北京大學助理教授林通
Tong Lin, Ph.D.林通
Associate Professor
KeyLaboratory of Machine Perception(Ministry of Education),
School of EECS,Peking University, Beijing 100871, China Biography:
•Tong Lin received the PhD degree in Applied Mathematics from Peking University in 2001. In 1999 and 2000, he was a visiting student at the Media Computing Group, Microsoft Research Asia. In 2002, he joined the Key Laboratory of Machine Perception at Peking University, China, where he is currently an associate professor. From 2004 to 2005, he was an exchange scholar at Seoul National University, Korea. From 2007 to 2008, he was an exchange scholar at UCSD Moores Cancer Center, CA, USA. His research interests include computer vision, pattern recognition, and machine learning.
Journal papers:
X. Tang, T. Lin, and S.B. Jiang, "A Feasibility Study of Treatment Verification Using EPID Cine Images for Hypofractionated Lung Radiotherapy," Physics in Medicine and Biology (PMB), vol. 54, no. 18, pp. S1-S8, 2009. (ISSN 0031-9155, SCI 2008 IF 2.784; EI) [pdf]
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. (ISSN 0031-9155, SCI 2008 IF 2.784; EI) [pdf] [Gating Demo Video] [Tumor PCA Video]
T. 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. (ISSN 0031-9155, SCI 2008 IF 2.784; EI) [pdf] [Tracking Demo Video] [Diaphragm PCA Video]
T. Lin and H. Zha, "Riemannian Manifold Learning," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), vol. 30, no. 5, pp. 796-809, 14 pages, May 2008. (SCI/EI; ISSN 0162-8828, SCI 2008 IF 5.96) [final] [manuscript]
T. Lin, P. Hao, and S. Xu, "Matrix Factorizations for Reversible Integer Implementation of Orthonormal M-Band Wavelet Transforms," Signal Processing (SP), Elsevier, vol. 86, no. 8, pp. 2085-2093, 9 pages, Aug. 2006. (SCI/EI, ISSN 0165-1684, 2006 IF 1.256) [pdf]
T. Lin, S. Xu, Q. Shi, and P. Hao, "An Algebraic Construction of Orthonormal M-Band Wavelets with Perfect Reconstruction", Applied Mathematics and Computation (AMC), Elsevier, vol. 172, no. 2, pp. 717-730, 14 pages, Jan. 2006. (SCI/EI, ISSN 0096-3003, 2008 IF 0.961) [pdf]
T. Lin and P. Hao, “Compound Image Compression for Real-Time Computer Screen Image Transmission”, IEEE Trans. Image Processing (TIP), vol. 14, no. 8, pp. 993-1005, 13 pages, Aug. 2005. (SCI/EI/IEEE Xplore, ISSN 1057-7149, 2008 IF 3.315) [pdf] [color version]
T. Lin, H. Zhang, and Q. Shi, “Video Content Representation for Shot Retrieval and Scene Extraction,” Int. Journal of Image and Graphics (IJIG), vol. 1, no. 3, pp. 507-526, Aug. 2001. [pdf]
T. Lin, H. Zhang, J. Feng, and Q. Shi, "Shot Content Analysis for Video Retrieval Applications," in Chinese, Journal of Software, vol. 13, no. 8, pp. 1577-1585, Aug. 2002. (EI) [pdf]
T. Lin, and Q. Shi, "Image Segmentation by an Edge Growing Method," in Chinese, Journal of Image and Graphics, no. 11, pp. 911-915, Nov. 2000. [pdf]
1.X. Tang, T. Lin, and S.B. Jiang, "A Feasibility Study of Treatment Verification Using EPID Cine Images for Hypofractionated Lung Radiotherapy," Physics in Medicine and Biology (PMB), vol. 54, no. 18, pp. S1-S8, 2009. (ISSN 0031-9155, SCI 2008 IF 2.784; EI) [pdf]
2.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. (ISSN 0031-9155, SCI 2008 IF 2.784; EI) [pdf] [Gating Demo Video] [Tumor PCA Video]
3.T. 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. (ISSN 0031-9155, SCI 2008 IF 2.784; EI) [pdf] [Tracking Demo Video] [Diaphragm PCA Video]
4.T. Lin and H. Zha, "Riemannian Manifold Learning," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), vol. 30, no. 5, pp. 796-809, 14 pages, May 2008. (SCI/EI; ISSN 0162-8828, SCI 2008 IF 5.96) [final] [manuscript]
5.T. Lin, P. Hao, and S. Xu, "Matrix Factorizations for Reversible Integer Implementation of Orthonormal M-Band Wavelet Transforms," Signal Processing (SP), Elsevier, vol. 86, no. 8, pp. 2085-2093, 9 pages, Aug. 2006. (SCI/EI, ISSN 0165-1684, 2006 IF 1.256) [pdf]
