职称：教授/博士生导师
个人简介：
西北大学现代教育技术中心主任、陕西省青年科技新星、西北大学优秀青年学术骨干支持计划首批入选者，教育部创新团队“文化遗产数字化保护与传播”及陕西省重点科技创新团队“媒体大数据分析与检索创新团队”成员、分别于2011、2005年在西安电子科技大学和西安交通大学获得模式识别与智能系统博士、计算机应用技术硕士学位，2011年6月进入西北大学信息科学与技术学院计算机科学与技术博士后流动站，2014年在美国约翰霍普金斯大学做访问****。主要从事光学分子影像、医学图像处理及可视化、颅面形态学等研究。中国图形图像学会理事、中国光学学会生物医学光子学专委会青年委员、陕西省图形图像学会理事、陕西省信号处理学会理事、陕西省学位与研究生教育学会副秘书长
光学分子影像方面，在国家重点基础研究发展计划项目、国家自然科学基金重大项目等国家级和省部级项目支持下，结合光学分子断层成像的实际需求和发展趋势，进行了成像系统、传输理论和重建算法方面的工作。
颅面形态学方面，在国家自然科学基金重点项目支持下，研究颅面贴图合成和真实感重建和交互技术及三维颅骨与面部图像五官快速配准方法的研究工作。
科研成果：
科研奖励
1. 2012年度陕西省青年科技新星
2.文化遗产考古资源数字化保护新技术研究及在秦俑等示范工程中的应用，陕西省科学技术二等奖，排名第五
3.面向颅颌面修复的统计及有限元混合模型研究，陕西高等学校科学技术一等奖，排名第四
4.考古过程数字化保护新技术研究及在秦兵马俑等示范工程中的应用，陕西高等学校科学技术一等奖，排名第七
科研论文
2016
1.Xiaowei He(贺小伟)*,Hongbo Guo, Jingjing Yu, Xu Zhang, and Yuqing Hou. Effective and RobustApproach for Fluorescence Molecular Tomography Based on CoSaMP and SP3 model.Journal of Innovative Optical Health Sciences. 2016. 9(6): ** DOI:10.1142/S**00243 (SCI: EI: 20**7)
2.Xiaowei He(贺小伟)*,Renbo Yuan, Bing Keong Li, Yuqing Hou. The Design of an Open MRI 4-ChannelReceive-only Phased Array Knee Coil. Applied Magnetic Resonance. 2016.47(5): 499-510 DOI: 10.1007/S00723-016-0768-6 (SCI: 004, EI:20**2)
3.Xu Zhang, Yuqing Hou, Huangjian Yi, Xaiowei He*, Haibo Zhang. Fluorescence Molecular Tomography based on Principal ComponentAnalysis. China Science Paper. 张旭，侯榆青，易黄建，贺小伟*，张海波 基于主成分分析的荧光分子断层成像 中国科技论文. 2016. 11(8):920-925.
4.Xiaowei He, Chen Jin, Huangjian Yi, HaiboZhang, and Yuqing Hou. X-Ray Luminescence Computed Tomography Based on SplitAugmented Lagrangian Shrinkage Algorithm. Guangxue Xuebao/Acta OpticaSinica 2016. 36(3):**-1-9. 贺小伟,金晨,易黄建,张海波,侯榆青, 基于分割增广拉格朗日收缩的X射线发光断层成像.光学学报. 2016. 36(3):**-1-9. (EI: 20**8)
5.Xiaowei He, Zheng Chen, Yuqing Hou，Hongbo Guo. Graphics processing units-accelerated solving for simplifyspherical harmonic approximation model. 贺小伟，陈政，侯榆青，郭红波. 简化球谐近似模型的图形处理器加速求解. 红外与激光工程. 2016.45(5). (EI: 20**6)
6.Shuai Bai, Yuqing Hou, XiaoweiHe*, Xinyu Xue. The system applying and analyzing of Z spectrum inchemical exchange saturation transfer. Chin J Magn Reson Imaging. 白帅，侯榆青，贺小伟，薛心雨. 化学交换饱和转移的Z谱分析展示系统. 磁共振成像. 2016. 7(4).292-297.
