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威尼斯在线平台:博士生导师

姓名:宋红
所在学科:计算机科学与技术
职称:教授
联系电话:13810028826 010-68914978
E-mail:songhong@bit.edu.cn
通信地址:北京市海淀区中关村南大街5号,软件楼308

个人信息

  ?宋红,博士,威尼斯在线平台教授,博士生导师,1995-2004年就读于威尼斯平台登录计算机科学技术学院,分获工学学士学位和工学博士学位。2017.12-2018.6在美国Drexel University 做高级研究学者,2008.9-2009.9在美国Columbia University和Texas A&M University做访问学者,交流学习。主要研究方向为:图像处理,医学影像分析与建模,基于人工智能的疾病辅助诊断,手术规划与预后评估平台的相关技术研究,模式识别与机器学习。主持国家自然科学基金3项、科技部重点研发计划专项课题1项、国家863计划项目3项、总装预研基金1项、教育部博士点新教师基金、留学回国人员科研启动基金等科研项目3项,发表学术论文50余篇。

  个人主页:http://www.arimed.cn

科研方向

  图像处理,医学影像分析与建模,基于人工智能的疾病辅助诊断,手术规划与预后评估平台的相关技术研究,模式识别与机器学习。

代表性学术成果

  期刊论文:

  [1] Shuang Song, Chenbing Du, Danni Ai, Yong Huang, Hong Song, Yongtian Wang, JianYang*, Spatio-temporal Constrained Online Layer Separa-tion for Vascular Enhancement in X-ray Angio-graphic Image Sequence, IEEE Transactions on Circuits and Systems for Video Technology. (in press)

  [2] Danni Ai, Dingkun Liu, Yifan Wang, Tianyu Fu, Yong Huang, Yurong Jiang, Song Hong, Yongtian Wang, Jian Yang*, Non-rigid Registration for Tracking Incompressible Soft Tissues with Sliding Motion, Medical Physics, DOI:10.1002/mp.13694, 2019.

  [3] Jingfan Fan, Jian Yang*, Yachen Wang, Siyuan Yang, Danni Ai, Yong Huang, Hong Song, Yongtian Wang, Dinggang Shen, Deep Feature Descriptor Based Hierarchical Dense Matching for X-ray Angiographic Images, Computer Methods and Programs in Biomedicine, 175:233-242, 2019.

  [4] Jingliang Zhao, Jian Yang*, Danni Ai, Hong Song, Yurong Jiang, Yong Huang, Luosha Zhang, Yongtian Wang, Automatic Retinal Vessel Segmentation Using Multi-scale Superpixel Chain Tracking,Digital Signal Processing, 2018. 

  [5] Chan Wu, Jian Yang, Jianjun Zhu, Weijian Cong, Danni Ai, Hong Song, Xiaohui Liang, Yongtian Wang, Hybrid Constraint Optimization for 3D Subcutaneous Vein Reconstruction by Near-infrared Images, Computer Methods and Programs in Biomedicine, 163:123-133, 2018.

  [6] Huihui Fang, Jian Yang*, Jianjun Zhu, Danni Ai, Yong Huang, Yurong Jiang, Hong Song, Yongtian Wang, Greedy Graph Searching for Vascular Tracking in Angiographic Image Sequences, arXiv, Identifier:1805.09940, 2018.

  [7] Xinxin Liu, Jian Yang*, Shuang Song, Weijian Cong, Peifeng Jiao, Hong Song, Danni Ai, Yurong Jiang, Yongtian Wang, Sparse Intervertebral Fence Composition for 3D Cervical Vertebra Segmentation, Physics in Medicine and Biology, 63: 115010, 2018.

  [8] Xinxin Liu, Jian Yang*, Shuang Song, Hong Song, Danni Ai, Yurong Jiang, Yongtian Wang, Multi-Layer Cube Sampling for Liver Boundary Detection in PET-CT Images, Australasian Physical & Engineering Sciences in Medicine, DOI: 10.1007/s13246-018-0650-y, 2018.

