Byungsoo Kim (김병수)

 Email: bsookim (a) umich <dot> edu
Latest News
 - New! I joined DAQRI as a computer vision scientist from April 2014.
           We are building an Augmented Reality system (not just an app) and 
           computer vision plays an important role for it. We are hiring!
 - Intern at MSR (Applied Science Group), Jan~Apr, 2014
 - Defended PhD thesis in Nov, 2013.
 - One paper has been accepted from TPAMI (2014).
                                                                                            - One paper has been accepted from ICCV'13.

Research
I have broad interests in computer vision and machine learning. My main research topics are scene understanding (detection, semantic labeling) and solving inference problems on MRF/CRF with higher-order-potential terms. Related applications involve i) unified detection and semantic labeling, or ii) scene understanding with RGB and depth data, by modeling relationships among contexts (such as interactions between people and objects) based on machine learning techniques.

CV [link] (Updated 3/13/2014)

Publications

Publications in Computer Vision

B. Kim*, M. Sun*, P. Kohli, and S. Savarese, “Relating Things and Stuff via Object Property Interactions”, TPAMI 2013 [link[project page]

B. Kim, J. Y. Park, A. C. Gilbert, and S. Savarese, "Hierarchical Classification of Images by Sparse Approximation", IMAVIS 2013 [link]

B. Kim, P. Kohli, and S. Savarese, “3D Scene Understanding by Voxel-CRF”, will appear in ICCV 2013 [pdf]

B. Kim, S. Xu, and S. Savarese, "Accurate Localization of 3D Objects from RGB-D Data using Segmentation Hypotheses", CVPR 2013 [pdf] [project page]

B. Kim*, M. Sun*, P. Kohli, and S. Savarese, “Relating Things and Stuff by High-Order Potential Modeling”, ECCV 2012 Workshop on Higher-Order Models and Global Constraints in Computer Vision (HiPot). Oral Presentation (* indicates equal contribution) [pdf] [project page]

J. Kim, B. Kim, and S. Savarese, “Classification of Satellite Images Based on Scale-Invariant Feature Transform”, International Conference on Image Processing, Computer Vision & Pattern Recognition 2012 [pdf]

B. Kim, J. Y. Park, A. C. Gilbert, and S. Savarese, "Hierarchical Classification of Images by Sparse Approximation", British Machine Vision Conference 2011 [pdf]


Publications in Communication

H. Y. Hwang, S. J. Kim, B. S. Kim, D. K. Sung, S. Park, and Y. Chung, "Modeling and Analysis of Wireless LANs with a Backoff Freezing Mechanism”, Information-An International Interdisciplinary Journal, 2012

H. Y. Hwang, S. J. Kim, B. S. Kim, D. K. Sung, S. Park, and Y. Chung, "Performance Analysis of Wireless LANs with a Backoff Freezing Mechanism”, Advanced Communication and Networking Third International Conference, 2011 [pdf]

B. S. Kim, H. Y. Hwang, and D. K. Sung, "Effect of Frame Aggregation on the Throughput Performance of IEEE 802.11n", IEEE Wireless Communications and Networking Conference 2008 [link]

Thanks you for visiting my homepage. Last update: 2014/3/13
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