7.Zhang Xu, Yi Huangjian, Hou Yuqing, ZhangHaibo, He Xiaowei Fast Image Reconstruction in Fluorescence MolecularTomography based on Local Preserving Projection张旭;易黄建;侯榆青;张海波;贺小伟. 基于局部保留投影的荧光分子断层成像快速重建. 光学学报. 2016.36(7). 717001-1. (EI: 20**3)
8.Haibo Zhang, Guohua Geng, Huangjian Yi, TaoJia. Xiaowei He. Comparison between pencil-beam and cone-beam in XLCT system. 张海波，耿国华，易黄建，贾涛，贺小伟. X射线发光断层成像中笔束与锥束激发性能对比研究. 光学精密工程. 2016. 24(5). 24-30.(EI)
9.Xinyu Xue, Yuqing Hou, Xiaowei He*, Shuai Bai.Research progresses of inhomogeneity correction with B0 field in chemicalexchange saturation transfer MRI. Chin. J. Med. ImagingTechnol. 薛心雨，侯榆青，贺小伟，白 帅，化学交换饱和转移MRI中B0场不均匀性校正的研究进展. 中国医学影像技术. 2016. 32(8).1285-1289.
2015
10.H.Guo,J. Yu, Xiaowei He(贺小伟)*, Y. Hou, F. Dong, and S. Zhang. Improved sparsereconstruction for fluorescence molecular tomography with L 1/2 regularization.Biomedical Optics Express. 2015. 6(5): 1648-1664. (SCI: 008 JCR2区 IF3.648, EI: 20**8)
11.X. Liu, Xiaowei He(贺小伟), Z.Yan, and H. Lu. 4-D reconstruction of fluorescence molecular tomography usingre-assembled measurement data. Biomedical Optics Express. 2015. 6(6):1963-1976. (SCI: 002 JCR2区IF3.648)
12.Xiaowei He(贺小伟)*, F.Dong, J. Yu, H.Guo, and Y.Hou. Reconstruction algorithm for fluorescencemolecular tomography using sorted l-one penalized estimation. Journal of theOptical Society of America A. (SCI:003 JCR3区 IF1.558 EI: 20**6)
13.X. Liu, Xiaowei He(贺小伟), and Z. Yan. Performance evaluation of principalcomponent analysis for dynamic fluorescence tomographic imaging in measurementspace. Optical Engineering. 2015. 54(5): 053108-053108. (SCI: 010,EI: 20**9)
14.H. Guo, Xiaowei He(贺小伟)*, Y.Hou, F. Dong, and S. Zhang Fluorescence Molecular Tomography Based on NonconvexSparse Regularization. Guangxue Xuebao/Acta Optica Sinica 2015. 35(7):**-1-8.郭红波, 贺小伟,侯榆青,董芳,张书玲. 基于非凸稀疏正则的荧光分子断层成像[J]. 光学学报,2015, 35(7): **-1-8. (EI:20**0)
15.J. Cheng, Y. Hou, F. Dong, Xiaowei He(贺小伟)*, and J. Yu. Fluorescence molecular tomography based onthe sparse regularization and adaptive finite element method. Journal of XidianUniversity. 2015, 42(2): 174-179.程璟星，侯榆青，董芳，贺小伟，余景景. 稀疏正则和自适应有限元的荧光分子断层成像[J]. 西安电子科技大学学报（自然科学版）,2015,42(2): 174-179.(EI: 20**4)
16.H. Liu, Y. Hou, Xiaowei He(贺小伟)*, and X. Pu. A Comparative Study and Evaluation onSeveral Typical Iterative Methods for Bioluminescence Tomography. Laser &Optoelectronics Progress, 2015. 52:081704-1-9.刘合娟, 侯榆青, 贺小伟, 蒲鑫. 几种典型迭代算法在生物发光断层成像中的对比研究及评估[J]. 激光与光电子学进展,2015, 35(7): 52:081704-1-9.
17. F. Dong, Y. Hou, J. Yu, H. Guo, and Xiaowei He(贺小伟)* Fluorescence Molecular Tomography via Greedy MethodCombined with Region-shrinking Strategy. Laser & Optoelectronics Progress,Accept.董芳,侯榆青,余景景,郭红波,贺小伟. 结合区域收缩和贪婪策略的荧光分子断层成像[J]. 激光与光电子学进展, 2016, 53 011701-1-7.
