石繁槐 - 同济大学 - 电子与信息工程学院

个人简介

工学博士，副教授，IEEE会员。2006年3月毕业于上海交通大学获模式识别与智能系统专业博士学位；2006年4月起任教于上海交通大学，2008年5月-2009年6月美国密苏里大学计算机系博士后；2011年4月起受聘于同济大学，组建图像与视觉计算研究组；2011年8月入选上海市浦江人才计划。先后主持或作为关键技术负责人完成国家自然科学基金（青年+面上）、国家高技术发展研究计划项目（863项目）、上海市科委基础研究重点项目、上海市科技兴农项目、国际合作交流项目等纵横向课题二十余项。已在国内外学术期刊、国际会议发表论文50余篇，代表性论文在Pattern Recognition、CVPR、MICCAI、Pattern Recognition Letters、Engineering Applications of Artificial Intelligence、Journal of Intelligent and Robotic Systems、International Journal of Advanced Manufacturing Technology和Robotica等国际主流学术期刊和会议上发表，获得国家发明专利授权8项，软件著作权3项。受邀担任Physica A，Imaging Science Journal，Pattern Recognition Letters, Machine Vision and Applications, Journal of Robotics and Computer Integrated Manufacturing, International Journal of Advanced Manufacturing Technology, Industrial Robot等国际学术期刊评审人。曾获上海交通大学优秀毕业生、美国3M公司创新奖一等奖、2008中国机械工业科学技术奖一等奖（排名第7）、2008上海市科技进步二等奖(排名第7)等多项荣誉和奖励。

研究领域

目前主要研究方向包括：1)图像分析与理解：目标检测与识别、图像/视频检索、智能视觉监控；2）三维重建：立体视觉、场景/目标三维建模、多目标运动分割、相机标定；3)智能(机器人)系统：机器学习、智能农业系统、视觉机器人系统。

