chelhwon.github.io

Chelhwon Kim

I am a computer vision researcher and worked on various computer vision projects, including indoor 3D reconstruction, table-top telepresence system, image-based indoor localization, and cross-domain mapping. I received my Ph.D. in Electrical Engineering at the University of California, Santa Cruz in 2016 under the supervision of Professor Roberto Manduchi in the Computer Vision Lab.

Resume: CV

Project

Face-to-Music Translation - CVPR Sight and Sound Workshop, 2021 (arXiv preprint version ) [Video] [Presentation] Chelhwon Kim, Andrew Port, Mitesh Patel
A Web-Based Remote Assistance System with Gravity-Aware 3D Hand Gesture Visualization - ISS'19 Demo [Video][Video (Smart glasses)] Chelhwon Kim, Patrick Chiu, Yulius Tjahjadi
Toward Long Distance Hand-Document Telepresence - ISS'19 Poster (Best Poster Award) [Poster] Chelhwon Kim, Patrick Chiu, Joseph de la Pena, Laurent Denoue, Jun Shingu, Yulius Tjahjadi
InFo: Indoor localization using Fusion of Visual Information from Static and Dynamic Cameras - IPIN'19 Chelhwon Kim, Chidansh Bhatt, Mitesh Patel, Don Kimber, and Yulius Tjahjadi
Capturing Handwritten Ink Strokes with a Fast Video Camera - ICDAR'17 Chelhwon Kim, Patrick Chiu, and Hideto Oda
Indoor Manhattan Spatial Layout Recovery from Monocular Videos via Line Matching - CVIU (2017) Chelhwon Kim, and Roberto Manduchi
Planar Structures from Line Correspondences in a Manhattan World - ACCV'14 Chelhwon Kim, and Roberto Manduchi
High-Quality Capture of Documents on a Cluttered Tabletop with a 4K Video Camera - DocEng'15 Chelhwon Kim, Patrick Chiu, and Henry Tang
Visual Salinecy in noisy images - JoV (2013) Chelhwon Kim, and Peyman Milanfar

Previous Projects

Publications

Chelhwon Kim, Andrew Port, Mitesh Patel. Face-to-Music Translation. CVPR Sight and Sound Workshop, 2021.
Chelhwon Kim, Andrew Port, Mitesh Patel. Face-to-Music Translation Using a Distance-Preserving Generative Adversarial Network with an Auxiliary Discriminator. arXiv preprint, 2020. arXiv:2006.13469
Andrew Port, Chelhwon Kim, Mitesh Patel. Earballs: Neural Transmodal Translation. arXiv preprint, 2020. arXiv:2005.13291
Jingwei Song, Mitesh Patel, Andreas Girgensohn, Chelhwon Kim. Combining Deep Learning with Geometric Features for Image based Localization in the Gastrointestinal Tract. arXiv preprint, 2020. arXiv:2005.05481
Chelhwon Kim, Patrick Chiu, Yulius Tjahjadi. A Web-Based Remote Assistance System with Gravity-Aware 3D Hand Gesture Visualization. ACM International Conference on Interactive Surfaces and Spaces (ISS), 2019. Demo paper.
Chelhwon Kim, Patrick Chiu, Joseph de la Pena, Laurent Denoue, Jun Shingu, Yulius Tjahjadi. Toward Long Distance Hand-Document Telepresence. ACM International Conference on Interactive Surfaces and Spaces (ISS), 2019. Poster paper.
Chelhwon Kim, Chidansh Bhatt, Mitesh Patel, Don Kimber, Yulius Tjahjadi. InFo: Indoor localization using Fusion of Visual Information from Static and Dynamic Cameras. International Conference on Indoor Positioning and Indoor Navigation (IPIN), 2019.
Laurent Denoue, Scott Carter, Chelhwon Kim. CamaLeon: Smart Camera for Conferencing in the Wild. ACM International Conference on Multimedia (MM), 2019. Demo paper.
P. Chiu, C. Kim, and H. Oda. Recognizing Gestures on Projected Button Widgets with an RGB-D Camera Using a CNN. ACM International Conference on Interactive Surfaces and Spaces (ISS), 2018.
C. Kim, P. Chiu, and H. Oda. Capturing Handwritten Ink Strokes with a Fast Video Camera. International Conference on Document Analysis and Recognition (ICDAR), 2017.
S. Ma, Q. Liu, C. Kim, and P. Sheu. Lift: Using Projected Coded Light for Finger Tracking and Device Augmentation. Pervasive Computing and Communications (PerCom), 2017.
C. Kim and R. Manduchi. Indoor Manhattan Spatial Layout Recovery from Monocular Videos via Line Matching. Computer Vision and Image Understanding (CVIU), 2016.
T. Dunnigan, J. Doherty, D. Avrahami, J. Biehl, P. Chiu, C. Kim, Q. Liu, H. Tang, and L. Wilcox. Evolution of a Tabletop Telepresence System through Art and Technology. ACM Multimedia Conference, 2015.
C. Kim, P. Chiu, and H. Tang. High-Quality Capture of Documents on a Cluttered Tabletop with a 4K Video Camera. Proceedings of ACM DocEng, 2015.
C. Kim and R. Manduchi. Planar Structures from Line Correspondences in a Manhattan World. In 12th Asian Conference on Computer Vision (ACCV), 2014.
C. Kim, P. Chiu, and S. Chandra. Dewarping Book Page Spreads Captured with a Mobile Phone Camera. CBDAR, 2013.
C. Kim and P. Milanfar. Visual Saliency in Noisy Images. Journal of Vision 13(4):5, March 11, 2013.
C. Kim and P. Milanfar. Finding Saliency in Noisy Images. SPIE Conference on Computational Imaging (8269), January 2012.
J. Y. Park, C. Kim, J. K. Na, J. H. Yi, and M. Turk. Using structured light for efficient depth edge detection. Image and Vision Computing, Vol. 26, Issue 11, pp 1449~1550, 2008.
J. Y. Park, C. Kim, J. H. Yi, and M. Turk. Efficient depth edge detection using structured light. Lecture Notes in Computer Science, Vol. 2869, pp. 413-420, 2005.
C. Kim, J. Y. Park, J. H. Yi, and M. Turk. Structured light based depth edge detection for object shape recovery. IEEE CVPR Workshop on Projector-Camera Systems, 2005.
J. H. Yi, D. Y. Lee, C. Kim. A 2D plane of RGB color space for color histogram based skin color segmentation. 6th Asian Conference on Computer Vision, pp 926~930, 2003.