  [9] Jianjun Zhu, Jian Yang*, Jingfan Fan, Danni Ai, Yurong Jiang, Hong Song, Yongtian Wang, Accurate Measurement of Granary Stockpile Volume Based on Fast Registration of Multi-station Scans, Remote Sensing Letters, 10.1080/2150704X.2018.1452060, 2018.

  [10] Tianyu Fu, Qin Li, Jianjun Zhu, Danni Ai, Yong Huang, Hong Song, Yurong Jiang, Yongtian Wang,Jian Yang*, Sparse Deformation Prediction using Markove Decision Processes (MDP) for Non-rigid Registration of MR Image, Computer Methods and Programs in Biomedicine, 162:47-59, 2018.

  [11] Songyuan Tang, Weijian Cong, Jian Yang, Tianyu Fu, Hong Song, Danni Ai and Yongtian Wang, Local Statistical Deformation Models for Deformable Image Registration, Neuro computing, DOI: 10.1016/j.neucom.2018.03.039, 2018.

  [12] Jingfan Fan, Jian Yang*, Chan Wu, Danni Ai, Hong Song, Aimin Hao and Yongtian Wang, Multiple Features Decomposition for Subcutaneous Vein Extraction and Measurement, IEEE Access, DOI: 10.1109 /ACCESS.2018. 27994232018, 2018.

  [13] Song Hong, Chen Lei, Gao Ruiqi, Jian Yang, Automatic schizophrenic discrimination on fNIRS by using complex brain network analysis and SVM,BMC Medical Informatics and Decision Making.2017.12

  [14] Hong Song*, Wei Kang,Qian Zhang,Shuliang Wang,Kidney segmentation in CT sequences using SKFCM and improved GrowCut algorithm, BMC Systems Biology,Volume 9,Suppl 5.2015.

  [15] Hong Song*, Qingjie Zhao, Yinghong Liu. Splitting touching cells based on concave-point and improved watershed algorithms. Frontiers of Computer Science. 8(1),156-162,2014.

  [16] Song Hong*, LI Jiajia, Wang Shuliang, Ma Jingting. Multi-modality liver image  registration based on multilevel B-splines free-form deformation and L-BFGS optimal  algorithm. Journal of Central South University.21(1),287-292,2014.

  [17] Hong Song*, Weilong Du,Automatic Depression Discrimination on FNIRS by using FastICAWPD and SVM, Lecture Notes in Electrical Engineering,2015

  [18] Hong Song*, Jie Lv, He LiuA Face Replacement System Based on 3D Face Model, Lecture Notes in Electrical Engineering,2015

  [19] Hong Song*, Feifei Sun, Xiangfei Cui, Breast Tissue Segmentation using KFCM Algorithm on MR images, Lecture Notes in Electrical Engineering, Vol. 256, 555–563. 2013.

  [20] Hong Song*, Xiangfei Cui, and Feifei Sun, Breast Tissue 3D Segmentation and Visualization on MRI, International Journal of Biomedical Imaging, 2013.

  会议论文:

  [1] Haipeng Wan, Hong Song , Lei Chen, Jian Yang, Dorsal Hand Vein Recognition Based On Convolutional Neural Networks,2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM),2017.12,USA

  [2] Torecan Celik, Hong Song , Lei Chen, Jian Yang, Automatic Liver Segmentation on CT Images,ICSINC 2017,2017.12

  [3] Hong Song, Qiang Li, Shixiong  Li, Classification of Patients with Disorder of Consciousness Based on DTI Sequence Analysis,IEEE Smart Cloud 2017.2017.12

  [4] Hong Song*,Iordachescu Ilie Mihaita Bogdan,Shuliang Wang ,Wentian Dong,Wenxiang Quan,Weimin Dang,Xin Yu,Automatic Schizophrenia Discrimination on fNIRS by Using PCA and SVM,2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM),Shenzhen,China,2016.12.15 -2016.12.18

