl.
Discrete-Continuous Transformation Matching for Dense Semantic Correspondence IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, v.42 no.1, 59-73
SCIE Scopus dColl.
Learning Deeply Aggregated Alternating Minimization for General Inverse Problems IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, v.29, 8012-8027
SCIE Scopus dColl.
Single Image Deraining Using Time-Lapse Data IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, v.29, 7274-7289
SCIE Scopus dColl.
Unsupervised Low-Light Image Enhancement Using Bright Channel Prior IEEE SIGNAL PROCESSING LETTERS, 2020, v.27, 251-255
SCIE Scopus dColl.
FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, v.41 no.3, 581-595
SCIE Scopus dColl.
Unified confidence estimation networks for robust stereo matching IEEE Transactions on Image Processing, 2019, v.28 no.3, 1299-1313
SCIE Scopus dColl.
Deep Monocular Depth Estimation via Integration of Global and Local Predictions IEEE Transactions on Image Processing, 2018, v.27 no.8, 4131-4144
SCIE Scopus dColl.
Fast 2D Complex Gabor Filter With Kernel Decomposition IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, v.27 no.4, 1713-1722
SCIE Scopus dColl.
PARN: Pyramidal affine regression networks for dense semantic correspondence Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, v.11210 LNCS, 355-371
Scopus dColl.
Cross-Scale Cost Aggregation for Stereo Matching IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, v.27 no.5, 965-976
SCIE Scopus dColl.
DASC: Robust Dense Descriptor for Multi-Modal and Multi-Spectral Correspondence Estimation IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, v.39 no.9, 1712-1729
SCIE Scopus dColl.
Fast Domain Decomposition for Global Image Smoothing IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, v.26 no.8, 4079-4091
SCIE Scopus dColl.
Feature Augmentation for Learning Confidence Measure in Stereo Matching IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, v.26 no.12, 6019-6033
SCIE Scopus dColl.
PatchMatch Filter: Edge-Aware Filtering Meets Randomized Search for Visual Correspondence IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, v.39 no.9, 1866-1879
SCIE Scopus dColl.
EMCCD color correction based on spectral sensitivity analysis MULTIMEDIA TOOLS AND APPLICATIONS, 2016, v.75 no.13, 7589-7604
SCIE Scopus dColl.
[학술지논문] On the Confidence of Stereo Matching in a Deep-Learning Era: A Quantitative Evaluation IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, v.44 no.9 , 5293-5313
SCI
[학술지논문] Fast 2D Complex Gabor Filter With Kernel Decomposition IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, v.27 no.4 , 1713-1722
SCI
[학술지논문] Cross-Scale Cost Aggregation for Stereo Matching IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, v.27 no.5 , 965-976
SCI
[학술지논문] DASC: Robust Dense Descriptor for Multi-Modal and Multi-Spectral Correspondence Estimation IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, v.39 no.9 , 1712-1729
SCI
[학술지논문] Fast Domain Decomposition for Global Image Smoothing IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, v.26 no.8 , 4079-4091
SCI
[학술지논문] Feature Augmentation for Learning Confidence Measure in Stereo Matching IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, v.26 no.12 , 6019-6033
SCI
[학술지논문] PatchMatch Filter: Edge-Aware Filtering Meets Randomized Search for Visual Correspondence IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, v.39 no.9 , 1866-1879
