林通

副研究员

2001年 获得理学博士学位(北京大学)

主要研究领域

图像处理,模式识别,机器学习

代表性学术论著

  • T. Lin, R. Li, X. Tang, J.G. Dy, and S.B. Jiang, "Markerless Gating for Lung Cancer Radiotherapy based on Machine Learning Techniques," Physics in Medicine and Biology (PMB), Institute of Physics (IOP), vol. 54, no. 6, pp. 1555-1563, 21 March 2009.
  • Lin, L.I. Cervino, X. Tang, N. Vasconcelos, and S.B. Jiang, "Fluoroscopic Tumor Tracking for Image-Guided Lung Cancer Radiotherapy," Physics in Medicine and Biology (PMB), Institute of Physics (IOP), vol. 54, no. 4, pp. 981-992, 21 Feb. 2009.
  • Lin and H. Zha, "Riemannian Manifold Learning," IEEE Trans. Pattern Analysis and Machine Intelligence, May 2008.
  • T. Lin, P. Hao, and S. Xu, "Matrix Factorization for Reversible Integer Implementation of Orthonormal M-Band Wavelet Transforms," Signal Processing, Elsevier, vol. 86, no. 8, pp. 2085-2093, Aug. 2006.
  • T. Lin, S. Xu, Q. Shi, and P. Hao, "An Algebraic Construction of Orthonormal M-Band Wavelets with Perfect Reconstruction", Applied Mathematics and Computation, Elsevier, vol. 172, no. 2, pp. 717-730, Jan. 2006.
  • T. Lin and P. Hao, “Compound Image Compression for Real-Time Computer Screen Image Transmission”, IEEE Trans. Image Processing, vol. 14, no. 8, pp. 993-1005, Aug. 2005.
  • T. Lin, H. Zha, and S. Lee, “Riemannian Manifold Learning for Nonlinear Dimensionality Reduction,” European Conference on Computer Vision (ECCV), Oral presentation, LNCS 3951, vol. 1, pp. 44-55, May 2006.
  • Y. Geng, T. Lin, Z. Lin, and P. Hao, "Refined Exponential Filter with Applications to Image Restoration and Interpolation," The Ninth Asian Conference on Computer Vision (ACCV), Xi'an, China, Sept. 23-27, 2009.

主要科研项目

  • 国家自然科学基金面上项目(负责人),变分法与偏微分方程在机器学习中的应用,2011-2013
  • 国家自然科学基金面上项目(负责人),流形学习与几何数据分析,2008-2010
  • 国家自然科学基金面上项目(负责人),多进制小波理论及其在基于内容的图像压缩中的应用,2004-2006