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彭博

基本信息
彭博,男,1980年3月生,副教授
邮件地址:bopeng at swpu.edu.cn
电话: +86-28-83037189
个人简历

彭博,博士,副教授。美国密歇根理工大学博士后。第十二批四川省学术和技术带头人后备人选。CCF YOCSEF成都(2021-2022)学术委员会主席。西南石油大学计算机科学学院图像处理与并行计算研究中心负责人。主要从事医学图像与信号处理、超声弹性成像、超声成像模拟方法、超声超分辨率成像及基于GPU并行计算方面的研究,在相关领域已经积累了丰富的研究经验和较好的研究基础。相关的研究工作发表在如 “IEEE Trans.系列期刊 ”、 “Physics in Medicine and Biology” 及“电子科技大学学报”等具有重要影响力的国内外学术期刊上。参与两项国家自然科学基金,主持/参与省科技厅科研项目多。指导学生获得2020年第四届国产CPU并行应用挑战赛总决赛金奖;指导本科生/研究生获4项科技厅苗子工程项目资助;2位研究生获得国家奖学金。

欢迎校内外同学报考本人研究生(本人每年招生3-4名研究生);

本人另与四川大学华西医院叶丰教授、中国空气动力研究中心易贤研究员、四川省人民医院谢盛华副研究员每年合作招收研究生各1名,合作方提供优厚的科研补助及待遇!如有兴趣,请邮件联系。

[1] 四川大学华西医院叶丰教授(http://yjs.cd120.com/showteacher.asp?id=146)合作培养医学信息学方向研究生1名
[2] 中国空气动力研究与发展中心易贤研究员(http://www.cardc.cn/yanjiusheng/content/?151.html)合作培养深度学习+飞机结冰图像处理方向研究生1名
[3] 四川省人民医院(https://www.swpu.edu.cn/scs/info/1192/4928.htm)合作培养医学图像处理与分析方向研究生1名

主要研究方向

医学图像处理与分析;医学超声成像方法;基于GPU的并行计算方法;基于大数据处理平台的并行算法研究;

主要学术服务

计算机应用、光电工程常任审稿人;TUFFC,Pattern Recognition,Ultrasonics等SCI期刊特邀审稿人。

代表性成果

代表性论文

[1] Yuheng Deng, Wenjun Zhou, Bo Peng, Dong Liang, Shun'ichi Kaneko, "Robust Spatial-Temporal Correlation Model For Background Initialization In Severe Scene," 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing(ICASSP), Toronto, 2021,(Accepted). (CCF-B类会议)
[2] Q. Wang, B. Peng, Z. Cao, X. Huang and J. Jiang, "A Real-time Ultrasound Simulator Using Monte-Carlo Path Tracing in Conjunction with Optix Engine," 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Toronto, ON, Canada, 2020, pp. 3661-3666, doi: 10.1109/SMC42975.2020.9283057. (CCF-C类会议)
[3]  T. He, B. Peng, P. Chen and J. Jiang, "Performance Assessment of Motion Tracking Methods in Ultrasound-based Shear Wave Elastography," 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Toronto, ON, Canada, 2020, pp. 3643-3648, doi: 10.1109/SMC42975.2020.9283024.(CCF-C类会议)
[4]  B. Peng, T. Yang, T. He and J. Jiang, "Augmented Region-Growing-Based Motion Tracking Using Bayesian Inference For Quasi-Static Ultrasound Elastography," 2020 IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates, 2020, pp. 2960-2964, doi: 10.1109/ICIP40778.2020.9191296.(CCF-C类会议)
[5] B. Peng, Y. Xian, Q. Zhang, J. Jiang, "Neural Network-based Motion Tracking for Breast Ultrasound Strain Elastography: An Initial Assessment of Performance and Feasibility," Ultrasonic Imaging, 2020, 42 (2): 74-91. (SCI,中科院3区,JCR2区)
[6] B. Peng, X. Huang, S. Wang and J. Jiang, "A Real-Time Medical Ultrasound Simulator Based on a Generative Adversarial Network Model," 2019 IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, 2019, pp. 4629-4633, doi: 10.1109/ICIP.2019.8803570.(CCF-C类会议)
[7] Peng, Bo*; Luo, Shasha; Xu, Zhengqiu; Jiang, Jingfeng*; Accelerating 3-D GPU-based Motion Tracking for Ultrasound Strain Elastography Using Sum-Tables: Analysis and Initial Results , Applied Sciences-Basel, 2019, 9(10): 0-1991. (SCI,中科院3区,JCR2区)
[8] B. Peng, Y. Xian and J. Jiang, "A Convolution Neural Network-Based Speckle Tracking Method for Ultrasound Elastography," 2018 IEEE International Ultrasonics Symposium (IUS), Kobe, Japan, 2018, pp. 206-212, doi: 10.1109/ULTSYM.2018.8580034.
[9] B. Peng, Y. Wang, T. J. Hall and J. Jiang, "A GPU-Accelerated 3-D Coupled Subsample Estimation Algorithm for Volumetric Breast Strain Elastography," in IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 64, no. 4, pp. 694-705, April 2017, doi: 10.1109/TUFFC.2017.2661821.(SCI,中科院3区,JCR1区)
[10] B. Peng, Y. Wang, W. Yang, T. Varghese and J. Jiang, "Relative Elastic Modulus Imaging Using Sector Ultrasound Data for Abdominal Applications: An Evaluation of Strategies and Feasibility," in IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 63, no. 9, pp. 1432-1440, Sept. 2016, doi: 10.1109/TUFFC.2016.2589270.(SCI,中科院3区,JCR1区)
[11] Y. Wang, B. Peng, J. Jiang, "Building an open-source simulation platform of acoustic radiation force-based breast elastography," Physics in Medicine & Biology, 2017, 62(5): 1949-1969. (SCI,中科院3区,JCR1区)

更新时间:2021-02-24

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