Welcome!

Digital Image Media Lab is a research lab based in Yonsei University, Seoul, South Korea. Since the lab was founded in 1996 under supervision of Prof. Kwanghoon Sohn, we have been conducting research on diverse topics in image processing and computer vision area.
Some of the selected topics we are interested and currently working on are:
Deep Learning for 3D Video Processing Deep Learning for Vision |
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News
- Congratulations! Sunok Kim (Ph.D.) will join the faculty of Korea Aerospace University, Jan. 2021
- Congratulations! Minsu Kim (Ph.D. Student)'s paper has been accepted in AAAI, Dec. 2020
- Congratulations! Hyungjoo Jung (Ph.D. Student)'s paper has been accepted in AAAI, Dec. 2020
- Congratulations! Sungil Choi (Ph.D. Student)'s paper has been accepted in Sensors, Aug. 2020
- Congratulations! Hyungjoo Jung (Ph.D. Student)'s paper has been accepted in IEEE Trans. on Image Processing, July 2020
- Congratulations! Jungin Park(Ph.D. Student)'s paper has been accepted in ECCV , July 2020
- Congratulations! Sangryul Jeon(Ph.D. Student)'s paper has been accepted in ECCV , July 2020
- Congratulations! Jaehoon Cho (Ph.D. Student)'s paper has been accepted in IEEE Trans. on Image Processing, May 2020
- Congratulations! Hanjae Kim (Ph.D. Student)'s paper has been accepted in ICIP, May 2020
- Congratulations! Jiyoung Lee (Ph.D. Student)'s paper has been accepted in IEEE Trans. on Image Processing, May 2020
- Congratulations! Sunok Kim (Research Professor)'s paper has been accepted in IEEE Trans. on Intelligent Transportation Systems, May 2020
- Congratulations! Sunghun Joung (Ph.D. Student)'s paper has been accepted in CVPR, Feb. 2020
- Magazine Science 21 has interviewed Professor Kwanghoon Sohn for his outstanding achievements in computer vision area. You may read the article here., Feb. 2020
- Congratulations! Hyunsuk Ko (Ph.D.) will join the faculty of Electronic Engineering, Hanyang University ERICA campus, Jan. 2020
- Congratulations! Seungryong Kim (Ph.D.) will join the faculty of Computer Science and Engineering, Korea University, Jan. 2020
- Congratulations! Taeyong Song (Ph.D. Student)'s paper has been accepted in International Journal of Computer Vision (IJCV), Jan. 2020
- Congratulations! Hunsang Lee (Ph.D. Student)'s paper has been accepted in IEEE Signal Processing Letters, Dec. 2019
- Congratulations! Hyungju Jung (Ph.D. Student)'s paper has been accepted in IEEE Trans. on Image Processing, Dec. 2019
- Congratulations! Hansung Kim (Ph.D.) will join the faculty of University of Southampton, Nov. 2019
- Congratulations! Seungryong Kim (Ph.D.)'s paper has been accepted in IEEE Trans. on Pattern Analysis and Machine Intelligence, Nov. 2019
- Congratulations! Wonil Song (Ph.D. Student)'s paper has been accepted in AAAI (Oral), Nov. 2019
- Congratulations! Jungin Park (Ph.D. Student) has won The 3rd place for the challenge on CoVieW'2019 ICCV Workshop, Oct. 2019
- Congratulations! One of our project has been awarded Outstanding 100 National Research Projects, Oct. 2019
- Congratulations! Jungin Park (Ph.D. Student)'s paper has been accepted in ICCV Workshop, Sep. 2019
- Congratulations! Jiyoung Lee (Ph.D. Student)'s paper has been accepted in International Conference on Computer Vision (ICCV), Jul. 2019
- Congratulations! Sangryul Jeon (Ph.D. Student)'s paper has been accepted in International Conference on Computer Vision (ICCV), Jul. 2019
