Kwang In Kim

Dr

  • 1 WEST 4.17

Accepting PhD Students

19992020

Personal profile

Research interests

I am interested in computer vision, computer graphics, machine learning, and human-computer interaction. My current research interests focus on mining, processing, and displaying image and video data. I have also worked on modeling and enhancement of images and video, especially in the context of denoising, artifact removal, super-resolution, and deblurring and on algorithmic aspects of machine learning including semi-supervised learning, sparse Bayesian inference, and link-prediction in graphs.

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Projects 2015 2020

Research Output 1999 2017

Criteria Sliders: Learning Continuous Database Criteria via Interactive Ranking

Tompkin, J., Kim, K. I., Pfister, H. & Theobalt, C. 2017 Proc. British Machine Vision Conference, 2017.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unsupervised learning
Metadata
Labels
Geometry
Experiments

Predictor Combination at Test Time

Kim, K. I., Tompkin, J. & Richardt, C. 22 Oct 2017 Proceedings of the International Conference on Computer Vision (ICCV), 2017. IEEE, p. 3553-3561 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning algorithms

Real-Time online action detection forests using spatio-Temporal contexts

Baek, S., Kim, K. I. & Kim, T. K. 11 May 2017 Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision (WACV), 2017. IEEE, p. 158-167 10 p. 7926608

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers
Statistics
Neural networks
Testing
Experiments

Improving style similarity metrics of 3D shapes

Dev, K., Kim, K. I., Villar, N. & Lau, M. 2016 Proc. Graphics Interface . 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations

Monitoring dementia with automatic eye movements analysis

Zhang, Y., Wilcockson, T., Kim, K. I., Crawford, T., Gellersen, H. & Sawyer, P. 2016 Proc. KES International Conference on Intelligent Decision Technologies . p. 299-309 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Eye Movements
Dementia