18.Hongbo Guo, Xiaowei He, Jingjing Yu, Yuqing Hou,Shuling Zhang, Fang Dong, Chen Jin, Iterative reconstruction forbioluminescence tomography based on an adaptive region shrinking strategy. IETInternational Conference on Biomedical Image and Signal Processing, ICBISP2015, November 19, 2015 (EI: 20**7)
19.Huangjian Yi, Jinye Peng, Chen Jin, Xiaowei He, Anoptimization-based iterative algorithm for recovering fluorophore locationProceedings of SPIE - The International Society for Optical Engineering, v9672, 2015, AOPC 2015 May 5, 2015 - May 7, 2015 (EI: 20**1)
20.H. Wang,J.Feng,L.Cui,Xiaowei He(贺小伟)*,S.Qiu. Medical Image Registration based on SalientTexture.Opt. Precision Eng,Accept.王红玉，冯筠，崔磊，贺小伟，邱实.应用显著纹理特征的医学图像配准[J],光学精密工程，09期， pp 2656-2665
2014
21.H. Guo, Y. Hou, Xiaowei He(贺小伟)*, J. Yu, J. Cheng, X. Pu. Adaptive hp finite elementmethod for fluorescence molecular tomography with simplified sphericalharmonics approximation. Journal Of Innovative Optical Health Sciences. 2014.7(2). ** (SCI:008)
22.J. Yu, J. Cheng, Y. Hou, Xiaowei He(贺小伟). Sparse reconstruction for fluorescence moleculartomography via a fast iterative algorithm Journal Of Innovative Optical HealthSciences. 2014. 7(3). ** (SCI: 007)
23.C. Jin, H. Guo, Y. Hou, Xiaowei He(贺小伟)*, Bioluminescence tomography reconstruction based onsimplified spherical harmonics approximation model and sparse reconstruction byseparable approximation. Guangxue Xuebao/Acta Optica Sinica. 2014. 34(6). (EI:20**2)金晨,郭红波,侯榆青,贺小伟. 基于变量分离近似稀疏重构和简化球谐近似的生物发光断层成像[J]. 光学学报,2014,06:197-205.
24.Xiaowei He(贺小伟)*, H.Guo, Y. Hou, J. Yu, H. Liu, H. Zhang. L1/2 regularization method formultiple-target reconstruction in fluorescent molecular tomography. Proceedingsof IEEE 11th International Symposium on Biomedical Imaging (ISBI), 2014,145-148. April 29, 2014 - May 2, 2014 （EI:20**7）
25.J. Feng, Y. Chen, X.Tong, Xiaowei He(贺小伟) , M. Zhou. Automatic feature point extraction forthree-dimensional skull. Guangxue Jingmi Gongcheng/Optics and PrecisionEngineering, 2014. 22(5). 1388-1394. (EI:20**1)冯筠,陈雨,仝鑫龙,贺小伟,周明全. 三维颅骨特征点的自动标定[J]. 光学精密工程,2014,05:1388-1394.
26.张滢,冯筠,崔磊,赵翊凯,贺小伟. 结肠形态仿真及中心线提取算法评价[J]. 系统仿真学报,2014,03:601-608+614.
27.卜起荣,彭进业,贺小伟,温超,李展. 基于混合特征的垃圾图像过滤方法[J]. 西北大学学报(自然科学版),2014,02:216-220.
