Yu-hui Chen

I joined Google at the end of 2015, starting with Smart Imagery team in Geo. Since Feb 2018, I am a member of Medical Brain and Health Research. My works mainly focus on extracting structural information from images/texts and building up infrastructure for powering the development of ML models. My area of interest include computer vision, natural language processing, signal processing, and machine learning.

I received my Ph.D. in Electrical and Computer Engineering from University of Michigan, working with Prof. Alfred Hero on multi-modality image fusion in biomedical and materials in 2015. The main idea of image fusion is to intelligently combine the information from multiple image modalities for better decision making, e.g. detecting anomaly. I received my B.S. in Electrical Engineering from National Taiwan University from 2005 to 2009, working with Prof. Lin-Shan Lee on speech recognition and information retrieval.

Personal:
My hometown is Taipei, Taiwan, where I was born and grew up. I came to United States in 2010 for my graduate degree and started to learn and enjoy snowboarding since then. I love music (classical, Rock, and R&B) and play a little bit piano and drums. Badminton is my favorite sport which I play regularly.

Previous Publications

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    Particle Filtering for Slice-to-volume Motion Correction in EPI Based Functional MRI

    Yu-Hui Chen, Roni Mittelman, Boklye Kim, Charles Meyer, Alfred Hero

    Acoustics, Speech and Signal Processing (ICASSP), 2016 IEEE International Conference on, pp. 679-683

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    A Dictionary Approach to Electron Backscatter Diffraction Indexing

    Yu-Hui Chen, Se Un Park, Dennis Wei, Gregory Newstadt, Michael A. Jackson, Jeff P. Simmons, Marc De Graef, Alfred O. Hero

    Microscopy and Microanalysis, vol. 21 (2015), pp. 739-752

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    Coercive Region-level Registration for Multi-modal Images

    Yu-Hui Chen, Dennis Wei, Gregory Newstadt, Jeffrey Simmons, Alfred Hero

    Image Processing (ICIP), 2015 IEEE International Conference on, pp. 2419-2423

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    Parameter Estimation in Spherical Symmetry Groups

    Chen, Yu-Hui, Dennis Wei, Gregory Newstadt, Marc DeGraef, Jeffrey Simmons, Alfred Hero

    IEEE Signal Processing Letters, IEEE (2015), pp. 1152-1155

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    Statistical Estimation and Clustering of Group-invariant Orientation Parameters

    Yu-Hui Chen, Dennis Wei, Gregory Newstadt, Marc De Graef, Jeffrey Simmons, Alfred Hero

    Information Fusion (Fusion), 2015 18th International Conference on, pp. 719-726

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    An Initial Attempt to Improve Spoken Term Detection by Learning Optimal Weights for Different Indexing Features

    Yu-Hui Chen, Chia-Chen Chou, Hung-Yi Lee, Lin-Shan Lee

    Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on, pp. 5278-5281