- Congratulations! Changjae Oh(Ph.D.) will join the faculty of Queen Mary University of London, Jul. 2019
- Congratulations! Somi Jeong (Ph.D. Student)'s paper has been accepted in IEEE Trans. on Image Processing, May. 2019
- Congratulations! Sunghun Joung (Ph.D. Student)'s paper has been accepted in IEEE Trans. on Intelligent Transportation Systems, May. 2019
- Congratulations! Jungin Park (Ph.D. Student)'s paper has been accepted in ICIP (Oral), May. 2019
- Congratulations! Minsu Kim (Ph.D. Student)'s paper has been accepted in ICIP (Oral), May. 2019
- Congratulations! Seungryong Kim (Ph.D.)'s paper has been accepted in CVPR, Mar. 2019
- Congratulations! Sunok Kim (Ph.D.)'s paper has been accepted in CVPR (Oral), Mar. 2019
- Congratulations! Changjae Oh(Ph.D.)'s paper has been accepted in Expert Systems With Applications, Jan. 2019
- Congratulations! Yoonji Cho(Postdoctoral Researcher)'s paper has been accepted in Coloration Technology, Jan. 2019
- Congratulations! Kihong Park(Ph.D. Student)'s paper has been accepted in IEEE Trans. on Intelligent Transportation Systems, Dec. 2018
- Congratulations! Youngjung Kim(Ph.D.)'s paper has been accepted in IEEE Trans. on Image Processing, Dec. 2018
- We co-organized The 1st Workshop and Challenge on Comprehensive Video Understanding in the Wild (CoVieW'18) in ACM Multimedia Workshop 2018.
- We co-organized Workshop on Audio-Visual Scene Understanding for Immersive Multimedia in ACM Multimedia Workshop 2018.
- Congratulations! Sunok Kim(Ph.D. Student)'s paper has been accepted in IEEE Trans. on Image Processing, Oct. 2018
- Congratulations! Seungryong Kim(Postdoctoral Researcher)'s paper has been accepted in IEEE Trans. on Pattern Analysis and Machine Intelligence, Sep. 2018
- Congratulations! Taeyong Song(Ph.D. Student) was awarded the Best Science Paper Honourable Mention in BMVC 2018, Sep. 2018
- Congratulations! Seungryong Kim(Postdoctoral Researcher)'s paper has been accepted in NIPS (Spotlight), Dec. 2018
- Congratulations! Jungin Park(Ph.D. Student)'s paper has been accepted in ACMMM Workshop, Oct. 2018
- Congratulations! Jiyoung Lee(Ph.D. Student)'s paper has been accepted in ACMMM Workshop, Oct. 2018
- Congratulations! Yoonji Cho(Postdoctoral Researcher)'s paper has been accepted in CIC26, Nov. 2018
- Congratulations! Sangryul Jeon(Ph.D. Student)'s paper has been accepted in ECCV , Sep. 2018
- Congratulations! Taeyong Song(Ph.D. Student)'s paper has been accepted in BMVC (Oral) , Sep. 2018
- Congratulations! Sungil Choi(Ph.D. Student)'s paper has been accepted in CVPR Workshop, June. 2018
- Congratulations! Youngjung Kim(Ph.D. Student)'s paper has been accepted for publication in IEEE Trans. on Image Processing, May. 2018
- Congratulations! Seungryong Kim(Postdoctoral Researcher), being named the 33th Chun-Gang Outstanding Research Award 2018, June. 2018
- Congratulations! Changjae Oh(Ph.D.) will join the postdoctoral researcher of Queen Mary University of London, April. 2018
- Congratulations! Jaehoon Cho(Ph.D. Student)'s paper has been accepted in ICME (Oral), July. 2018
- Congratulations! Kihong Park(Ph.D. Student)'s paper has been accepted in Pattern Recognition, March. 2018
- Congratulations! Jiyoung Lee(Ph.D. Student)'s paper has been accepted in ICASSP, April. 2018
- Congratulations! Kihong Park(Ph.D. Student)'s paper has been accepted in ICRA, May. 2018