  [5] Zuxing Gu,Hong Song,Yu Jiang,Jeonghone Choi,Hongjiang He,Lui Sha,Ming Gu,An Integrated Medical CPS for Early Detection of Paroxysmal Sympathetic Hyperactivity,2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM),Shenzhen,China,2016.12.15-2016.12.18

  [6] Hong Song*, Jie Lv,Yanming Wang, Rapid 3D face modeling from video,Pacific-Rim Conference on Multimedia (PCM) 2015,Korea

  [7] Hong Song*,Qian Zhang、Shuliang Wang,Liver segmentation based on SKFCM and Improved GrowCut for CT images, International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2014), 2014,Belfast, the United Kingdom.

  [8] Hong Song*, Weilong Du, Automatic Depression Discrimination on fNIRS by using GLM and SVM, International Conference on Biomedical Engineering and Informatics,2014 

  [9] Hong Song*, Feifei Sun, Xiangfei Cui, Automatic Breast Tissue Segmentation on MR images using KFCM with spatial constraints , The 2013 IEEE International Conference on Granular Computing (IEEE Grc2013),2013

  专利:

  [1] 宋红,王新磊,一种基于特征跟踪的人脸图像序列生成方法及装置,2018.10.19,中国, ZL201610072412.5

  [2] 金福生,安婧雯,宋红,基于平面的微纳物体图像倾斜校正方法,2015.6.10,中国,ZL201210457891.4

  [3] 宋红,崔玉涛,王祺,杨。つ,一种髋关节骨性髋臼角度的检测方法,2018.3.13,中国,2018102049627

  [4] 宋红,崔玉涛,颜振松,杨。つ,驾驶员疲劳检测方法及系统,2018.3.20,中国,2018102314209

  [5] 艾丹妮,刘定坤,杨健、王涌天、付天宇,武潺,宋红,消融手术治疗效果的评估方法和装置,2019.2.21,中国, 2018116220071

承担科研情况

  1. 国家自然科学基金项目“基于图像语义分析的自动人脸替换研究”(负责人)

  2. 国家自然科学基金项目“个性化乳腺形变建模与仿真方法研究” (负责人)

  3. 国家自然科学基金项目“个性化肝脏肿瘤射频消融术前规划系统关键技术研究” (负责人)

  4. 科技部重点研发计划课题“多模态影像引导精准、高效导航核心技术研发” (负责人)

  5. 教育部博士点青年教师基金项目“面向对象多内核处理器的离线模拟平台研究” (负责人)

  6. 863项目“数据分析”(负责人)

  7. 总装预研项目“目标检测”(负责人)

  8. 总装备部预研项目“模拟仿真系统”(负责人)

  9. 威尼斯平台登录基础研究基金“肝脏肿瘤射频消融手术规划系统关键技术研究 ” (负责人)

  10. 企业合作项目“红外图像压缩与解压缩系统设计与实现” (负责人)

  11. 国家自然科学基金项目“引入昆虫复视机制的粒子滤波算法及其视觉伺服应用研究”(骨干成员)

所获奖励

  教育部-IBM精品课程项目《SOA原理及实践》(排名1)

  国家级双语示范课程项目《C Programming Language》(排名1)

  2012北京市教学成果一等奖(排名4)

  “Talent2000专用集成电路高层次自动设计系统”2004年获部级二等奖和校级一等奖 

社会兼职

  计算机学会会员, 人工智能学会会员,中国人工智能学会智能服务专业委员会委员,CMPB、电子学报、BIBM等国际学术期刊/会议审稿人;国家自然科学基金、博士后基金评审专家;教育部学位评估中心论文评审专家。

备注

  实验室目前招收博士生、硕士生和高年级本科生,有意者请邮件联系!

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