2013
28.J. Yu, Xiaowei He(贺小伟)*, G. Geng, F. Liu, and L.C. Jiao. Hybrid MultilevelSparse Reconstruction for Whole Domain Bioluminescence Tomography UsingAdaptive Finite Element. Computational and Mathematical Methods in Medicine.Volume 2013(2013) Article ID 548491,18 Pages (SCI: 0003**)
29.Xiaowei He(贺小伟)*, J.Yu, G. Geng, H. Guo, A fast reconstruction algorithm for bioluminescencetomography based on smoothed l0 norm regularization. Proceedings of SPIE- MIPPR2013: Parallel Processing of Images and Optimization and Medical ImagingProcessing, 2013. 8920. 89200Q (EI:20**4)
30.J. Cheng, Y.Hou, J. Yu, Xiaowei He(贺小伟)*. A two-stage reconstruction of fluorescence moleculartomography based on sparse regularization. Proceedings of the AnnualInternational Conference of the IEEE Engineering in Medicine and BiologySociety, EMBS, 2013. 3415-3418. (EI:20**7)
31.H. Guo, Y.Hou, Xiaowei He(贺小伟)*, J. Yu, J. Cheng, X. Pu. A hp adaptive finite elementalgorithm for fluorescence molecular tomography based on SPN model. Proceedingsof SPIE - International Symposium on Photoelectronic Detection and Imaging2013: Imaging Spectrometer Technologies and Applications, 2013. v 8910.891018(EI: 20**5)
32.Guo, Hongbo1; Hou, Yuqing1; Yu, Jingjing2; Jin, Chen1;He, Xiaowei1 Improved reconstruction for bioluminescence tomography by usingthe simplified spherical harmonics approximation model and homotopy method.ICMIPE 2013 - Proceedings of 2013 IEEE International Conference on MedicalImaging Physics and Engineering, p 274-278, 2013 October 19, 2013 - October 20,2013;EI: 20**3
33.Y. Zhang, J. Feng, B. Kang, Y. Zhao, Xiaowei He(贺小伟). Fast Centerline Extraction Algorithm for ColonDetection. Journal of Computer-Aided Design & Computer Graphics. 2013. 25.381-388. (EI: 20**6)张滢,冯筠,赵翊凯,康宝生,贺小伟. 结肠中心线快速提取算法研究[J]. 计算机辅助设计与图形学学报,2013,03:381-389.
34.吴云峰,冯筠,孙霞,李展,冯宏伟,贺小伟. 基于多分类器的迁移Bagging习题推荐[J]. 计算机应用,2013,07:1950-1954.
35.贺毅岳,耿国华,茹少峰,贾甲,贺小伟. 基于多视点可见性检测的面皮三维表面重建[J]. 西北大学学报(自然科学版),2013,03:376-382.
2012
36.W. Li, H. Zhao, X. Qu, Y. Hou, X. Chen, D.Chen, Xiaowei He(贺小伟), Q. Zhang, andJ. Liang. AFEM algorithm for bioluminescence tomography based on dual-meshalternation strategy Chinese Optics Letters 2012.10(2): 021701-1-4. (SCI:021)
37.Xiaowei He(贺小伟)*, G.Geng, J. Yu. Quantitative bioluminescence tomography from single viewmeasurement with decay correction strategy. Proceedings of 5th InternationalConference on Biomedical Engineering and Informatics. 2012. 84-88. (EI:20**2)
38.S. An, F. Jun, Z. Li, Y. Han, Q. Wang, Xiaowei He(贺小伟), Mil-Cand: An improved framework for computer aidednodule detection based on multiple instance learning. Communications inComputer and Information Science. 2012. 321. 413-421 (EI:410)
39.S. Wang, J. Feng, X. Tong, H. Liu, Xiaowei He(贺小伟), Automated abnormality detection of craniomaxillofacialbased on Statistical Deformable Models. Proceedings of IEEE-EMBS Int. Conf.Biomed. Health Informatics: Global Grand Chall. Health Informatics, BHI. 2012.519-522. (EI: 445)
