个人资料
个人简介个人简介二级教授，博士生导师，国务院特殊津贴专家，1964年9月出生，1985、1988、1996年分别于西安交通大学获学士、硕士和博士学位，1997-1999年西安电子科技大学博士后。1999年任西安电子科技大学副教授。2003-2004年上海高德威智能交通公司任总工。2004年至今，先后任长安大学副教授、教授、博导。曾任西安市政府参事。 研究领域与学术贡献主要研究领域为图像/视频技术及其在ITS中的应用、非线性图像处理理论及技术、图像处理与人工智能、智能交通理论及关键技术等。目前聚焦基于机器视觉的交通感知及交通预警方向，将人工智能与传统交通工程深度融合，形成“感知-分析-决策”的全链条技术体系。 长期深耕基于图像和视频的目标检测、分析、识别和跟踪技术，先后主持国家、省部级和产业化研究项目20余项。获国家发明专利30余件（其中大多获得产业化应用），开发的“汽车牌照识别系统”在国内首次实现了产业化应用，并成为主流产品，开发的视频事件检测系统也成功实现了产业化，目前已在国内大量推广应用。先后获国家科学技术进步二等奖1项，陕西省科学技术一等奖1项，中国公路学会科学技术特等奖1项，国防科学技术二等奖1项，山西省科学技术三等奖1项，中国公路学会科学技术三等奖1项，陕西省自然科学学术论文三等奖1项，上海市发明创造专利奖1项。 目前，致力构建多模态交通数据融合分析平台，推动智能交通检测技术从单一设备向系统级解决方案升级。 科研项目与产业化成果高效图象压缩编码技术：作为核心成员参与的项目获国防科技进步二等奖，相关技术成功应用于我国探月计划，为深空探测数据传输提供关键支撑。 高速公路汽车牌照识别系统：主持研发的系统获上海市发明创造专利奖和陕西省科技进步三等奖，形成5项专利和2项软件著作权，其产业化成果“高德威牌照识别系统”已成为国内知名品牌，市场占有率长期位居前列。 交通参数及交通事件检测系统：基于视频分析技术开发的系统通过国家交通安全设施质量检测认证，在全国隧道安全监测、高速公路管理等场景广泛应用。 公安车辆智能检测记录系统：被列为上海技术成果转换项目，已在全国多个公安交通管理部门部署。 桥梁层析成像检测技术：作为技术负责人完成的“稀土换能器及系统集成”项目获2010年陕西省科技进步一等奖。 学术成果与行业影响近年来，在《IEEE TPAMI》《IEEE TITS》《自动化学报》《通信学报》等国内外权威期刊及《CVPR》、《ECCV》、《ICCV》等国际顶级会议发表论文80余篇。其团队研发的基于机器视觉的交通感知技术入选《中国智能交通技术发展蓝皮书》，相关算法被纳入3项行业标准。 作为行业领军人物，积极推动产学研融合，与华为、海康威视等企业建立联合实验室，主导开发的“智能交通事件检测云平台”已在全国15个省份落地，年处理交通视频数据超10PB，为智慧城市建设提供重要技术支撑。 社会职务作为无党派代表人士，积极参政议政，曾兼任西安市政府参事、陕西省监察厅特邀监察员、中国知识界协会理事等，现兼任陕西省图形图象学会副理事长。 研究领域图像/视频技术及其在ITS中的应用、 非线性图像处理理论及技术、 图像处理与人工智能、智能交通理论及关键技术等， 目前主要开展基于机器视觉的交通感知及交通预警方面的研究工作。 开授课程
科研项目主持科研项目（按时间由近到远排序，共20项）1. 基于视频联动的高速公路全时空运行安全态势感知系统研究科研服务采购, 企业委托开发项目，主持 2. ATS载运装备物理与信息空间多源数据可信映射, 重大专项子课题，主持 3. 基于车辆轨迹时空图的抛洒物检测关键技术项目, 主持 4. 高速公路隧道全时空监控关键技术研究, 科研项目，主持 5. 多相机联动的交通目标检测跟踪及大范围时空重构, 面上项目，主持 6. 交通数据要素交换标准和价值提升方法研究, 主持 7. 车路协同中视频感知大数据平台建设, 主持 8. 3D空间中的图像逆投影及车辆目标检测跟踪, 面上项目，主持 9. 复杂环境下智能交通信息快速检测和识别技术, 863子项，主持 10. 基于物联网的车路协同主动安全技术研究, 交通部科技项目子项，主持 11. 基于多光谱火焰成像模型的隧道火灾早期预报技术研究，中央高校基本团队项目，主持 12. 基于视频的交通参数与交通事件检测技术研究，企业委托开发项目，主持 13. 基于视频的隧道火灾早期预报技术研究，陕西省工业攻关项目，主持 14. 基于高维马尔可夫网结构统计方法的高光谱图像分割研究, 国家自然基金，参与 15. 公路视频地理信息采集及管理技术研究, 陕西省交通科技项目，主持 16. 基于视频分析的城市交通状况发布, 企业委托开发项目，主持 17. 混凝土层析成像技术研究, 陕西省科技攻关项目，主持 18. 机动车车型分类系统研究, 企业委托开发项目，主持 19. 线阵CCD交通检测系统, 江西省交通科技项目，参与 20. 稀土换能器及系统集成的桥梁无损检测技术研究, 西部交通科技项目，参与 论文2025 Beyond Human Perception: Understanding Multi-Object World from Monocular View. CVPR2025. (Accept) Mono3DVLT: Monocular-Video-Based 3D Visual Language Tracking. CVPR2025. (Accept) A novel pipeline for tunnel multi-object tracking integrating cross-modality and motion model. EXPERT SYSTEMS WITH APPLICATIONS, 2025, 282: 127640. [DOI:10.1016/j.eswa.2025.127640] SmartTrack: Sparse multiple objects association with selective re-identification tracking. COMPUTERS & ELECTRICAL ENGINEERING, 2025, 123(B): 110116. [DOI:10.1016/j.compeleceng.2025.110116] Bootstrapping vision-language transformer for monocular 3D visual grounding. IET IMAGE PROCESSING, 2025, 19(1): e13315. [DOI:10.1049/ipr2.13315] Liang, Haoxiang; Song, Huansheng; Zhang, Shaoyang; Bu, Yongfeng. Highway spillage detection using an improved STPM anomaly detection network from a surveillance perspective. APPLIED INTELLIGENCE, 2025, 55(1): 7. [DOI:10.1007/s10489-024-06066-w] YCFA-Net: