基本信息
杨鑫 女 汉族 研究员 硕导 自动化研究所
电子邮件：xin.yang@ia.ac.cn
联系电话：82618465
手机号码：
通信地址：北京市海淀区中关村东路95号自动化大厦918
邮政编码：100190
电子邮件：xin.yang@ia.ac.cn
联系电话：82618465
手机号码：
通信地址：北京市海淀区中关村东路95号自动化大厦918
邮政编码：100190
研究领域
模式识别、生物特征识别、医学图像处理、光学分子影像
教育背景
1997.4-2000.3 天津大学 工学博士
1994.9-1997.3 天津大学 工学硕士
1009.9-1994.7 天津大学 工学学士
1994.9-1997.3 天津大学 工学硕士
1009.9-1994.7 天津大学 工学学士
学历
天津大学精密仪器与光电子工程学院 1997.4--2000.3 工学博士
学位
天津大学精密仪器与光电子工程学院 工学博士 1997.4-2000.3
工作经历
工作简历
2010.10-至今 中科院自动化研究所 研究员
2003.8-2010.9 中科院自动化研究所 副研究员
2001.8-2003.7 中科院自动化研究所 博士后
2000.4-2001.7 宁波工学院 讲师
2003.8-2010.9 中科院自动化研究所 副研究员
2001.8-2003.7 中科院自动化研究所 博士后
2000.4-2001.7 宁波工学院 讲师
社会兼职
IEEE Member（2008年起）
IEEE Engineering in Medicine and Biology Society Member（2009年起）
IEEE Biometrics Council，执行委员会委员（2008年起）
中国自动化学会模式识别与机器智能专业技术委员会，秘书长（2007年起）
生物物理学会分子影像专业技术委员会，副秘书长（2010年起）
IEEE Engineering in Medicine and Biology Society Member（2009年起）
IEEE Biometrics Council，执行委员会委员（2008年起）
中国自动化学会模式识别与机器智能专业技术委员会，秘书长（2007年起）
生物物理学会分子影像专业技术委员会，副秘书长（2010年起）
专利与奖励
奖励信息
“小动物多模态光学分子影像成像方法与系统”获2010年度国家技术发明二等奖，本项目申请者为第三发明人，证书号：2010-F-220-2-02-R03
“多模态荧光分子影像系统”获第十八届（2009年）全国发明展览会金奖，并被评为WIPO国际最佳发明奖（1700多个获项目中唯一最高奖项），本项目申请者为第二完成人，证书编号：1801059
“多模态荧光分子影像系统”获第十八届（2009年）全国发明展览会金奖，并被评为WIPO国际最佳发明奖（1700多个获项目中唯一最高奖项），本项目申请者为第二完成人，证书编号：1801059
专利成果
[1] 田捷, 张鹏, 惠辉, 李怡濛, 杨鑫. 三维磁粒子图像积分断层重建方法、系统和设备. CN: CN113223150A, 2021-08-06.[2] 田捷, 李怡濛, 惠辉, 张鹏, 杨鑫. 基于前向模型的磁粒子成像系统矩阵图像重建方法及系统. CN: CN113129403A, 2021-07-16.[3] 田捷, 董迪, 王思雯, 胡振华, 胡朝恩, 杨鑫. 基于分布式深度学习的医学影像智能分析系统. CN112988382A, 2021-06-18.[4] 田捷, 董迪, 李聪, 胡振华, 杨鑫, 胡朝恩. 基于Unet迁移学习的胃印戒细胞癌图像智能分类系统. CN: CN112861994A, 2021-05-28.[5] 田捷, 惠辉, 胡朝恩, 董迪, 杨鑫. 基于乳腺癌检测的平板PET与光学双模融合成像系统及方法. CN: CN109589128B, 2020-12-11.[6] 田捷, 惠辉, 张鹏, 王坤, 杨鑫. 基于无磁场线扫描的磁粒子成像系统. CN: CN110367983B, 2020-09-22.[7] 田捷, 张鹏, 惠辉, 王坤, 杨鑫. 基于FFL的磁粒子成像三维立体重建方法、系统、装置. CN: CN110420026B, 2020-05-19.[8] 田捷, 董迪, 张利文, 杨鑫. 基于肿瘤影像的多区域的影像组学特征提取方法. CN: CN110427954A, 2019-11-08.[9] 田捷, 孟慧, 惠辉, 董迪, 杨鑫. 基于CUDA加速的神经元活动图像动态配准方法及装置. CN: CN106384350B, 2019-06-07.