SCI
[학술지논문] EMCCD color correction based on spectral sensitivity analysis MULTIMEDIA TOOLS AND APPLICATIONS, 2016, v.75 no.13 , 7589-7604
SCIE
[학술지논문] Depth Analogy: Data-Driven Approach for Single Image Depth Estimation Using Gradient Samples IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, v.24 no.12 , 5953-5953
SCI
[학술지논문] Depth Superresolution by Transduction IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, v.24 no.5 , 1524-1535
SCI
[학술지논문] Unsupervised Texture Flow Estimation Using Appearance-space Clustering and Correspondence IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, v.24 no.11 , 3652-3665
SCI
[학술지논문] Fast Global Image Smoothing Based on Weighted Least Squares IEEE TRANSACTIONS ON IMAGE PROCESSING, 2014, v.23 no.12 , 5638-5653
SCI
[학술지논문] Probability-Based Rendering for View Synthesis IEEE TRANSACTIONS ON IMAGE PROCESSING, 2014, v.23 no.2 , 870-884
SCI
[학술지논문] Reliability-Based Multiview Depth Enhancement Considering Interview Coherence IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2014, v.24 no.4 , 603-616
SCI
[학술지논문] A Generalized Random Walk With Restart and Its Application in Depth Up-Sampling and Interactive Segmentation IEEE TRANSACTIONS ON IMAGE PROCESSING, 2013, v.22 no.7 , 2574-2588
SCI
[학술지논문] Efficient Techniques for Depth Video Compression Using Weighted Mode Filtering IEEE Trans. on Circuits and Systems for Video Technology, 2013, v.23 no.2 , 189-202
SCI
[학술지논문] Joint Histogram Based Cost Aggregation for Stereo Matching IEEE Trans. on Pattern Analysis and Machine Intelligence, 2013, v.35 no.10 , 2539-2545
SCI
[학술지논문] Revisiting the Relationship Between Adaptive Smoothing and Anisotropic Diffusion with Modified Filters IEEE Trans. on Image Processing, 2013, v.22 no.3 , 1096-1107
SCI
[학술지논문] Stereo/Multiview Picture Quality: Overview and Recent Advances SIGNAL PROCESSING-IMAGE COMMUNICATION, 2013, v.28 no.10 , 1358-1373
SCI
[학술지논문] Depth Video Enhancement Based on Weighted Mode Filtering IEEE TRANSACTIONS ON IMAGE PROCESSING, 2012, v.21 no.3 , 1176-1190
SCI
[학술지논문] Robust Scale-Space Filter Using Second-Order Partial Differential Equations IEEE TRANSACTIONS ON IMAGE PROCESSING, 2012, v.21 no.9 , 3937-3951
SCI
[학술지논문] 2D-Plus-Depth Based Resolution and Frame-rate Up-conversion Technique for Depth Video IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2010, v.56 no.4 , 2489-2497
SCI
[학술지논문] An asymmetric post-processing for correspondence problem SIGNAL PROCESSING-IMAGE COMMUNICATION, 2010, v.25 no.2 , 130-142
SCI
[학술지논문] 2D/3D freeview video generation for 3DTV system SIGNAL PROCESSING-IMAGE COMMUNICATION, 2009, v.24 no.1 , 31-48
SCI
[학술지논문] A 3D Modeling and Free-View Generation System Using Environmental Stereo Cameras Int. Journal of Imaging Systems and Technology, 2008, v.17 no.6 , 367-378
SCI
[학술지논문] A stereoscopic video generation method using stereoscopic display characterization and motion analysis IEEE TRANSACTIONS ON BROADCASTING, 2008, v.54 no.2 , 188-197
SCI
[학술지논문] Cost aggregation and occlusion handling with WLS in stereo matching IEEE TRANSACTIONS ON IMAGE PROCESSING, 2008, v.17 no.8 , 1431-1442
SCI
[학술지논문] Edge-preserving joint motion-disparity estimation in stereo image sequences SIGNAL PROCESSING-IMAGE COMMUNICATION, 2006, v.21 no.3 , 252-271
SCI
[학술지논문] Real-time disparity estimation using foreground segmentation for stereo sequences OPTICAL ENGINEERING, 2006, v.45 no.3 , 90-96
SCI