A unified framework for vehicle detection and fire anomaly recognition in tunnel scenarios. EXPERT SYSTEMS WITH APPLICATIONS, 2025, 280: 127443. [DOI:10.1016/j.eswa.2025.127443] 2024 YOLO-SA: An Efficient Object Detection Model Based on Self-attention Mechanism. In: WEB AND BIG DATA, PT IV, APWEB-WAIM 2023, Lecture Notes in Computer Science, 2024, 14334: 1-15. [DOI:10.1007/978-981-97-2421-5_1] Li, Kong; Cui, Hua; Dai, Zhe; Song, Huansheng. RVIFNet: Radar-Visual Information Fusion Network for All-Weather Vehicle Perception in Roadside Monitoring Scenarios. IEEE SENSORS JOURNAL, 2024, 24(23): 40105-40122. [DOI:10.1109/JSEN.2024.3481492] Li, Kong; Dai, Zhe; Zuo, Chen; Wang, Xuan; Cui, Hua; Song, Huansheng; Cui, Mengying. Scene adaptation in adverse conditions: a multi-sensor fusion framework for roadside traffic perception. JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS, 2024. [DOI:10.1080/15472450.2024.2390844] Yolo-3DMM for Simultaneous Multiple Object Detection and Tracking in Traffic Scenarios. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 25(8): 9467-9481. [DOI:10.1109/TITS.2024.3360875] A Nonoverlapping Sampling Approach With Peak Data Utilization for Hyperspectral Classification. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 21: 5502805. [DOI:10.1109/LGRS.2024.3359609] ECS-STPM: An Efficient Model for Tunnel Fire Anomaly Detection. In: WEB AND BIG DATA, PT IV, APWEB-WAIM 2023, Lecture Notes in Computer Science, 2024, 14334: 277-293. [DOI:10.1007/978-981-97-2421-5_19] Efficient Multi-object Detection for Complexity Spatio-Temporal Scenes. In: WEB AND BIG DATA, PT IV, APWEB-WAIM 2023, Lecture Notes in Computer Science, 2024, 14334: 186-200. [DOI:10.1007/978-981-97-2421-5_13] STTR-3D: Stereo Transformer 3D Network for Video-Based Disparity Change Estimation. In: WEB AND BIG DATA, PT IV, APWEB-WAIM 2023, Lecture Notes in Computer Science, 2024, 14334: 217-231. [DOI:10.1007/978-981-97-2421-5_15] 2023 Shi, Yanzi; Cui, Hua; Yin, Yaping; Song, Huansheng; Li, Yunsong; Gamba, Paolo. Transfer Learning With Nonlinear Spectral Synthesis for Hyperspectral Target Detection. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61: 5532517. [DOI:10.1109/TGRS.2023.3336688] Tang, Xinyao; Wang, Wei; Song, Huansheng; Li, Ying. Novel Optimization Approach for Camera Calibration in Traffic Scenes. TRANSPORTATION RESEARCH RECORD, 2023, 2677(3): 1048-1066. [DOI:10.1177/03611981221121268] Tang, Xinyao; Wang, Wei; Song, Huansheng; Zhao, Chunhui. CenterLoc3D: monocular 3D vehicle localization network for roadside surveillance cameras. COMPLEX & INTELLIGENT SYSTEMS, 2023, 9(4): 4349-4368. [DOI:10.1007/s40747-022-00962-9] Xu, Zhengchao; Dai, Zhe; Sun, Zhaoyun; Zuo, Chen; Song, Huansheng; Yuan, Changwei. Enhancing Pavement Distress Detection Using a Morphological Constraints-Based Data Augmentation Method. COATINGS, 2023, 13(4): 764. [DOI:10.3390/coatings13040764] Zhang, Wentao; Song, Huansheng; Liu, Lichen. Automatic Calibration for Monocular Cameras in Highway