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Yang, K.; Shi, F. Medium- and Long-Term Load Forecasting for Power Plants Based on Causal Inference and Informer. Appl. Sci. 2023, 13, 7696. Jingmin Shi, Fanhuai Shi, and Xixia Huang. Prediction of Maturity Date of Leafy Greens Based on Causal Inference and Convolutional Neural Network，Agriculture 2023, 13, 403. Ruyi Zhao, Fanhuai Shi. A novel strategy for pest disease detection of Brassica chinensis based on UAV imagery and deep learning, International Journal of Remote Sensing, 2022. Zhuang Qiang, Jingmin Shi, Fanhuai Shi. Phenotype Tracking of Leafy Greens Based on Weakly Supervised Instance Segmentation and Data Association, Agronomy, 2022. Zhuang Qiang, Fanhuai Shi. Pest disease detection of Brassica chinensis in wide scenes via machine vision: method and deployment, Journal of Plant Diseases and Protection, 2022. Ruyi Zhao, Fanhuai Shi. I2DKPCN: an unsupervised deep learning network, Applied Intelligence, 2022. Yuting Wang, Fanhuai Shi, and Xuefeng Tong. A Welding Defect Identification Approach in X-ray Images Based on Deep Convolutional Neural Networks. ICIC 2019, LNAI 11645, pp. 53–64, 2019.7.24.(EI) Yanli Zhang, Fanhuai Shi. Improved DSP Matching with Space-spanning Scales and SLIC Superpixels for Dense Scene Correspondences. Accepted by 36th Chinese Control Conference. (CCC’2017) July 26-28, 2017, Dalian, China. S. Huang, F. Shi and X. Yao, 'Sparse representation with dense matching for face recognition from single sample per person,' 2017 Chinese Automation Congress (CAC), Jinan, 2017, pp. 6557-6562. Shi F, Zhang Y. Improved DSP Matching with RPCA for Dense Correspondences[C]// International Conference Image Analysis and Recognition. Springer International Publishing, 2016:377-384. Fanhuai Shi, Jian Gao, Xixia Huang. An Affine Invariant Approach for Dense Wide Baseline Image Matching. International Journal of Distributed Sensor Networks. Vol. 12(12), 2016. Jian Gao, Fanhuai Shi: A Rotation and Scale Invariant Approach for Dense Wide Baseline Matching. ICIC’2014，LNCS 8588, pp: 345-356 Bijin Yan, Fanhuai Shi, Jiguang Yue: An Improved Image Corner Matching Approach. ICIC (1) 2013: 472-481. LNCS 7995. Xixia Huang, Fanhuai Shi and Hui Zhang. Adaptive Inverse Control Method Based on SVM-Fuzzy Rules Acquisition System for Twin-lift Spreader System, Proc. of the 2011 International Conference on Electrical Information and Mechatronics (ICEIM’2011),LNEE. Xixia Huang, Fanhuai Shi and Hui Zhang. SVM- based fuzzy rules acquisition system for Twin-lift spreader system, Proc. of the 2011 International Conference on Electrical Information and Mechatronics (ICEIM’2011),LNEE. Fanhuai Shi, Yongjian Xi, Xiaoling Li, Ye Duan. An Automation System of Rooftop Detection and 3D Building Modeling from Aerial Images, Journal of Intelligent and Robotic Systems, 62(3): 383-396,2011. Guorong Xuan, Yun Q. Shi, Jianzhong Teng, Xuefeng Tong, Peiqi Chai,Double-Threshold Reversible Data Hiding ,IEEE International Symposium on Circuits and Systems (ISCAS 2010), Paris, France, May 2010. Fanhuai Shi, Xixia Huang, Ye Duan and Shanben Chen. Part-based model for visual detection and localization of gas tungsten arc weld pool. International Journal of Advanced Manufacturing Technology, 47:1097–1104, 2010. Fanhuai Shi, Xixia Huang, Ye Duan. Robust Harris-Laplace Detector by Scale Multiplication. 5th International Symposium on Visual Computing(ISVC’2009), Las Vegas, Nevada, USA, LNCS 5875:265-274, Dec., 2009 (oral) Fanhuai Shi, Tao Lin, Shanben Chen. Efficient Weld Seam Detection for Robotic Welding Based on Local Image Processing. Industrial Robot. Vol.36, No.3, 277-283, 2009 Xixia Huang, Wei Gu, Fanhuai Shi, Shanben Chen，An Adaptive Inverse Control Method Based on SVM-Fuzzy Rules Acquisition System for Pulsed GTAW Process，International Journal of Advanced Manufacturing Technology , 44(7-8):686-694, October 2009. Xixia Huang, Fanhuai Shi, Wei Gu, Shanben Chen， SVM-based Fuzzy Rules Acquisition System for Pulsed GTAW Process, Engineering Applications of Artificial Intelligence , 22(8):1245-1255, December 2009. Xixia Huang, Jiansheng Pan, Fanhuai Shi, Shanben Chen.