[10] 田捷, 胡朝恩, 惠辉, 董迪, 杨鑫. 一种基于多角度的选择性光片照明显微成像的重建方法. CN: CN106447717B, 2019-05-03.[11] 田捷, 梁潇, 董迪, 惠辉, 杨鑫, 徐敏. 基于梯度调整的血管图像增强方法. 中国: CN105654439B, 2018.09.11.[12] 田捷, 王茗祎, 惠辉, 杨鑫. 光片照明成像系统及方法. 中国: CN108490604A, 2018.09.04.[13] 田捷, 李甜梦, 惠辉, 杨鑫. 多视野显微成像系统与方法. 中国: CN108489900A, 2018.09.04.[14] 田捷, 马涛, 惠辉, 杨鑫. 基于传像束原理的磁锚定式手术导航系统及使用方法. 中国: CN108451640A, 2018-08-28.[15] 田捷, 梁潇, 董迪, 惠辉, 杨鑫, 徐敏. 基于先验模型的光片显微成像条纹噪声去除方法. 中国: CN104835123B, 2018-07-31.[16] 田捷, 方梦捷, 董迪, 惠辉, 杨鑫, 徐敏. 光学投影断层成像的检测方法. 中国: CN104865195B, 2018-02-02.[17] 田捷, 何坤山, 迟崇巍, 杨鑫. 无线声控穿戴式分子影像导航系统. 中国: CN105342561B, 2017-12-29.[18] 田捷, 叶津佐, 迟崇巍, 杨鑫. 一种广视角光学分子断层成像导航系统及方法. 中国: CN105662354A, 2016.06.15.[19] 田捷, 何坤山, 迟崇巍, 杨鑫. 可移动式激发荧光实时导航装置. 中国: CN303691780S, 2016.06.01.[20] 田捷, 叶津佐, 迟崇巍, 杨鑫. 一种广视角光学分子断层成像导航系统. 中国: CN205795645U, 2016-12-14.[21] 田捷, 何坤山, 迟崇巍, 杨鑫. 无线声控穿戴式分子影像导航系统. 中国: CN205094589U, 2016-03-23.[22] 田捷, 何坤山, 迟崇巍, 杨鑫. 可穿戴式激发荧光分子成像仪. 中国: CN303565145S, 2016-01-20.[23] 田捷, 何坤山, 迟崇巍, 杨鑫. 激发荧光分子影像导航仪. 中国: CN303561759S, 2016-01-20.[24] 田捷, 张帅通, 董迪, 惠辉, 杨鑫, 徐敏. 一种基于仿体的混合成像三维配准方法. 中国: CN104992450A, 2015-10-21.[25] 田捷, 张帅通, 董迪, 惠辉, 杨鑫, 徐敏. 图像配准方法. 中国: CN104820989A, 2015-08-05.[26] 田捷, 迟崇巍, 毛亚敏, 詹诗杰, 杨鑫. 多光谱分子影像导航系统. 中国: CN303321773S, 2015-08-05.[27] 田捷, 安羽, 迟崇巍, 杨鑫. 分子影像成像验证系统. 中国: CN204422419U, 2015-06-24.[28] 杨鑫, 惠辉, 田捷, 董迪, 马喜波. 多光子激发多向照明显微成像系统. 中国: CN104677872A, 2015-06-03.[29] 杨鑫, 惠辉, 田捷, 董迪, 马喜波. 多光子激发光片照明显微成像系统. 中国: CN104677871A, 2015-06-03.[30] 田捷, 毛亚敏, 迟崇巍, 杨鑫. 视野可切换的双光路分子影像导航系统. 中国: CN204318916U, 2015-05-13.[31] 田捷, 迟崇巍, 杨鑫. 手持式分子影像导航系统. 中国: CN204181710U, 2015-03-04.[32] 田捷, 毛亚敏, 迟崇巍, 杨鑫. 视野可切换的双光路分子影像导航系统及成像方法. 中国: CN104367380A, 2015-02-25.[33] 田捷, 迟崇巍, 杨鑫. 手持式分子影像导航系统. 中国: CN104323858A, 2015-02-04.[34] 田捷, 叶津佐, 迟崇巍, 杨鑫. 三维光学分子影像导航系统. 中国: CN204120992U, 2015-01-28.[35] 田捷, 迟崇巍, 杨鑫. 头戴式分子影像导航系统. 中国: CN104305957A, 2015-01-28.[36] 田捷, 蒋仕新, 迟崇巍, 杨鑫. 内窥式光学分子影像导航系统. 中国: CN204120989U, 2015-01-28.[37] 田捷, 迟崇巍, 杨鑫. 头戴式分子影像导航系统. 中国: CN204072055U, 2015-01-07.[38] 田捷, 惠辉, 董迪, 詹诗杰, 杨鑫. 一种结构-光学-核素多模态成像系统与方法. 