MERL - Mitsubishi Electric Research Laboratories

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Yanting Ma

Yanting Ma
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  • Biography

    Yanting's research interests are mainly in algorithm design and analysis for inverse problems arising in computational sensing using statistical inference and optimization techniques. Additionally, she is generally interested in applied probability and convex analysis. Her PhD research focused on algorithmic and theoretical studies of approximate message passing, as well as provably convergent optimization algorithms for nonlinear diffractive imaging. Her postdoctoral work developed principled methods for dead time compensation for single-photon detectors based on Markov chain modeling.

  • MERL Publications

    •  Ma, Y., Mansour, H., Liu, D., Boufounos, P.T., Kamilov, U., "Accelerated Image Reconstruction for Nonlinear Diffractive Imaging", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2018.8462400, April 2018, pp. 6473-6477.
      BibTeX Download PDFAbout TR2018-008
      • @inproceedings{Ma2018apr,
      • author = {Ma, Yanting and Mansour, Hassan and Liu, Dehong and Boufounos, Petros T. and Kamilov, Ulugbek},
      • title = {Accelerated Image Reconstruction for Nonlinear Diffractive Imaging},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2018,
      • pages = {6473--6477},
      • month = apr,
      • doi = {10.1109/ICASSP.2018.8462400},
      • url = {https://www.merl.com/publications/TR2018-008}
      • }
    •  Ma, Y., Liu, D., Mansour, H., Kamilov, U., Taguchi, Y., Boufounos, P.T., Vetro, A., "Fusion of multi-angular aerial Images based on epipolar geometry and matrix completion", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2017.8296471, September 2017.
      BibTeX Download PDFAbout TR2017-114
      • @inproceedings{Ma2017sep,
      • author = {Ma, Yanting and Liu, Dehong and Mansour, Hassan and Kamilov, Ulugbek and Taguchi, Yuichi and Boufounos, Petros T. and Vetro, Anthony},
      • title = {Fusion of multi-angular aerial Images based on epipolar geometry and matrix completion},
      • booktitle = {IEEE International Conference on Image Processing (ICIP)},
      • year = 2017,
      • month = sep,
      • doi = {10.1109/ICIP.2017.8296471},
      • url = {https://www.merl.com/publications/TR2017-114}
      • }
    •  Ma, Y., Mansour, H., Liu, D., Boufounos, P.T., Kamilov, U., "Accelerated Image Reconstruction for Nonlinear Diffractive Imaging," Tech. Rep. TR2017-109, arXiv, August 2017.
      BibTeX Download PDFAbout TR2017-109
      • @techreport{Ma2017aug,
      • author = {Ma, Yanting and Mansour, Hassan and Liu, Dehong and Boufounos, Petros T. and Kamilov, Ulugbek},
      • title = {Accelerated Image Reconstruction for Nonlinear Diffractive Imaging},
      • journal = {arXiv},
      • year = 2017,
      • month = aug,
      • url = {https://www.merl.com/publications/TR2017-109}
      • }

  • MERL Issued Patents

    • Title: "Systems and Methods of Fusing Multi-angle View HD Images Based on Epipolar Geometry and Matrix Completion"
      Inventors: Liu, Dehong; Ma, Yanting; Mansour, Hassan; Kamilov, Ulugbek; Taguchi, Yuichi; Boufounos, Petros T.; Vetro, Anthony
      Patent No.: 10,212,410
      Issue Date: Feb 19, 2019
    See All Patents for MERL