， Knowledge Model and Mechanism Model for Correcting Carbon Potential. International Heat Treatment and Surface Engineering , 2008,2(2):60-63 Guorong Xuan, Yun Q. Shi, Peiqi Chai, Xuefeng Tong, Jianzhong Teng, Jue Li, Reversible Binary Image Data Hiding By Run-Length Histogram Modification, The 19th International Conference on Pattern Recognition (ICPR 2008), December 8-11, 2008, Tampa, Florida, USA Jianhua Wang, Fanhuai Shi, Jing Zhang, Yuncai Liu: A new calibration model of camera lens distortion. Pattern Recognition, 41(2): 607-615, 2008. Jing Zhang, Fanhuai Shi, Yuncai Liu. “Adaptive Motion Selection for Online Hand-Eye Calibration”. Robotica, 2007. Guorong Xuan, Xia Cui, Yun Q. Shi, Wen Chen, Xuefeng Tong, Cong Huang, JPEG Steganalysis Based on Classwise Non-Principal Components Analysis and Multi-Directional Markov Model, 2007 IEEE International Conference on Multimedia and Expo (ICME 2007), July2-5 ,2007 Beijing , China Guorong Xuan, Yun Q. Shi, Peiqi Chai, Xia Cui, Zhicheng Ni, Xuefeng Tong, Optimum Histogram Pair Based Image Lossless DataEmbedding,International Workshop on Digital Watermarking (IWDW 2007),3-5 December, 2007, Guangzhou, China,(LNCS 5041, Springer, pp. 264-278). Jianhua Wang, Fanhuai Shi, Jing Zhang, Yuncai Liu. Camera calibration from a single frame of planar pattern. Proc. of ACIVS’2006, LNCS 4179: 576-587, 2006. Jing Zhang, Fanhuai Shi, and Yuncai Liu. Motion Segmentation by Multibody Trifocal Tensor Using Line Correspondence. Proc. of The 2006 International Conference of Pattern Recognition (ICPR’2006), Vol 1, pp 599-602, 2006. Jianhua Wang, Fanhuai Shi, Jing Zhang, Yuncai Liu. Camera calibration from a single frame of planar pattern. Proc. of ACIVS’2006, LNCS 4179: 576-587, 2006. Jing Zhang, Fanhuai Shi, and Yuncai Liu. Motion Segmentation by Multibody Trifocal Tensor Using Line Correspondence. Proc. of The 2006 International Conference of Pattern Recognition (ICPR’2006), Vol 1, pp 599-602, 2006. Fanhuai Shi, Jianhua Wang, Jing Zhang, Yuncai Liu. “Motion Segmentation of Multiple Translating Objects from Line Correspondences”, Pattern Recognition, 38(10), 1775-1778, 2005. Fanhuai Shi, Jianhua Wang, Jing Zhang, Yuncai Liu. Motion Segmentation of Multiple Translating Objects Using Line Correspondences, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR’2005), San Diego, USA, Jun. 2005. Vol I, pp:315-320. Fanhuai Shi, Jianhua Wang, Yuncai Liu. “An Approach to Improve Online Hand-Eye Calibration”. Proc. of 2nd Iberian Conf.on Pattern Recognition and Image Analysis (IbPRIA’2005), LNCS 3522, pp.647-655, 2005. Fanhuai Shi, Jing Zhang, Yuncai Liu, Zijian Zhao. “A Hand-Eye Robotic Model for Total Knee Replacement Surgery”. Proc. of 8th Int. Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI’2005), LNCS 3750, pp. 122-130, 2005. Fanhuai Shi, Xiaoyun Zhang and Yuncai Liu. “A New Method of Camera Pose Estimation Using 2D-3D Corner Correspondence”. Pattern Recognition Letters, 25(10), 1155-1163, 2004. 主要中文论文陈志良，石繁槐。结合双模板融合与孪生网络的鲁棒视觉目标跟踪方法[J]。中国图象图形学报. 游洋彪,石繁槐.短边顶点回归网络：新型自然场景文本检测器[J].哈尔滨工业大学学报,2021,53(12):89-97. 方晨晨,石繁槐.基于改进深度残差网络的番茄病害图像识别[J].计算机应用,2020,40(S1):203-208. 强壮,石繁槐.外观表征分析下动态更新相关滤波跟踪[J].中国图象图形学报,2020,25(06):1209-1220. 范栋轶, 石繁槐. 基于KCF与颜色直方图融合的长时目标跟踪算法[A]. 中国自动化学会、济南市人民政府.2017中国自动化大会（CAC2017）暨国际智能制造创新大会（CIMIC2017）论文集[C].中国自动化学会、济南市人民政府:,2017:8. 唐蔚博, 石繁槐. 基于带通滤波器和深度森林的自然场景文字快速检测[A]. 中国自动化学会、济南市人民政府.2017中国自动化大会（CAC2017）暨国际智能制造创新大会（CIMIC2017）论文集[C].中国自动化学会、济南市人民政府:,2017:7. 祝贤坦, 石繁槐. 基于BRISK特征点改进的跟踪学习检测方法[J]. 计算机工程, 2017, 43(2):268-272. 潘霁, 石繁槐. 基于RGB-D传感器的人体姿态估计[J]. 中国科技信息, 2016(1):52-54. 董培, 石繁槐. 基于小型无人机航拍图像的道路检测方法[J]. 计算机工程, 2015, 41(12):36-39. 潘霁, 石繁槐, 宣国荣. 基于Kinect彩色图像和深度信息的人体检测[C]// 全国计算机辅助设计与图形学会会议. 2014. 基于直方图对二值图像无损数据隐藏算法的改进，童学锋、侯海锋、宣国荣、施云庆，同济大学学报（自然科学版），2011 Vol.39，No.1 黄细霞，顾伟，石繁槐，陈善本。权重支持向量回归在线学习方法。上海交通大学学报，2009年 06期, pp:927-930。张婧，石繁槐，刘允才。基于运动选择的提高在线手眼标定精度自适应方法。上海交通大学学报, 2006 Vol.40, No.7, P.1089-1093 刘宏建，石繁槐，刘允才，罗毅, “基于机器人运动模式的手眼标定初值估计法”.上海交通大学学报, 39(3),pp.396-399,2005.