中国: CN103800076A, 2014.05.21.[39] 田捷, 叶津佐, 迟崇巍, 杨鑫. 三维光学分子影像导航系统和方法. 中国: CN104188628A, 2014-12-10.[40] 田捷, 安羽, 迟崇巍, 杨鑫. 分子影像成像验证系统和方法. 中国: CN104181142A, 2014-12-03.[41] 田捷, 蒋仕新, 迟崇巍, 杨鑫. 内窥式光学分子影像导航系统和多光谱成像方法. 中国: CN104116497A, 2014-10-29.[42] 田捷, 惠辉, 董迪, 詹诗杰, 杨鑫. 一种光学多模态成像系统. 中国: CN103735251A, 2014-04-23.[43] 田捷, 惠辉, 董迪, 詹诗杰, 杨鑫. 一种光学多模态成像系统与方法. 中国: CN103735252A, 2014-04-23.[44] 田捷, 陶训强, 杨鑫. 基于全局脊线距离的交叉匹配指纹图像缩放方法. 中国: CN102521795B, 2014-04-23.[45] 田捷, 刘振宇, 董迪, 杨鑫, 王坤, 彭冬. 一种光声与X射线断层成像融合的成像系统. 中国: CN103690244A, 2014-04-02.[46] 田捷, 詹诗杰, 惠辉, 董迪, 杨鑫. 一种监测仪器的干扰屏蔽伸缩式装置. 中国: CN203502578U, 2014-03-26.[47] 田捷, 詹诗杰, 惠辉, 董迪, 杨鑫. 一种监测仪器的干扰屏蔽旋转装置. 中国: CN203490352U, 2014-03-19.[48] 田捷, 惠辉, 詹诗杰, 杨鑫. 一种光学多模态成像系统与方法. 中国: CN103610471A, 2014-03-05.[49] 杨鑫, 刘振宇, 田捷, 董迪, 马喜波, 彭冬. 一种集成光声与X射线断层成像的分离式成像系统. 中国: CN103519789A, 2014-01-22.[50] 田捷, 迟崇巍, 叶津佐, 杨鑫. 基于内窥镜的多光谱成像系统和方法. 中国: CN103340601A, 2013.10.09.[51] 田捷, 吴萍, 詹诗杰, 杨鑫. 旋转平台. 中国: CN302598716S, 2013.10.09.[52] 田捷, 郭进, 董迪, 杨鑫, 马喜波, 杨玉洁. 一种基于景深融合的光学投影断层成像图像获取方法. 中国: CN103308452A, 2013.09.18.[53] 田捷, 彭冬, 董迪, 杜洋, 杨鑫, 刘振宇. 一种光声和荧光循环互提升成像方法. 中国: CN103393408A, 2013-11-20.[54] 田捷, 彭冬, 董迪, 杜洋, 杨鑫, 刘振宇. 一种光声和光学融合的多模态成像系统. 中国: CN103389273A, 2013-11-13.[55] 田捷, 叶津佐, 迟崇巍, 杨鑫. 一种激发荧光实时成像系统及方法. 中国: CN103385696A, 2013-11-13.[56] 田捷, 郭进, 董迪, 杨鑫, 马喜波, 施亮亮. 一种位置可调的光学投影断层成像系统样本固定装置. 中国: CN103364254A, 2013-10-23.[57] 田捷, 尤优博, 董迪, 杨鑫, 刘振宇, 卫文娟. 一种基于模态融合的大脑网络功能连接偏侧性检测方法. 中国: CN103345749A, 2013-10-09.[58] 田捷, 詹诗杰, 杨鑫. 小动物光学多模融合分子影像成像设备. 中国: CN302600134S, 2013-10-09.[59] 田捷, 杨玉洁, 董迪, 杨鑫, 詹诗杰, 郭进. 自动防辐射的FMT和CT双模成像系统. 中国: CN103330549A, 2013-10-02.[60] 田捷, 尤优博, 杨鑫, 董迪, 刘振宇, 卫文娟. 一种基于模态融合的默认态脑网络中心节点检测方法. 中国: CN103325119A, 2013-09-25.[61] 田捷, 迟崇巍, 叶津佐, 杨鑫. 基于内窥镜的多光谱视频导航系统和方法. 中国: CN103300812A, 2013-09-18.[62] 田捷, 吴萍, 杨鑫, 王坤. 一种基于迭代重加权的生物自发荧光断层成像方法. 中国: CN103300829A, 2013-09-18.[63] 马喜波, 田捷, 刘学彦, 杨鑫. 基于正则化迭代的有限角度光声成像重建方法及装置. 中国: CN103310472A, 2013-09-18.[64] 杨鑫, 尤优博, 田捷, 董迪, 杨玉洁, 郭进. 一种分离式多模态融合的三维成像系统. 中国: CN103300828A, 2013-09-18.