Research output per year
Research output per year
Personal profile
Education
- 2019 Ph.D., KAIST
- 2016 M.S., KAIST
- 2008 B.S., Sogang Universtiy
- 2016 M.S., KAIST
- 2008 B.S., Sogang Universtiy
Professional Experience
- 2018.02-2018.08 Research Intern, Microsoft Research Asia
- 2019.06-2019.08 Visiting Scholar, Carnegie Mellon University
- 2019-present Professor, Department of Electrical Engineering and Computer Science, DGIST
- 2019.06-2019.08 Visiting Scholar, Carnegie Mellon University
- 2019-present Professor, Department of Electrical Engineering and Computer Science, DGIST
Research Interests
- Computer Vision
- Machine Learning
- Robot Vision
- Machine Learning
- Robot Vision
Major Research Achievements
- Best Academic Award, DGIST 2021
- Best Poster Award, Samsung AI Forum, Samsung Research 2018
- Microsoft Research Asia (MSRA) Fellowship Winner 2018
- Silver prize, HumanTech Paper Award, Samsung Electronics Co., Ltd. 2016
- Qualcomm Innovation Award 2016, Qualcomm Korea Corp 2016
- Best Poster Award, Samsung AI Forum, Samsung Research 2018
- Microsoft Research Asia (MSRA) Fellowship Winner 2018
- Silver prize, HumanTech Paper Award, Samsung Electronics Co., Ltd. 2016
- Qualcomm Innovation Award 2016, Qualcomm Korea Corp 2016
URL
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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BurstM: Deep Burst Multi-scale SR Using Fourier Space with Optical Flow
Kang, E. G., Lee, B., Im, S. & Jin, K. H., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 459-477 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15100 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Content-Adaptive Style Transfer: A Training-Free Approach with VQ Autoencoders
Gim, J., Park, J., Lee, K. & Im, S., 2025, Computer Vision – ACCV 2024 - 17th Asian Conference on Computer Vision, Proceedings. Cho, M., Laptev, I., Tran, D., Yao, A. & Zha, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 187-204 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15476 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Rethinking LiDAR Domain Generalization: Single Source as Multiple Density Domains
Kim, J., Woo, J., Kim, J. & Im, S., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 310-327 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15078 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Study on the Generality of Neural Network Structures for Monocular Depth Estimation
Bae, J., Hwang, K. & Im, S., 1 Apr 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 4, p. 2224-2238 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Implicit Neural Image Stitching with Enhanced and Blended Feature Reconstruction
Kim, M., Lee, J., Lee, B., Im, S. & Jin, K. H., 3 Jan 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 4075-4084 10 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review