Scenes via Vehicle Vanishing Point Detection. JOURNAL OF TRANSPORTATION ENGINEERING PART A-SYSTEMS, 2023, 149(7): 04023050. [DOI:10.1061/JTEPBS.TEENG-7412] 2022 Liang, Haoxiang; Song, Huansheng; Yun, Xu; Sun, Shijie; Wang, Yingxuan; Zhang, Zhaoyang. Traffic incident detection based on a global trajectory spatiotemporal map. COMPLEX & INTELLIGENT SYSTEMS, 2022, 8(2, SI): 1389-1408. [DOI:10.1007/s40747-021-00602-8] Rakai, Lionel; Song, Huansheng; Sun, ShiJie; Zhang, Wentao; Yang, Yanni. Data association in multiple object tracking: A survey of recent techniques. EXPERT SYSTEMS WITH APPLICATIONS, 2022, 192: 116300. [DOI:10.1016/j.eswa.2021.116300] Parallelized Nonlinear Target Detection for Asbestos Identification in Large-Scale Remote Sensing Data. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19: 6016005. [DOI:10.1109/LGRS.2022.3223673] Song, Junfang; Fan, Yao; Song, Huansheng; Zhao, Haili. Target Tracking and 3D Trajectory Reconstruction Based on Multicamera Calibration. JOURNAL OF ADVANCED TRANSPORTATION, 2022, 2022: 5006347. [DOI:10.1155/2022/5006347] Zhang, Wentao; Song, Huansheng; Liu, Lichen; Li, Congliang; Mu, Bochen; Gao, Qian. Vehicle localisation and deep model for automatic calibration of monocular camera in expressway scenes. IET INTELLIGENT TRANSPORT SYSTEMS, 2022, 16(4): 459-473. [DOI:10.1049/itr2.12152] 2021 Chen, Yan; Song, Huan-sheng; Yang, Yan-ni; Wang, Gang-feng. Fault detection in mixture production process based on wavelet packet and support vector machine. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40(5): 10235-10249. [DOI:10.3233/JIFS-201803] Shi, Qin; Song, Huansheng; Sun, Shijie. A Novel Method for Automatic Extrinsic Parameter Calibration of RGB-D Cameras. DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2021, 2021: 5251898. [DOI:10.1155/2021/5251898] Song, Junfang; Song, Huansheng; Wang, Shuyu. PTZ camera calibration based on improved DLT transformation model and vanishing Point constraints. OPTIK, 2021, 225: 165875. [DOI:10.1016/j.ijleo.2020.165875] Sun, Shijie; Akhtar, Naveed; Song, HuanSheng; Mian, Ajmal S.; Shah, Mubarak. Deep Affinity Network for Multiple Object Tracking. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 43(1): 104-119. [DOI:10.1109/TPAMI.2019.2929520] Wang, Wei; Song, Huansheng; Zhang, Zhaoyang; Cui, Hua. Landslide Multi-attitude Data Measurement of Bedding Rock Slope Model. INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2021, 48(5): 928-939. [DOI:10.1007/s10766-019-00638-x] Wu, Feifan; Song, Huansheng; Dai, Zhe; Wang, Wei; Li, Junyan. Multi-camera traffic scene mosaic based on camera calibration. IET COMPUTER VISION, 2021, 15(1): 47-59. [DOI:10.1049/cvi2.12009] Yang, Yanni; Song, Huansheng; Sun, Shijie; Chen, Yan; Tang, Xinyao; Shi, Qin. A feature temporal attention based interleaved network for fast video object detection. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2021. [DOI:10.1007/s12652-021-03309-3] Yang, Yanni; Song, Huansheng; Sun, Shijie; Zhang, Wentao; Chen, Yan; Rakal, Lionel; Fang, Yong. A fast and effective video vehicle detection method leveraging feature fusion and proposal temporal link. JOURNAL OF REAL-TIME IMAGE PROCESSING, 2021, 18(4, SI): 1261-1274. [DOI:10.1007/s11554-021-01121-y] 2020 Cui, Hua; Yuan, Gege; Liu, Ni; Xu, Mingyuan; Song, Huansheng. Convolutional neural network for recognizing highway traffic congestion. JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 24(3, SI): 279-289. [DOI:10.1080/15472450.2020.1742121] Dai, Zhe; Song, Huansheng; Liang, Haoxiang; Wu, Feifan; Wang, Xuan; Jia, Jinming; Fang, Yong. Traffic parameter estimation and control system based on machine vision. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020. [DOI:10.1007/s12652-020-02052-5] Liang, Haoxiang; Song, Huansheng; Li, Huaiyu; Dai, Zhe. Vehicle Counting System using Deep Learning and Multi-Object Tracking Methods. TRANSPORTATION RESEARCH RECORD, 2020, 2674(4): 114-128. [DOI:10.1177/0361198120912742] Lu, Shengnan; Wang, Yuping; Song, Huansheng. A high accurate vehicle speed estimation method. SOFT COMPUTING, 2020, 24(2): 1283-1291. [DOI:10.1007/s00500-019-03965-w] Ma, QuanMeng; Jiang, Guang; Lai, DianZhi; Cui, Hua; Song, Huansheng. Fast, Accurate Vehicle Detection and Distance Estimation. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2020, 14(2): 610-630. [DOI:10.3837/tiis.2020.02.008] Meng, Qiao; Song, Huansheng; Zhang, Yu'an; Zhang, Xiangqing; Li, Gang; Yang, Yanni. Video-Based Vehicle Counting for Expressway: A Novel Approach Based on Vehicle Detection and Correlation-Matched Tracking Using Image Data from PTZ Cameras. MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020: 1969408. [DOI:10.1155/2020/1969408] Song, Huansheng; Liang, Haoxiang; Li, Huaiyu; Dai, Zhe; Yun, Xu. Vision-based vehicle detection and counting system using deep learning in highway scenes. EUROPEAN TRANSPORT RESEARCH REVIEW, 2019, 11(1): 51. [DOI:10.1186/s12544-019-0390-4] Wang, Wei; Song, Huansheng; Zhang, Zhaoyang; Cui, Hua. Landslide Multi-attitude Data Measurement of Bedding Rock Slope Model. INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2020, 48(5): 928-939. [DOI:10.1007/s10766-019-00638-x] Zhu, Liya; Song, Huansheng; Zhang, Xi; Yan, Maode; Zhang, Tao; Wang, Xiaoyan; Xu, Juan. A robust meaningful image encryption scheme based on block compressive sensing and SVD embedding. SIGNAL PROCESSING, 2020, 175: 107629. [DOI:10.1016/j.sigpro.2020.107629] 2019 Dai, Zhe; Song, Huansheng; Wang, Xuan; Fang, Yong; Yun, Xu; Zhang, Zhaoyang; Li, Huaiyu. Video-Based Vehicle Counting Framework. IEEE ACCESS, 2019, 7: 64460-64470. [DOI:10.1109/ACCESS.2019.2914254] Li, Gang; Song, Huansheng; Liao, Zheng. An Effective Algorithm for Video-Based Parking and Drop Event Detection. COMPLEXITY, 2019: 2950287. [DOI:10.1155/2019/2950287] Liu, Lidong; Wang, Yanan; Li, Yi; Feng, Xiaoran; Song, Huansheng; He, Zhili; Guo, Chen. Noise Robust Method for Analytically Solvable Chaotic Signal Reconstruction. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2019, 38(9): 4096-4114. [DOI:10.1007/s00034-019-01043-y] Meng, Qiao; Song, Huansheng; Li, Gang; Zhang, Yu'an; Zhang, Xiangqing. A Block Object Detection Method Based on Feature Fusion Networks for Autonomous Vehicles. COMPLEXITY, 2019: 4042624. [DOI:10.1155/2019/4042624] Song, Huansheng; Li, Chan; Wu, Feifan; Dai, Zhe; Wang, Wei; Zhang, Zhaoyang; Fang, Yong. 3D vehicle model-based PTZ camera auto-calibration for smart global village. SUSTAINABLE CITIES AND SOCIETY, 2019, 46: 101401. [DOI:10.1016/j.scs.2018.12.029] Sun, Shijie; Akhtar, Naveed; Song, Huansheng; Zhang, Chaoyang; Li, Jianxin; Mian, Ajmal. Benchmark Data and Method for Real-Time People Counting in Cluttered Scenes Using Depth Sensors. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 20(10): 3599-3612. [DOI:10.1109/TITS.2019.2911128] Wu, Xia; Zhao, Xiangmo; Song, Huansheng; Xin, Qi; Yu, Shaowei. Effects of the prevision relative velocity on traffic dynamics in the ACC strategy. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 515: 192-198. [DOI:10.1016/j.physa.2018.09.172] Zhang, Wentao; Song, Huansheng; Liu, Lichen; Li, Congliang; Mu, Bochen; Gao, Qian. Vehicle localisation and deep model for automatic calibration of monocular camera in expressway scenes. IET INTELLIGENT TRANSPORT SYSTEMS, 2022, 16(4): 459-473. [DOI:10.1049/itr2.12152] Zhu, Liya; Song, Huansheng; Zhang, Xi; Yan, Maode; Zhang, Liang; Yan, Tao. A Novel Image Encryption Scheme Based on Nonuniform Sampling in Block Compressive Sensing. IEEE ACCESS, 2019, 7: 22161-22174. [DOI:10.1109/ACCESS.2019.2897721] 2018 Cui, Hua; Wei, Zefa; Wang, Xuan; Song, Xinxin; Li, Pannong; Song, Huansheng; Ma, Xiang. Early ramp warning using vehicle behavior analysis. SOFT COMPUTING, 2018, 22(5, SI): 1421-1432. [DOI:10.1007/s00500-017-2827-9] Song, Huansheng; Wang, Xuan; Hua, Cui; Wang, Weixing; Guan, Qi; Zhang, Zhaoyang. Vehicle trajectory clustering based on 3D information via a coarse-to-fine strategy. SOFT COMPUTING, 2018, 22(5, SI): 1433-1444. [DOI:10.1007/s00500-017-2831-0] Liu, Danli; Liang, Zhonghua; Ma, La'ning; Song, Huansheng. Improved Ultra-wideband Pulse Shaping Technique Based on Spectrum Shifted Gaussian Waveforms. In: COMMUNICATIONS AND NETWORKING, CHINACOM 2017, PT I, Lecture Notes of the Institute for Computer Sciences Social Informatics and Telecommunications Engineering, 2018, 236: 135-145. [DOI:10.1007/978-3-319-78130-3_15] Wang, Xuan; Song, Huansheng; Guan, Qi; Cui, Hua; Zhang, Zhaoyang; Liu, Haiying. Vehicle motion segmentation using rigid motion constraints in traffic video. SUSTAINABLE CITIES AND SOCIETY, 2018, 42: 547-557. [DOI:10.1016/j.scs.2018.07.026] Wang, Xuan; Song, Huansheng; Cui, Hua. Pedestrian abnormal event detection based on multi-feature fusion in traffic video. OPTIK, 2018, 154: 22-32. [DOI:10.1016/j.ijleo.2017.09.104] 2017 Liang, Zhonghua; Zang, Junshan; Yang, Xiaojun; Dong, Xiaodai; Song, Huansheng. Low-Density Parity-Check Codes for Noncoherent UWB Communication Systems. CHINA COMMUNICATIONS, 2017, 14(7): 