40.Y. He, G. Geng, M. Zhou, J. He, J. Jia, K. Li, H.Du, Xiaowei He(贺小伟), Hierarchical correspondence of 3D facesbased on thin plate spline deformation (HCTD). Advanced Materials Research.2012. 479-481. 2235-2241 (EI:899)
2011
41.Xiaowei He(贺小伟), Y.Hou, D. Chen, Y. Jiang, M. Shen, J. Liu, Q. Zhang, J. Tian. Sparseregularization based reconstruction for bioluminescence tomography using amultilevel adaptive finite element method. International Journal of BiomedicalImaging, 2010. 2011. 203537-1-11. (EI: 336)
42.Xiaowei He(贺小伟), G.Geng, Z. Zhang, J. Yu, J. Wu. Bioluminescence tomography with structural andsparse a priori information. The 4th International Conference on BiomedicalEngineering and Informatics 2011. Oct 15-17. China(EI:522)
43.K. Peng, X. Gao, X. Qu, N. Ren, X. Chen, XiaoweiHe(贺小伟), X. Wang, J. Liang, and J. Tian Graphicsprocessing unit parallel accelerated solution of the discrete ordinates forphoton transport in biological tissues Applied Optics 2011. 50(21): 3808-3823(SCI: 010)
44.Q. Zhang, H. Zhao, D. Chen, X. Qu, X. Chen, XiaoweiHe(贺小伟), W. Li, Z. Hu, J. Liu, J. Liang, J. TianSource sparsity based primal-dual interior-point method for three-dimensionalbioluminescence tomography. Optics Communications 2011. 284:5871–5876 (SCI:063)
45.J. Yu, F. Liu, L. Jiao, S. Yang, Xiaowei He(贺小伟). A Finite ElementMesh Aggregating ApproachtoMultiple-Source Reconstruction in Bioluminescence Tomography. InternationalJournal of Biomedical Imaging. 2011, 2011: 210428_1-12. (EI:922)
2010
46.Xiaowei He(贺小伟), J.Liang, X. Wang, J. Yu, X. Qu, X. Wang, Y. Hou, D. Chen, F. Liu, and J. Tian.Sparse reconstruction for quantitative bioluminescence tomography based on theincomplete variables truncated conjugate gradient method. Optics Express. 2010.18(24). 24825-24841 (SCI: 060 JCR2区IF3.753)
47.Xiaowei He(贺小伟), J.Tian, J. Liang, X. Qu, D. Chen, Y. Hou. A practical parameter selection methodfor Tikhonov regularization in Bioluminescence tomography (Abstract)-Proc. ofthe 2010 World Molecular Imaging Cong.Molecular Imaging and Biology. 2010. 12.S1361(SCI: 001 JCR 3区IF3.139)
48.Xiaowei He(贺小伟), J.Liang, X. Qu, H. Huang, Y. Hou and J. Tian. Truncated total least squaresmethod with a practical truncation parameter choice scheme for Bioluminescencetomography inverse problem.International Journal of Biomedical Imaging. 2010.2010. 291874-1-11. (EI: 832)
49.Xiaowei He(贺小伟), Z.Zhang, J. Yu. Trust region method for solving the Bioluminescence Tomographyinverse problem. The International Symposium on Photonics and Optoelectronics2010. June. 19-21. China (EI: 077)
50.Xiaowei He(贺小伟), Z.Zhang, J. Yu, N. Ren, Y. Xie. Trial-and-error approach to the bioluminescencetomography inverse problem. The 3rd International Conference on BiomedicalEngineering and Informatics 2010. Oct 16-18. China (EI: 132)
51.H. Huang, X. Qu, J. Liang, Xiaowei He(贺小伟), X. Chen, D. Yang, J. Tian. A multi-phase level setframework for source reconstruction in bioluminescence tomography. Journal ofComputational Physics, 2010, 229(13):5246-5256. (SCI: 021 )
52.J. Yu, F. Liu, J. Wu, L. Jiao, Xiaowei He(贺小伟). Fast Source Reconstruction for BioluminescenceTomography Based on Sparse Regularization IEEE Transactions on BiomedicalEngineering 2010. 57(10): 2583-2586 (SCI:010)