[65] 田捷, 贾晓飞, 臧亚丽, 杨鑫. 基于多尺度三模式纹理特征的仿造指纹检测方法和系统. 中国: CN103279744A, 2013-09-04.[66] 田捷, 董迪, 秦承虎, 杨鑫. 一种定位光学投影断层成像旋转中心的方法. 中国: CN102512140B, 2013-07-24.[67] Tian, Jie, Yang, Xin, Li, Peng. SECURE REGISTRATION-FREE FINGERPRINT AUTHENTICATION METHOD AND SYSTEM BASED ON LOCAL FEATURES. CN: US20130173927(A1), 2013-07-04.[68] 田捷, 吴萍, 李勇保, 宁楠楠, 杨鑫. 滚筒式多模融合三维断层成像系统和方法. 中国: CN103082997A, 2013-05-08.[69] 杨鑫, 田捷, 李勇保, 薛贞文. 基于CUDA架构的CT在线重建与实时可视化方法. 中国: CN103077547A, 2013-05-01.[70] 田捷, 杨鑫, 李鹏. 基于局部特征的免配准安全指纹认证方法和系统. 中国: CN103080952A, 2013-05-01.[71] 田捷, 迟崇巍, 叶津佐, 杨鑫. 视野可调双视频融合成像系统. 中国: CN103006326A, 2013-04-03.[72] 田捷, 郭伟, 杨鑫. 基于乘子法的自发荧光断层成像重建方法. 中国: CN102988026A, 2013-03-27.[73] 田捷, 彭冬, 刘学彦, 杨鑫. 基于自适应波束形成的光声断层成像装置. 中国: CN102973248A, 2013-03-20.[74] 田捷, 董迪, 杨鑫, 郭进. 基于图像重叠的选择性平面照射显微成像伪影去除方法. 中国: CN102982521A, 2013-03-20.[75] 田捷, 郭进, 董迪, 杨鑫. 自动处理景深的光学投影断层成像方法. 中国: CN102973246A, 2013-03-20.[76] 杨鑫, 田捷, 薛贞文, 李勇保. 自适应的荧光断层成像重建方法. 中国: CN102940482A, 2013-02-27.[77] 田捷, 秦承虎, 钟江宏, 杨鑫. 采用低维阵列探测的契伦科夫荧光断层成像系统与方法. 中国: CN102335005A, 2012.02.01.[78] 田捷, 臧亚丽, 杨鑫. 一种基于Sigmoid扩展的指纹分数融合系统及方法. 中国: CN102819754A, 2012-12-12.[79] 田捷, 迟崇巍, 秦承虎, 杨鑫. 基于双相机的多光谱成像系统和方法. 中国: CN102809429A, 2012-12-05.[80] TIAN, Jie, YANG, Xin, LIU, Kai, HAN, Dong, QIN, Chenghu. SYSTEM AND METHOD FOR SPECIFICITY-BASED MULTIMODALITY THREE- DIMENSIONAL OPTICAL TOMOGRAPHY IMAGING. 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Progress in Biomedical Optics and Imaging - SPIEnull. 2009, http://ir.ia.ac.cn/handle/173211/5437.[122] Li Peng, Yang Xin, Su Qi, Zhang Yangyang, Tian Jie, Tistarelli M, Nixon MS. A Novel Fingerprint Matching Algorithm Using Ridge Curvature Feature. ADVANCES IN BIOMETRICSnull. 2009, 5558: 607-616, [123] Li Peng, Yang Xin, Cao Kai, Shi Peng, Tian Jie, Tistarelli M, Nixon MS. Security-Enhanced Fuzzy Fingerprint Vault Based on Minutiae's Local Ridge Information. ADVANCES IN BIOMETRICSnull. 2009, 5558: 930-939, [124] Li Jianjie, Yang Xin, Tian Jie, Shi Peng, Li Peng, IEEE. Topological Structure-based Alignment for Fingerprint Fuzzy Vault. 