Advisor : Prof. Bohyung Han and Prof. Minsu Cho
Research interests
- Deep learning, Video object segmentation, Multi-object tracking, Visual tracking
Education
- Ph.D., Computer Vision Lab, POSTECH, Pohang, Korea (Mar 2011 - Aug 2018)
- M.S., Medical Image Visual Computing Lab, Ewha W. University, Seoul, Korea (Mar 2008 - Feb 2010)
- B.S., Department of Computer Science and Engineering, Ewha W. University, Seoul, Korea (Mar 2004 - Feb 2008)
Work Experience
- Researcher, Electronics and Telecommunications Research Institute (ETRI), Daejeon, Korea (April 2019 - Current)
- Postdoctoral Reasercher, Computer Vision Lab, Seoul National University, Seoul, Korea (Sept 2018 - Mar 2019)
Publications
- Jeany Son, Daniel Kim, Solae Lee, Suha Kwak, Minsu Cho, Bohyung Han: Forget & Diversify: Regularized Refinement for Weakly Supervised Object Detection. ACCV 2018 (oral) [paper]
- Ilchae Jung, Jeany Son, Mooyeol Baek, Bohyung Han: Real-Time MDNet. ECCV 2018 [paper] [code] [project page]
- Jeany Son, Mooyeol Baek, Minsu Cho, Bohyung Han: Multi-Object Tracking with Quadruplet Convolutional Neural Networks. CVPR 2017 [paper] [results]
- Donghun Yeo, Jeany Son, Bohyung Han, Joonhee Han: Superpixel-based Tracking-by-Segmentation using Markov Chains. CVPR 2017 [paper]
- Jeany Son, Ilchae Jung, Kayoung Park, Bohyung Han: Tracking-by-Segmentation with Online Gradient Boosting Decision Tree. ICCV 2015 [paper] [project page]
- Jan Feyereisl, Suha Kwak, Jeany Son, Bohyung Han: Object Localization based on Structural SVM using Privileged Information. NIPS 2014 [paper]
- Jeany Son, Ilchae Jung, Bohyung Han: Real-Time Human Tracking with Detection Feedback. Journal of KIISE: Software and Applications, Vol. 40(12), 859-868, 2013
- Chang-Kyu Song, Jeany Son, Suha Kwak, Bohyung Han: Dynamic Resource Allocation by Ranking SVM for Particle Filter Tracking. BMVC 2011 [paper]
- Soo-Min Song, Jeany Son, Myoung-Hee Kim: Stitching of Microscopic Images for Quantifying Neuronal Growth and Spine Plasticity. ISVC 2010
- Jeany Son, Soo-Min Song, Su-Ho Lee, Sung-Hoe Chang, Myoung-Hee Kim: Morphological Change Tracking of Dendritic Spines based on Structural Features. Journal of Microscopy, Vol.241, No.3, 2010 (SCI IF:2.136)
- Jeany Son, Soo-min Song, Myoung-Hee Kim: Dendritic Spine Detection using Tree-like Structure of Neurons, The 12th Korea-German Joint Workshop on Advanced Medical Image Processing, 2009