6.T. Lin, S. Xu, Q. Shi, and P. Hao, "An Algebraic Construction of Orthonormal M-Band Wavelets with Perfect Reconstruction", Applied Mathematics and Computation (AMC), Elsevier, vol. 172, no. 2, pp. 717-730, 14 pages, Jan. 2006. (SCI/EI, ISSN 0096-3003, 2008 IF 0.961) [pdf]
7.T. Lin and P. Hao, “Compound Image Compression for Real-Time Computer Screen Image Transmission”, IEEE Trans. Image Processing (TIP), vol. 14, no. 8, pp. 993-1005, 13 pages, Aug. 2005. (SCI/EI/IEEE Xplore, ISSN 1057-7149, 2008 IF 3.315) [pdf] [color version]
8.T. Lin, H. Zhang, and Q. Shi, “Video Content Representation for Shot Retrieval and Scene Extraction,” Int. Journal of Image and Graphics (IJIG), vol. 1, no. 3, pp. 507-526, Aug. 2001. [pdf]
9.T. Lin, H. Zhang, J. Feng, and Q. Shi, "Shot Content Analysis for Video Retrieval Applications," in Chinese, Journal of Software, vol. 13, no. 8, pp. 1577-1585, Aug. 2002. (EI) [pdf]
10.T. Lin, and Q. Shi, "Image Segmentation by an Edge Growing Method," in Chinese, Journal of Image and Graphics, no. 11, pp. 911-915, Nov. 2000. [pdf]
Conference papers:
T. Lin, S. Liu, and H. Zha, "Incoherent Dictionary Learning for Sparse Representation," 21st Int. Conf. Pattern Recognition (ICPR), Tsukuba, Japan, Nov. 11-15, 2012. [pdf]
T. Lin, H. Xue, L. Wang, and H. Zha, "Total Variation and Euler's Elastica for Supervised Learning," 29th Int. Conf. Machine Learning (ICML), Edinburgh, Scotland, UK, June 26-July 1, 2012. [pdf] [oral] [poster]
Y. Ji, T. Lin, and H. Zha, "CDP Mixture Models for Data Clustering," 20th Int. Conf. Pattern Recognition (ICPR 2010), 23-26 August, 2010, Istanbul Turkey. [pdf]
Y. Ji, T. Lin, and H. Zha, "Mahalanobis Distance Based Non-negative Sparse Representation for Face Recognition," The Eighth International Conference on Machine Learning and Applications (ICMLA), Oral Presentation, Miami, Florida, USA, Dec. 13-15, 2009. [pdf]
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. [pdf]
T. Lin, L. Cervino, X. Tang, N. Vasconcelos, and S.B. Jiang, "Tumor Targeting for Lung Cancer Radiotherapy Using Machine Learning Techniques," Seventh International Conference on Machine Learning and Applications (ICMLA), pp. 533 - 538, San Diego, USA, 11-13 Dec. 2008. [pdf]
X. Tang, T. Lin, and S.B. Jiang, "Towards On-line Treatment Verification Using cine EPID for Hypofractionated Lung Radiotherapy," Seventh International Conference on Machine Learning and Applications (ICMLA), pp. 551 - 555, San Diego, USA, 11-13 Dec. 2008. [pdf]
T. Lin, H. Zha, and S. Lee, “Riemannian Manifold Learning for Nonlinear Dimensionality Reduction,” 9th European Conference on Computer Vision (ECCV), Oral Presentation (acceptance rate 5%), LNCS 3951, vol 1, pp. 44-55, Graz, Austria, May 7-13, 2006. [pdf]
T. Lin, P. Hao, and S. Lee, “Efficient Coding of Computer Generated Compound Images,” IEEE Int. Conf. Image Processing (ICIP), vol 1, pp. 561-564, Genoa, Italy, Sept. 11-14, 2005. [pdf]
T. Lin, P. Hao, and S. Xu, "Factoring M-Band Wavelet Transforms into Integer Mapping Steps and Lifting Steps," IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), Philadelphia, USA, March 19-23, 2005. [pdf]
T. Lin, P. Hao, C. Xu, and J. Feng, “Hybrid Image Coding for Real-Time Computer Screen Video Transmission”, Visual Communications and Image Processing (VCIP), part of the IS&T/SPIE Symposium on Electronic Imaging, San Jose, CA, USA, Jan. 18-22, 2004. [pdf]
T. Lin, Q. Shi, and P. Hao, "An Algebraic Approach to M-Band Wavelets Construction," IASTED Int. Conf. Signal and Image Processing (SIP), Hawaii, USA, Aug. 13-15, 2003. [pdf]
T. Lin, C. Ngo, H. Zhang, and Q. Shi, “Integrating Color and Spatial Features for Content-Based Video Retrieval,” IEEE Int. Conf. Image Processing (ICIP), Invited paper, Thessaloniki, Greece, Oct. 7-10, 2001. [pdf]