2024-1st
- Computational Thinking for Computer Programming
  - Subject No 11361Class No 01
  - Year ( 3Credit , 3Hour)
- Today and Tomorrow of Medical Science
  - Subject No 37497Class No 01
  - 2Year ( 2Credit , 2Hour) Fri 6~7
- S/W Self-Designed Study Ⅰ
  - Subject No 38082Class No 01
  - 4Year ( 3Credit
- S/W Self-Designed Study Ⅱ
  - Subject No 38083Class No 01
  - 4Year ( 3Credit
2023-2nd
- Computational Thinking for Computer Programming 강의 계획서 상세보기
  - Subject No 11361Class No 01
  - Year ( 3Credit , 3Hour)
- Data Structures
  - Subject No 20481Class No 06
  - 2Year ( 3Credit , 3Hour) Mon 3~3 (POSCO465) , Wed 2~2 (POSCO465)
  - Major Requisite
- Data Structures
  - Subject No 39144Class No 01
  - 2Year ( 3Credit , 3Hour) Mon 3~3 (POSCO465) , Wed 2~2 (POSCO465)
  - Major Requisite
- Comprehension of MedicineⅡ
  - Subject No G18024Class No 01
  - Year ( 3Credit , 3Hour) Thu 7~8
- Introduction to Computer Vision
  - Subject No G18429Class No 01
  - Year ( 3Credit , 3Hour) Wed 6~7 (ENG )
  - Classroom Changed
- Comprehension of MedicineⅡ
  - Subject No G18436Class No 01
  - Year ( 3Credit , 3Hour) Thu 7~8
2023-1st
- Information Technology and Future Society 강의 계획서 상세보기
  - Subject No 11160Class No 01
  - Year ( 3Credit , 3Hour)
- Computational Thinking for Computer Programming 강의 계획서 상세보기
  - Subject No 11361Class No 01
  - Year ( 3Credit , 3Hour)
- Open Software Project
  - Subject No 37269Class No 01
  - 3Year ( 3Credit , 3Hour) Tue 6~6 (ENG A125-2) , Thu 4~4 (ENG A125-2)
- Today and Tomorrow of Medical Science 강의 계획서 상세보기
  - Subject No 37497Class No 01
  - 2Year ( 2Credit , 2Hour) Tue 6~7
- AI Applied mathematics 강의 계획서 상세보기
  - Subject No 39140Class No 01
  - 2Year ( 3Credit , 3Hour) Tue 4~4 (ECC) , Fri 5~5 (155)
- Special Topics in Computer Vision
  - Subject No G17617Class No 01
  - Year ( 3Credit , 3Hour) Thu 6~7 (ENG )
2022-2nd
- Information Technology and Future Society
  - Subject No 11160Class No 01
  - Year ( 3Credit , 3Hour)
- Computational Thinking for Computer Programming
  - Subject No 11361Class No 01
  - Year ( 3Credit , 3Hour)
- Data Structures
  - Subject No 20481Class No 03
  - 2Year ( 3Credit , 3Hour) Tue 6~6 (ENG A107) , Thu 4~4 (ENG A107)
  - Major Requisite
- Computer Visions
  - Subject No G14338Class No 01
  - Year ( 3Credit , 3Hour) Wed 4~5 (ENG )
- Comprehension of MedicineⅡ
  - Subject No G18024Class No 01
  - Year ( 3Credit , 3Hour) Thu 7~8
- Comprehension of MedicineⅡ
  - Subject No G18436Class No 01
  - Year ( 3Credit , 3Hour) Thu 7~8
2022-1st
- Information Technology and Future Society
  - Subject No 11160Class No 01
  - Year ( 3Credit , 3Hour)
- Computational Thinking for Computer Programming
  - Subject No 11361Class No 01
  - Year ( 3Credit , 3Hour)
- Open Software Project
  - Subject No 37269Class No 01
  - 3Year ( 3Credit , 3Hour) Tue 5~5 (ENG ) , Thu 6~6 (163)
- Today and Tomorrow of Medical Science
  - Subject No 37497Class No 01
  - 2Year ( 2Credit , 2Hour) Tue 6~7
- Special Topics in Computer Vision
  - Subject No G17617Class No 01
  - Year ( 3Credit , 3Hour) Thu 2~3 (-)
2021-2nd
- Information Technology and Future Society
  - Subject No 11160Class No 01
  - Year ( 3Credit , 3Hour)
- Computational Thinking for Computer Programming
  - Subject No 11361Class No 01
  - Year ( 3Credit , 3Hour)
- Data Structures
  - Subject No 20481Class No 03
  - 2Year ( 3Credit , 3Hour) Tue 6~6 , Thu 4~4
  - Major Requisite
- Computer Visions
  - Subject No G14338Class No 01
  - Year ( 3Credit , 3Hour) Thu 2~3 (ENG )
- Comprehension of MedicineⅡ
  - Subject No G18024Class No 01
  - Year ( 3Credit , 3Hour) Thu 7~8
2021-1st
- Information Technology and Future Society
  - Subject No 11160Class No 01
  - Year ( 3Credit , 3Hour)
- Computational Thinking for Computer Programming
  - Subject No 11361Class No 01
  - Year ( 3Credit , 3Hour)
- Open Software Project
  - Subject No 37269Class No 01
  - 3Year ( 3Credit , 3Hour) Tue 6~6 , Thu 4~4
- Today and Tomorrow of Medical Science
  - Subject No 37497Class No 01
  - 2Year ( 2Credit , 2Hour) Tue 6~7 (D)
- Special Topics in Computer Vision
  - Subject No G17617Class No 01
  - Year ( 3Credit , 3Hour) Wed 2~3 (ENG )

Academic Background

YONSEI UNIVERSITY 공학박사(전기전자공학과)

YONSEI UNIVERSITY 공학석사(전기전자공학과)

YONSEI UNIVERSITY 공학사(전기전자공학전공)

List

Division of AI Convergence

Dongbo Min Associate Professor

Research Record

Courses

Academic Background