152-162. Liang, Zhonghua; Zang, Junshan; Yang, Xiaojun; Dong, Xiaodai; Song, Huansheng. Integration Interval Determination and Decision Threshold Optimization for Improved TRPC-UWB Communication Systems. CHINA COMMUNICATIONS, 2017, 14(5): 185-192. Li, Gang; Song, Huansheng; Wang, Shuyu; Kong, Jinliang. Application of Image Processing and Three-Dimensional Data Reconstruction Algorithm Based on Traffic Video in Vehicle Component Detection. MATHEMATICAL PROBLEMS IN ENGINEERING, 2017, 2017: 4145625. [DOI:10.1155/2017/4145625] 2016 Tao, Gang; Song, Huansheng; Liu, Jun; Zou, Jiao; Chen, Yanxiang. A traffic accident morphology diagnostic model based on a rough set decision tree. TRANSPORTATION PLANNING AND TECHNOLOGY, 2016, 39(8, SI): 751-758. [DOI:10.1080/03081060.2016.1231894] Liang, Zhonghua; Dong, Xiaodai; Yang, Xiaojun; Song, Huansheng. Digital Weighted Autocorrelation Receiver Using Channel Characteristic Sequences for Transmitted Reference UWB Communication Systems. In: 2016 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, 2016. Wen Jiang; Zhang Zhaoyang; Song Huansheng; Pang Fenglan. A Vehicle Trajectory Analysis Approach Based on the Rigid Constraints of Object in 3-D Space. In: PATTERN RECOGNITION (CCPR 2016), PT I, Communications in Computer and Information Science, 2016, 662: 42-52. [DOI:10.1007/978-981-10-3002-4_4] 2015 Cui, Hua; Yan, Gabeng; Song, Huansheng. A novel curvelet thresholding denoising method based on chi-squared distribution. SIGNAL IMAGE AND VIDEO PROCESSING, 2015, 9(2): 491-498. [DOI:10.1007/s11760-014-0685-9] Cui, Hua; Peng, Lingling; Song, Huansheng; Wang, Guofeng; Li, Jiancheng; Guo, Lu; Yuan, Chao. Dempster-Shafer Multifeature Fusion for Pedestrian Detection. ADVANCES IN MECHANICAL ENGINEERING, 2015, 7(1): 454058. [DOI:10.1155/2014/454058] Song, Huan-Sheng; Lu, Sheng-Nan; Ma, Xiang; Yang, Yuan; Liu, Xue-Qin; Zhang, Peng. Vehicle Behavior Analysis Using Target Motion Trajectories. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2014, 63(8): 3580-3591. [DOI:10.1109/TVT.2014.2307958] Ma, Xiang; Song, Huansheng; Qian, Xueming. Robust Framework of Single-Frame Face Superresolution Across Head Pose, Facial Expression, and Illumination Variations. IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2015, 45(2): 238-250. [DOI:10.1109/THMS.2014.2375329] Tao Gang; Song Huan-sheng; Yan Yong-gang; Jafari, Mohsen. Cause Analysis of Traffic Accidents Based on Degrees of Attribute Importance of Rough Set. In: IEEE 12TH INT CONF UBIQUITOUS INTELLIGENCE & COMP/IEEE 12TH INT CONF ADV & TRUSTED COMP/IEEE 15TH INT CONF SCALABLE COMP & COMMUN/IEEE INT CONF CLOUD & BIG DATA COMP/IEEE INT CONF INTERNET PEOPLE AND ASSOCIATED SYMPOSIA/WORKSHOPS, 2015: 1665-1669. [DOI:10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.303] Tian, Ye; Wang, Yangli; Song, Rui; Song, Huansheng. Accurate Vehicle detection and counting algorithm for traffic data collection. In: 2015 INTERNATIONAL CONFERENCE ON CONNECTED VEHICLES AND EXPO (ICCVE), 2015: 285-290. 