- Congratulations! Seungryong Kim(Ph.D. Student)'s paper has been accepted in IEEE Trans. on Pattern Analysis and Machine Intelligence, Jan. 2018
- Congratulations! Kyuwon Kim(Ph.D.) being named a 2018 winner of the IEEE Consumer Electronics Society Chester Sall Award for the First place best paper in IEEE Trans. on Consumer Electronics 2016, Oct. 2017
- Congratulations! Sunok Kim(Ph.D. Student)'s paper has been accepted for publication in IEEE Trans. on Image Processing, Aug. 2017
- Congratulations! Seungryong Kim(Ph.D. Student)'s paper has been accepted in ICCV (Oral), Oct. 2017
- Congratulations! 8 members' papers have been accepted in ICIP, Sep. 2017
- Congratulations! Youngjung Kim(Ph.D. Student)'s paper has been accepted for publication in IEEE Trans. on Image Processing, May. 2017
- An article about collaboration between MSRA and DIML is published on the Microsoft Webpage, May. 2017
- Congratulations! Youngjung Kim(Ph.D. Student)'s paper has been accepted in CVPR (spotlight), Mar. 2017
- Congratulations! Seungryong Kim(Ph.D. Student)'s paper has been accepted in CVPR, Mar. 2017
- Congratulations! Jongin Son(Ph.D.) and Hangil Choi(M.S.) have been graduated from Yonsei Univ. Feb. 2017
- Congratulations! Seungryong Kim(Ph.D. Student)'s paper has been accepted for publication in IEEE Trans. on Image Processing, Nov. 2016
- Congratulations! Seungryong Kim(Ph.D. Student)'s paper has been accepted for publication in IEEE Trans. on Pattern Analysis and Machine Intelligence, Sep. 2016
- Congratulations! Seungryong Kim(Ph.D. Student), Kihong Park(Ph.D. Student) and Hangil Choi(M.S. Student) won the Hyundai Hackathon Callenge 2016, Aug. 2016
- Congratulations! Seungchul Ryu(Ph.D. Student)'s paper has been accepted for publication in Pattern Recognition, Sep. 2016
- Congratulations! Youngjung Kim(Ph.D. Student)'s paper has been accepted for publication in IEEE Trans. on Image Processing, Aug. 2016
- Congratulations! Bumsub Ham(Ph.D.) will join the faculty of Yonsei University, Aug. 2016
- Congratulations! Seungryong Kim(Ph.D. Student)'s papers have been accepted in ECCV (spotlight), Jul. 2016
DIML Recent News
×Recent activities
- AAAI 2021, Online: M. Kim, S. Joung, S. Kim, J. Park, I. Kim and K. Sohn , "Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation"
- AAAI 2021, Online: H. Jung, H. Jang, N. Ha and K. Sohn , "Deep Low-Contrast Image Enhancement using Structure Tensor Representation"
- ECCV 2020, Online: J. Park, J. Lee, "SumGraph: Video Summarization via Recursive Graph Modeling"
- ECCV 2020, Online: S. Jeon, "Guided Semantic Flow"
- CVPR 2020, Online: S. Joung, "Cylindrical Convolutional Networks for Joint Object Detection and Viewpoint Estimation"
- AAAI 2020, New York, US: W. Song, "Stereoscopic Image Super-Resolution with Stereo Consistent Feature"
- ICCV 2019, Seoul, Korea: J. Lee, "Context-Aware Emotion Recognition Networks"
- ICCV 2019, Seoul, Korea: S. Jeon, "Joint Learning of Semantic Alignment and Object Landmark Detection"
- ICIP 2019, Taipei, Taiwan: M. Kim, "Unpaired Cross-Spectral Pedestrian Detection Via Adversarial Feature Learning"
- ICIP 2019, Taipei, Taiwan: J. Park, "Graph Regularization Network with Semantic Affinity for Weakly-supervised Temporal Action Localization"
- CVPR 2019, Long Beach, CA: S. Kim, "LAF-Net: Locally Adaptive Fusion Networks for Stereo Confidence Estimation"
- CVPR 2019, Long Beach, CA: S. Kim, "Semantic Attribute Matching Networks"
- NIPS 2018, Montreal, Canada: S. Kim, "Recurrent Transformer Networks for Semantic Correspondence"