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6null. 2008, 2817-2820, [125] Zhang Yangyang, Tian Jie, Cao Kai, Li Peng, Yang Xin, IEEE. Improving Efficiency of Fingerprint Matching by Minutiae Indexing. 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6null. 2008, 2808-2811, [126] 田捷, 杨鑫. 生物特征加密技术概述（一）. 中国自动识别技术. 2008, 98-101, http://lib.cqvip.com/Qikan/Article/Detail?id=27688419.[127] 田捷, 杨鑫. 生物特征加密技术概述（二）. 中国自动识别技术. 2008, 93-96, http://lib.cqvip.com/Qikan/Article/Detail?id=27688161.[128] Qin, Chenghu, Tian, Jie, Yang, Xin, Liu, Kai, Yan, Guorui, Feng, Jinchao, Lv, Yujie, Xu, Min. Galerkin-based meshless methods for photon transport in the biological tissue. OPTICS EXPRESS[J]. 2008, 16(25): 20317-20333, http://www.irgrid.ac.cn/handle/1471x/1006055.[129] 时鹏, 田捷, 苏琪, 杨鑫. 基于奇异点邻近结构的快速指纹识别. 软件学报[J]. 2008, 19(12): 3134-3146, http://lib.cqvip.com/Qikan/Article/Detail?id=28816357.[130] 田捷, 杨鑫. 生物特征加密技术概述（三）. 中国自动识别技术. 2008, 93-97, http://lib.cqvip.com/Qikan/Article/Detail?id=27990613.[131] Chen Changhong, Liang Jimin, Hu Haihong, Jiao Licheng, Yang Xin, Lee SW, Li SZ. Factorial hidden Markov models for gait recognition. ADVANCES IN BIOMETRICS, PROCEEDINGSnull. 2007, 4642: 124-+, [132] 何晓光, 田捷, 毋立芳, 张瑶瑶, 杨鑫. 基于形态学商图像的光照归一化算法. 软件学报. 2007, 18(9): 2318-2325, http://lib.cqvip.com/Qikan/Article/Detail?id=25322555.[133] HE XiaoGuang, TIAN Jie, WU LiFang, ZHANG YaoYao, YANG Xin. 基于形态学商图像的光照归一化算法. 软件学报[J]. 2007, 18(9): 2318-2325, http://lib.cqvip.com/Qikan/Article/Detail?id=25322555.[134] Shi Peng, Tian Jie, Su Qi, Yang Xin, IEEE. A novel fingerprint matching algorithm based on minutiae and global statistical features. 2007 FIRST IEEE INTERNATIONAL CONFERENCE ON BIOMETRICS: THEORY, APPLICATIONS AND SYSTEMSnull. 2007, 127-132, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000255193800023.[135] 何晓光, 田捷, 何余良, 杨鑫. 生物特征信息处理开发包BITK及其应用平台. 计算机仿真[J]. 2007, 24(8): 185-190, http://lib.cqvip.com/Qikan/Article/Detail?id=25322173.