2014 Liu, Lidong; Song, Huansheng; Feng, Xingle; Jin, Zhao. A noise robust method of distance measurement based on synchronization of chaotic oscillator. JOURNAL OF OPTOELECTRONICS AND ADVANCED MATERIALS, 2014, 16(1-2): 123-129. Lu Shengnan; Song Huansheng; Cui Hua; Wang Guofeng. A Point-based Tracking Algorithm for Vehicle Trajectories in Complex Environment. In: 2014 FIFTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND ENGINEERING APPLICATIONS (ISDEA), 2014: 69-73. Song, Junfang; Song, Huansheng; Wang, Weixing. An Accurate Vehicle Counting Approach Based on Block Background Modeling and Updating. In: 2014 7TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP 2014), 2014: 16-21. Wang, Guofeng; Li, Jiancheng; Zhang, Peng; Zhang, Xiao; Song, Huansheng. Pedestrian Speed Estimation Based on Direct Linear Transformation Calibration. In: 2014 INTERNATIONAL CONFERENCE ON AUDIO, LANGUAGE AND IMAGE PROCESSING (ICALIP), VOLS 1-2, 2014: 195-199. Xue, Ru; Song, Huansheng; Wu, Zongsheng; Liu, Youquan. An extended flow-based difference-of-Gaussians method of line drawing for polyhedral image. OPTIK, 2014, 125(17): 4624-4628. Zhang, Xiao; Song, Huansheng; Cui, Hua. Road Pedestrian Detection Based on a Cascade of Feature Classifiers. In: 2014 INTERNATIONAL CONFERENCE ON AUDIO, LANGUAGE AND IMAGE PROCESSING (ICALIP), VOLS 1-2, 2014: 948-951. 2013 Liu, Lidong; Song, Huansheng; Feng, Xingle; Hu, Jinfeng; Wang, Guofeng. A robust chaos synchronization method under parameter mismatch. OPTOELECTRONICS AND ADVANCED MATERIALS-RAPID COMMUNICATIONS, 2013, 7(1-2): 154-156. 2012 Liu Song-He; Song Huan-Sheng; Qi Shu-Min; Zhang Jun. Achieving Non-polluting Cache Accessing by Using Data Valid Tag Splitting. In: PROCEEDINGS OF 2012 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2012), 2012: 477-481. Liu Song-He; Song Huan-Sheng; Qi Shu-Min; Zhang Jun. Mitigating the Cache Data Pollution by Using Branch Path Tracking. In: PROCEEDINGS OF 2012 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2012), 2012: 574-578. 2008 Zhao Ziyu; Dan Shuheng; Jiang Xiuchen; Ma Naixiang; Luo Liwen; Song Huansheng; Liu Chongfang. Measurement of Internal Pressure of Vacuum Tubes by Micro-discharge and Emission Current. In: ISDEIV 2008: PROCEEDINGS OF THE XXIIIRD INTERNATIONAL SYMPOSIUM ON DISCHARGES AND ELECTRICAL INSULATION IN VACUUM, VOLS 1 AND 2, 2008: 141+. 2005 Song, HS; Wang, GQ; Zhao, XM. A new adaptive multistage median filter. In: PDCAT 2005: SIXTH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED COMPUTING, APPLICATIONS AND TECHNOLOGIES, PROCEEDINGS, 2005: 826-828. 科技成果先后获国家科学技术进步二等奖1项，陕西省科学技术一等奖1项，中国公路学会科学技术特等奖1项，国防科学技术二等奖1项，山西省科学技术三等奖1项，中国公路学会科学技术三等奖1项，陕西省自然科学学术论文三等奖1项，上海市发明创造专利奖1项。 荣誉奖励先后获国家科学技术进步二等奖1项，陕西省科学技术一等奖1项，中国公路学会科学技术特等奖1项，国防科学技术二等奖1项，山西省科学技术三等奖1项，中国公路学会科学技术三等奖1项，陕西省自然科学学术论文三等奖1项，上海市发明创造专利奖1项。 工作经历1988.9-1993.9,西安公路学院信控系，讲师；1997.1- 1999.6,西安电子科技大学，博士后；1999.7-2003.8，西安电子科技大学，副教授；2001.6-2004.11，上海高德威智能交通有限公司，总工程师；2004.12-现在，先后任长安大学副教授、教授（2006.6-）、博导（2006.11-）、二级教授（2014.11-）。先后任长安大学信息学院副院长（2007.12-2011.11）、院长（2011.11-2018.6）、信网处处长（2018.7-2022.12）。 |