53.T. Wang, S. Gao, L. Zhang, Y. Wu, Xiaowei He(贺小伟), Y. Hou, H. Huangand J. Tian. Overlap DomainDecomposition Method for Bioluminescence Tomography (BLT). InternationalJournal for Numerical Methods in Biomedical Engineering. 2010. 26. 511-523(SCI: 002)
54.J. Yu, F. Liu, Xiaowei He(贺小伟), L. Jiao. Adaptive parameter selection for Tikhonovregularization in Bioluminescence tomography. The 3rd International Conferenceon Biomedical Engineering and Informatics 2010. Oct 16-18. China (EI:037)
55.Xiaowei He(贺小伟), J.Tian, X. Qu, J. Liang. Truncated total least squares method with a modifiedgeneralized cross validation for the reconstruction of Bioluminescencetomography (Abstract). World Molecular Imaging Congress 2009. Sept. 23-26.Canada 2010, 12(1): S272-273
2009
56.Xiaowei He(贺小伟), J.Tian, Y. Wu, Y. Hou, N. Ren and K. Peng. Study of four Regularization methodsfor the inverse problem in Bioluminescence Tomography. Proccedings of SPIESymposium on Medical Imaging. 2009. 7262. 72622B1-10 (EI: 829)
57.Y. Hou, J. Tian, Y. Wu, J. Liang, and Xiaowei He(贺小伟). A new numerical method for BLT forward problem basedon high-order finite elements. Communications in Numerical Methods inEngineering. 2009. 25. 667-681 (SCI: 007)
58.J. Yu, F. Liu, L. Jiao, Xiaowei He(贺小伟). Three-dimensional source reconstruction forbioluminescence tomography using the LSQR methods. Proceeding. of SPIE. 2009.7497. 74971N1-7. (EI: 602)
科研项目：
一．主持科研项目
1.面向肿瘤放疗决策的X射线发光计算机断层成像模型和算法研究，国家自然科学基金面上项目，**，2016.1-2019.12
2.融合三维统计形变结构的光学分子断层成像稀疏重建方法，国家自然科学基金面上项目，**，2014.1-2017.12
3.X射线发光层析成像引导放射治疗的关键技术研究，陕西省国际科技合作与交流计划项目，2015KW-002，2015.1-2016.12
4.混合传输模型的全域生物发光断层成像的重建算法研究，中国博士后科学基金特别资助，2012T50814，2012.1-2014.12
5.融合稀疏先验的光学分子断层成像方法研究，陕西省科技计划项目（科技新星），2012KJXX-29，2012.1-2014.12
6.颅骨与面部图像五官快速配准方法研究，国家自然科学基金重点项目《颅面形态学和颅面重构的研究》（**）子项目，2010.3-2011.11
7.基于混合传输模型的生物发光断层成像的理论与算法研究，中国博士后科学基金面上资助，2011M501467，2011.6-2013.6
8.混合光传输模型下全域生物发光断层成像稀疏重建算法研究，2011年度高等学校博士学科点专项科研基金资助课题（新教师类），201**，
2012.1-2014.12
9.基于混合传输模型的生物发光断层成像稀疏重建算法研究，陕西省自然科学基础研究计划项目，2011JQ8029，2011.1-2013.12
10.近红外光引导放疗的成像计算平台设计与算法研究，陕西省教育厅科学研究计划项目，16JF026，2016.6-2017.12
11.基于弱监督学习的颅骨特征点自动标定算法研究，陕西省教育厅科学研究计划项目，12JK0729，2012.6-2014.6
12.基于自适应hp-FEM的生物发光断层成像光源重建算法，西北大学科学研究基金，NW0934，2009.10-2011.12
二．参与科研项目
1．基于多饱和参数调制的CEST磁共振分子影像技术研究，国家自然科学基金青年项目，**. 2017.1-2019.12，排名第二
2．颅面形态学和颅面重构的研究，国家自然科学基金重点项目，**，2008.1-2012.12，主持子项目
3．生物发光断层成像的光源重建算法研究，国家自然科学基金青年项目，**.2010.1-2012.12，排名第二
4．分子影像关键科学技术问题的研究，国家重点基础研究发展计划，2006CB705700，2006.1—2011.12，参与
5．多源影像信息融合与计算平台及多模态成像系统，国家重点基础研究发展计划，2011CB707702，2011.1—2015.12，参与
6．多模态分子成像理论、信息融合与在体定量分析，国家自然科学基金重大项目，**，2011.1—2013.12，参与
7．文化遗产数字化生存中的表示与复原理论方法研究，国家重点基础研究发展计划预研项目，2011CB311802 2011.4-2013.8，参与
8．面向新药研发中靶药相互作用评估的光学-CT多模影像融合技术研究, 陕西省科技计划项目，2013K12-20-12，2013.1-2014.12，排名第二
9．多模态分子影像融合技术在新药研发中的关键技术研究，西安市科技计划项目，CXY1348(2)，2013.1-2014.12，排名第二
10．生物发光断层成像的光源重建算法研究，陕西省自然科学基金，2009JQ8018. 2010.1-2012.12 排名第三
11．功能型新材料的制备与性能研究-过渡金属掺杂ZnO，稀磁半导体的实验与数值模拟研究，SJ08-ZT04 2008.1-2010.12，排名第四
12．基于信息融合理论的主机安全评估，陕西省教育厅项目，08JK449，2008.1-2010.12，排名第三