[136] 杨鑫, 时鹏, 胡瑾, 田捷, 陈新建. 一种指纹合成的方法及其实现. 软件学报[J]. 2007, 18(3): 517-526, http://lib.cqvip.com/Qikan/Article/Detail?id=24042409.[137] Li, Liang, Tian, Jie, Yang, Xin, Chen, H, Wang, FY, Yang, CC, Zeng, D, Chau, M, Chang, K. A novel identity authentication technique without trustworthy third-party based on fingerprint verification. INTELLIGENCE AND SECURITY INFORMATICS, PROCEEDINGS[J]. 2006, 3917(2006): 175-176, http://www.irgrid.ac.cn/handle/1471x/1005788.[138] 杨鑫. 基于局部三角结构特征集的形变指纹匹配算法. IEEE Transactions on Information, Forensics and Security. 2006, [139] 杨鑫. 基于拓扑结构的指纹匹配算法. IEEE Transactions on Image Processing. 2006, [140] Tian, Jie, Li, Liang, Yang, Xin. Fingerprint-based identity authentication and digital media protection in network environment. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY[J]. 2006, 21(5): 861-870, http://www.irgrid.ac.cn/handle/1471x/1005769.[141] Chen, Xinjian, Tian, Jie, Yang, Xin, Zhang, Yangyang. An algorithm for distorted fingerprint matching based on local triangle feature set. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2006, 1(2): 169-177, http://www.irgrid.ac.cn/handle/1471x/1005625.[142] 谢卫华, 田捷, 杨鑫. 基于低配置DSP内核的指纹识别软件设计. 计算机仿真[J]. 2006, 23(3): 177-179,214, http://lib.cqvip.com/Qikan/Article/Detail?id=21539815.[143] 田捷, 何余良, 陈宏, 杨鑫. 一种基于相似度聚类方法的指纹识别算法. 中国科学：E辑[J]. 2005, 35(2): 186-199, http://lib.cqvip.com/Qikan/Article/Detail?id=12181673.[144] 田捷, 何余良, 陈宏, 杨鑫. 一种基于相似度聚类方法的指纹识别算法. 中国科学：E辑. 2005, 35(2): 186-199, http://lib.cqvip.com/Qikan/Article/Detail?id=12181673.[145] 田捷, 何余良, 杨鑫, 张堂辉. 基于相似度直方图的混合指纹匹配方法. 计算机学报[J]. 2005, 28(10): 1728-1733, http://lib.cqvip.com/Qikan/Article/Detail?id=20267451.[146] 刘建勋, 杨鑫, 李恒华, 叶炜. 在电子商务中实现双层SSL安全通信. 计算机应用研究[J]. 2004, 21(2): 92-94, http://lib.cqvip.com/Qikan/Article/Detail?id=9021053.[147] 李醒飞, 杨鑫, 张国雄. 基于Dephi的多参数采集与实时控制系统. 电子测量与仪器学报[J]. 2004, 18(3): 54-59, http://lib.cqvip.com/Qikan/Article/Detail?id=11134144.[148] 张逊, 杨鑫. 自动卡片指纹识别系统的设计与实现. 