个人简历

个人信息
　　​宋红，博士，北京理工大学计算机学院教授，博士生导师，1995-2004年就读于北京理工大学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

研究领域

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"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

近期论文

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
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