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孙延奎(研究员)

所属单位:清华大学信息科学技术学院

担任职务:

擅长领域:

联系方式:62782609 邮箱:登录后查看

理学学士 (基础数学), 河南大学, 中国, 1985;

理学硕士 (基础数学), 江西大学, 中国, 1991;

工学博士 (航空宇航制造工程), 北京航空航天大学, 中国, 1999.

主要成就

[1] Qingge Ji, Jie Huang, Wenjie He,Yankui Sun. Optimized Deep Convolutional Neural Networks for Identification of Macular Diseases from Optical Coherence Tomography Images. Algorithms 2019, 12, 51.

[2] Jiaming Qiu; Yankui Sun; Chao Wu; Zhihui Du; Jianyan Wei. NFD: Towards Real-Time Mining of Short Timescale Gravitational Microlensing Events. Publications of the Astronomical Society of the Pacific. 2018, 130(992)

[3] Qingge Ji, Wenjie He, Jie Huang, Yankui Sun. Efficient Deep learning based automated pathology identification in retinal optical coherence tomography images. Algorithms 2018, 11(6), 88

[4] Te Han, Dongxiang Jiang; Yankui Sun; NanfeiWang; Yizhou Yang. Fault Diagnosis Method for Wind Turbine via Dictionary Learning and Sparse Representation-based Classification. Measurement. 2018, 118: 181-193

[5] Te Han, Dongxiang Jiang, Xiaochen Zhang, Yankui Sun. Intelligent diagnosis method for rotating machinery using dictionary learning and singular value decomposition. Sensors, 2017, 17(4).

[6] Yankui Sun, Shan Li, Zhongyang Sun. Fully automated macular pathology detection in retina OCT images using sparse coding and dictionary learning. Journal of Biomedical Optics. J. Biomed. Opt. 2017, 22(1),016012 .

[7]Yufan He, Yankui Sun, Min Chen, Yuanjie Zheng, Hui Liu, Cecilia Leon,William Beltran, James C. Gee. Automatic Segmentation of Canine Retinal OCT Using Adaptive Gradient Enhancement and Region Growing. SPIE Medical Imaging 2016, San Diego, CA , United States, 27 February - 3 March 2016 .

[8]Yankui Sun, Tian Zhang, Yue Zhao, Yufan He. 3D automatic segmentation method for retinal optical coherence tomography volume data using boundary surface enhancement. Journal of Innovative Optical Health Sciences. 2016, 9(2): 1650008-1-1650008-18,2016.

[9]Yankui Sun, Yafeng Dong, Zesheng Tang, Internet-based interactive visualization method of 3D lunar model with texture. Multimedia Tools and Applications, 2015,74(15): 5449-5462.

[10]Yafeng Dong, Yankui Sun, Zesheng Tang. Interactive visualization of 3D lunar model with texture and labels, using Chang’E-1 data. SCIENCE CHINA Physics, Mechanics & Astronomy. 2013 , 56(10): 2002–2008.

[11]Yankui Sun, Yafeng Dong, Kaimin Mao, Zesheng Tang, View-dependent Progressive Transmission and Rendering for Lunar Model based on Bicubic Subdivision-surface Wavelet, Advances in Space Research, 2014, 53: 1848-1857.

[12]Peng Shu, Yankui Sun, Automated Extraction of the Inner Contour of the Anterior Chamber Using Optical Coherence Tomography Images, Journal of Innovative Optical Health Sciences, 2012, 5(4):1250030.

[13]Yankui Sun,Chen Ding,Construction and properties of spline dyadic wavelet filters, International Journal of Computer Mathematics. 2012,89(2):254-263.

[14]Yankui Sun,Kaimin Mao,Tian Zhang, Zesheng Tang, A 3D, multi-resolution lunar surface model using bicubic subdivision-surface wavelets, with interactive visualization tools, Computers & Geosciences,2011, 37(9):1460-1467.

[15]Tian Zhang,Yankui Sun,Zesheng Tang,3D Visualization of Solar Wind Ion Data from the Chang'E-1 Exploration, Computers & Geosciences, 2011,37(10):1460-1467.

[16]Yankui Sun,Yong Chen, Hao Feng, Two-dimensional stationary dyadic wavelet transform, decimated dyadic discrete wavelet and the face recognition application,International Journal of wavelets, multiresolution and information processing, 2011,9(3): 397-416 .

[17]Yankui Sun, Ming Lei, Method for Optical Coherence Tomography image classification using local features and Earth Mover's Distance, Journal of Biomedical Optics,2009,14(5):054037.

[18]Yankui Sun,Lifting Construction of Spline Dyadic Wavelet filters with any Number of Vanishing Moments,International Journal of wavelets, multiresolution and information processing, 2009, 7(5): 693-710.

[19]孙延奎,小波变换与图像、图形处理技术(第2版),清华大学出版社, 2018

[20]孙延奎, 小波变换与图像、图形处理技术,清华大学出版社,2012

[21] 孙延奎, 小波分析及其应用,机械工业出版社, 2005