T. Lin, H. Zhang, and Q. Shi, “Video Scene Extraction by Force Competition”, IEEE Int. Conf. Multimedia and Expo (ICME), Tokyo, Japan, Aug. 22-25, 2001. [pdf]
T. Lin and H. Zhang, “Automatic Video Scene Extraction by Shot Grouping”, Int. Conf. Pattern Recognition (ICPR), Oral presentation (acceptance rate 10%), Barcelona, Spain, Sept. 3-8, 2000. [pdf]
H. Jiang, T. Lin and H. Zhang, “Video Segmentation with the Support of Audio Segmentation and Classification”, IEEE Int. Conf. Multimedia and Expo (ICME), Oral presentation, New York, USA, July 31-Aug. 2, 2000. [pdf]
1.T. Lin, S. Liu, and H. Zha, "Incoherent Dictionary Learning for Sparse Representation," 21st Int. Conf. Pattern Recognition (ICPR), Tsukuba, Japan, Nov. 11-15, 2012. [pdf]
2.T. Lin, H. Xue, L. Wang, and H. Zha, "Total Variation and Euler's Elastica for Supervised Learning," 29th Int. Conf. Machine Learning (ICML), Edinburgh, Scotland, UK, June 26-July 1, 2012. [pdf] [oral] [poster]
3.Y. Ji, T. Lin, and H. Zha, "CDP Mixture Models for Data Clustering," 20th Int. Conf. Pattern Recognition (ICPR 2010), 23-26 August, 2010, Istanbul Turkey. [pdf]
4.Y. Ji, T. Lin, and H. Zha, "Mahalanobis Distance Based Non-negative Sparse Representation for Face Recognition," The Eighth International Conference on Machine Learning and Applications (ICMLA), Oral Presentation, Miami, Florida, USA, Dec. 13-15, 2009. [pdf]
5.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. [pdf]
6.T. Lin, L. Cervino, X. Tang, N. Vasconcelos, and S.B. Jiang, "Tumor Targeting for Lung Cancer Radiotherapy Using Machine Learning Techniques," Seventh International Conference on Machine Learning and Applications (ICMLA), pp. 533 - 538, San Diego, USA, 11-13 Dec. 2008. [pdf]
7.X. Tang, T. Lin, and S.B. Jiang, "Towards On-line Treatment Verification Using cine EPID for Hypofractionated Lung Radiotherapy," Seventh International Conference on Machine Learning and Applications (ICMLA), pp. 551 - 555, San Diego, USA, 11-13 Dec. 2008. [pdf]
8.T. Lin, H. Zha, and S. Lee, “Riemannian Manifold Learning for Nonlinear Dimensionality Reduction,” 9th European Conference on Computer Vision (ECCV), Oral Presentation (acceptance rate 5%), LNCS 3951, vol 1, pp. 44-55, Graz, Austria, May 7-13, 2006. [pdf]
9.T. Lin, P. Hao, and S. Lee, “Efficient Coding of Computer Generated Compound Images,” IEEE Int. Conf. Image Processing (ICIP), vol 1, pp. 561-564, Genoa, Italy, Sept. 11-14, 2005. [pdf]
10.T. Lin, P. Hao, and S. Xu, "Factoring M-Band Wavelet Transforms into Integer Mapping Steps and Lifting Steps," IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), Philadelphia, USA, March 19-23, 2005. [pdf]
11.T. Lin, P. Hao, C. Xu, and J. Feng, “Hybrid Image Coding for Real-Time Computer Screen Video Transmission”, Visual Communications and Image Processing (VCIP), part of the IS&T/SPIE Symposium on Electronic Imaging, San Jose, CA, USA, Jan. 18-22, 2004. [pdf]
12.T. Lin, Q. Shi, and P. Hao, "An Algebraic Approach to M-Band Wavelets Construction," IASTED Int. Conf. Signal and Image Processing (SIP), Hawaii, USA, Aug. 13-15, 2003. [pdf]
13.T. Lin, C. Ngo, H. Zhang, and Q. Shi, “Integrating Color and Spatial Features for Content-Based Video Retrieval,” IEEE Int. Conf. Image Processing (ICIP), Invited paper, Thessaloniki, Greece, Oct. 7-10, 2001. [pdf]
14.T. Lin, H. Zhang, and Q. Shi, “Video Scene Extraction by Force Competition”, IEEE Int. Conf. Multimedia and Expo (ICME), Tokyo, Japan, Aug. 22-25, 2001. [pdf]
15.T. Lin and H. Zhang, “Automatic Video Scene Extraction by Shot Grouping”, Int. Conf. Pattern Recognition (ICPR), Oral presentation (acceptance rate 10%), Barcelona, Spain, Sept. 3-8, 2000. [pdf]
16.H. Jiang, T. Lin and H. Zhang, “Video Segmentation with the Support of Audio Segmentation and Classification”, IEEE Int. Conf. Multimedia and Expo (ICME), Oral presentation, New York, USA, July 31-Aug. 2, 2000. [pdf]