计算机应用[J]. 2004, 24(9): 31-33, http://lib.cqvip.com/Qikan/Article/Detail?id=10280684.[149] 程建刚, 田捷, 何余良, 杨鑫. 基于非线性扩散滤波的指纹增强算法. 自动化学报[J]. 2004, 30(6): 854-862, http://lib.cqvip.com/Qikan/Article/Detail?id=11156451.[150] 杨鑫, 汪建新. 电梯导轨质检系统中误差补偿技术的研究. 现代计量测试. 2000, 8(1): 28-32, http://lib.cqvip.com/Qikan/Article/Detail?id=4047415.[151] 杨鑫, 张国雄, 汪建新, 李真. 电梯导轨几何参数检测装置研究（英文）. 天津大学学报：英文版. 1999, 40-44, http://lib.cqvip.com/Qikan/Article/Detail?id=1004431308.[152] 蒋诚志, 杨鑫, 张国雄. 光栅多普勒位移遥测技术的研究. 天津大学学报. 1999, 32(4): 410-, http://lib.cqvip.com/Qikan/Article/Detail?id=3542297.[153] 杨鑫, 蒋诚志. 光栅横向位移遥测中的辨向和移相技术. 应用光学. 1999, 20(5): 44-48, http://lib.cqvip.com/Qikan/Article/Detail?id=3818995.[154] 蒋诚志, 张国雄, 杨鑫. 激光光栅多普勒横向位移遥测传感器. 航空精密制造技术[J]. 1999, 35(2): 41-, [155] 杨鑫, 张国雄, 蒋诚志, 郭尚旗. 光栅横向位移遥测传感器. 光学精密工程. 1999, 7(1): 85-, http://lib.cqvip.com/Qikan/Article/Detail?id=3445546.[156] 张国雄, 杨鑫, 蒋诚志. 光栅横向位移遥测传感器的焦深分析. 仪器仪表学报. 1999, 20(2): 218-, http://lib.cqvip.com/Qikan/Article/Detail?id=3481087.[157] 杨鑫, 蒋诚志. 光栅多普勒位移遥测技术的研究. 天津大学学报. 1999, 32(4): 410-414, http://lib.cqvip.com/Qikan/Article/Detail?id=3542297.[158] 蒋诚志, 张晓芳, 洪昕, 杨鑫, 陈林才. 光栅位移激光多普勒遥测技术的研究. 光学学报[J]. 1998, 18(7): 923-, http://lib.cqvip.com/Qikan/Article/Detail?id=3064428.
发表著作
学分子影像技术及其应用 田捷、杨鑫、秦承虎，科学出版社，2010年
生物特征识别理论与应用 清华大学出版社
生物特征识别理论与应用 清华大学出版社
科研活动
科研项目
国家自然科学基金科学仪器基础研究专项，小动物在体自发荧光断层分子影像仪器设备，基金资助号：81027002（2011-2013），项目负责人
分子影像新理论与新方法的研究，国家重点基础研究发展计划（973计划）课题七，基金资助号：2006CB705707，2006-2011年，已结题，被评为优秀
低质量指纹图像的增强和形变指纹匹配算法的研究，国家自然科学基金面上项目，基金资助号：60575007，2006-2008年，结题评为优秀
基于马尔可夫随机场的指纹匹配算法的研究，国家自然科学基金青年科学基金项目，基金资助号：60303022，2004-2006年，结题评为优秀
分子影像新理论与新方法的研究，国家重点基础研究发展计划（973计划）课题七，基金资助号：2006CB705707，2006-2011年，已结题，被评为优秀
低质量指纹图像的增强和形变指纹匹配算法的研究，国家自然科学基金面上项目，基金资助号：60575007，2006-2008年，结题评为优秀
基于马尔可夫随机场的指纹匹配算法的研究，国家自然科学基金青年科学基金项目，基金资助号：60303022，2004-2006年，结题评为优秀
指导学生
贾晓飞 硕士研究生 081104-模式识别与智能系统 80146-自动化研究所
姚凯 硕士研究生 081104-模式识别与智能系统 80146-自动化研究所
代晓倩 硕士研究生 081104-模式识别与智能系统 80146-自动化研究所
张星 硕士研究生 081104-模式识别与智能系统 80146-自动化研究所