- CIC26 2018, Vancouver, Canada: Y. Cho, "Reversible Colour Appearance Scales for Describing Saturation, Vividness, Blackness, and Whiteness for Image Enhancement"
- ACMMM Workshop 2018, Seoul, Korea: J. Lee, "Audio-Visual Attention Networks for Emotion Recognition"
- ACMMM Workshop 2018, Seoul, Korea: J. Park, "Learning to Detect, Associate, and Recognize Human Actions and Surrounding Scenes in Untrimmed Videos"
- ECCV 2018, Munich, Germany: S. Jeon, "PARN : Pyramidal Affine Regression Networks for Dense Semnatic Correspondence Estimation"
- BMVC 2018, Newcastle upon Tyne, UK: T. Song, "Deep Network for Simultaneous Stereo Matching and Dehazing"
- ICME 2018, Sandiego, US: J. Cho, "Multi-task Self-supervised Visual Representation Learning for Monocular Road Segmentation"
- CVPR Workshop 2018, Salt Lake City, US: S. Choi, "Learning Descriptor, Confidence, and Depth Estimation in Multi-view Stereo"
- ICRA 2018, Brisbane, Australia: K. Park, "High-precision Depth Estimation with the 3D LiDAR and Stereo Fusion"
- ICASSP 2018, Calgary, Canada: J. Lee, "Spatiotemporal Attention Based Deep Neural Networks for Emotion Recognition"
- ICCV 2017, Venice, Italy: S. Kim, "DCTM: Discrete-Continuous Transform Matching for Semantic Flow"
- ICIP 2017, Beijing, China: K. Park, "Pedestrian Proposal Generation using Depth-aware Scale Estimation"
- ICIP 2017, Beijing, China: S. Kim, "Deep Stereo Confidence Prediction for Depth Estimation"
- ICIP 2017, Beijing, China: H. Jung, "Depth Prediction from a Single Image with Conditional Adversarial Networks"
- ICIP 2017, Beijing, China: S. Choi, "Multi-spectral Human Co-segmentation via Joint Convolutional Neural Networks"
- ICIP 2017, Beijing, China: J. Lee, "Automatic 2D-to-3D Conversion using Multi-scale Deep Neural Network"
- ICIP 2017, Beijing, China: S. Joung, "Unsupervised Stereo Matching using Correspondence Consistency"
- ICIP 2017, Beijing, China: S. Jeon, "Convolutional Feature Pyramid Fusion via Attention Network"
- ICIP 2017, Beijing, China: S. Jeong, "Convolutional Cost Aggregation for Robust Stereo Matching"
- CVPR 2017, Hawaii, US: Y. Kim, "Deeply Aggregated Alternating Minimization for Image Resotration"
- CVPR 2017, Hawaii, US: K. Kim, "FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence"
- ICCE 2017, Las Vegas, US: K. Kim, "Lazy Dragging: Effortless Bounding-box Drawing for Touch-screen Devices"
- APSIPA 2016, Jeju, KOR: K. Park, "Homography Flow for Dense Correspondences"
- ICPR 2016, Cancun, MEX: H. Choi, "Multi-spectral Pedestrian Detection Based on Accumulated Object Proposal with Fully Convolution Network"
- ACCV 2016, Taipei, TPE: C. Oh, "Point-cut: Interactive Image Segmentation using One-point Supervision"
- ECCV 2016, Amsterdam, NLD: S. Kim, "Deep Self-Convolutional Activations Descriptor for Dense Cross-Modal Correspondence"
- ECCV 2016, Amsterdam, NLD: S. Kim, "Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields"
- ICIP 2016, Arizona, US: S. Kim, "ANCC FLOW: Adaptive Normalized Cross-Correlation with Evolving Guidance Aggregation for Dense Correspondence Estimation"
- EI 2016, San Francisco, US: S. Choi, "Multi-level segment based dense correspondence: an affine transformation approach"
- EI 2016, San Francisco, US: H. Jung, "Depth Extraction from a Single Image Based on Block-Matching and Robust Regression"
- ICCE 2016, Las Vegas, US: K. Kim, "Non-Parametric Human Segmentation Using Support Vector Machine"