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个人简介

张浩鹏,北京航空航天大学宇航学院航天信息工程系(图像处理中心)副教授、本科教学副主任,分别于2008年和2014年在北京航空航天大学获学士和博士学位。 主讲本科生核心专业课《模式识别》《数字图像处理》《遥感技术》和《航天信息智能处理系统设计及应用》、本科生一般专业课《机器学习基础》《科研创新训练》、本科生通识课《LaTeX科技论文写作》、研究生专业理论课《数字图像处理及应用》《计算机视觉专题探讨》等课程;指导硕士研究生11人,已毕业7人,其中1人获评国家奖学金、2人获评北航优秀毕业生;指导本科毕业设计2人获全国毕设大赛二等奖;指导北航“冯如杯”学生学术科技作品竞赛二等奖2项、三等奖4项;担任本科201517班班主任,曾任宇航学院2007级本科生辅导员、2014级硕士研究生辅导员、博士研究生辅导员、本科151515班、207512班班主任;获2017年北航青年教师教学基本功大赛二等奖、2018年何鸿燊奖教金一等奖、2018年北航生产实习优秀指导教师二等奖等教学奖励。 先后主持及合作承担自然科学基金、重点研发计划、863、预先研究、高分辨率对地观测重大专项、航天创新基金等国家重大项目以及其它横向课题多项;在国内外学术期刊和会议上已发表学术论文70余篇,其中SCI检索30余篇;以第一发明人授权发明专利15项;北京图象图形学学会理事、青年委员会副主任委员,中国图象图形学学会视觉传感专委会委员,IEEE和SPIE会员;担任IEEE TIP、TGRS、TMM、TIE、TSMC等多种SCI期刊审稿人;研究主要集中于图像处理、计算机视觉、机器学习等人工智能技术基础理论及其在航天、遥感和医学等领域应用。 教育经历 2004.9 -- 2008.7 北京航空航天大学 探测制导与控制技术 大学本科毕业 学士学位 2011.9 -- 2013.3 Rutgers University 计算机视觉 国家公派联合培养 2008.9 -- 2014.1 北京航空航天大学 模式识别与智能系统 博士研究生毕业 博士学位 工作经历 2020.8 -- 至今 北京航空航天大学 宇航学院航天信息工程系(图像处理中心) 副教授 2014.7 -- 2020.8 北京航空航天大学 宇航学院图像处理中心 讲师

研究领域

图像处理、图像理解、模式识别、计算机视觉、机器学习等,具体包括: 1)遥感图像处理与分析 2)目标检测与识别 3)图像增强、复原与重建 4)三维重建与三维数据处理 5)机器学习方法及应用,如无监督/弱监督学习、小样本学习、可解释AI、深度学习、度量学习、流形学习、核方法、回归分析等

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)

Multi-Frame Super-Resolution With Raw Images Via Modified Deformable Convolution Gongzhe Li, Linwei Qiu, Haopeng Zhang, Fengying Xie, Zhiguo Jiang IEEE ICASSP, 2022 A Two-Stage Shake-Shake Network for Long-tailed Recognition of SAR Aerial View Objects Gongzhe Li, Linpeng Pan, Linwei Qiu, Zhiwen Tan, Fengying Xie, Haopeng Zhang* 18th IEEE Workshop on Perception Beyond the Visible Spectrum (PBVS Workshop 2022) in conjunction with CVPR 2022 Few-Shot Multi-Class Ship Detection in Remote Sensing Images Using Attention Feature Map and Multi-Relation Detector Haopeng Zhang*, Xingyu Zhang, Gang Meng, Chen Guo, Zhiguo Jiang Remote Sensing, 2022 Encoding Histopathology Whole Slide Images with Location-aware Graphs for Diagnostically Relevant Regions Retrieval Yushan Zheng, Zhiguo Jiang*, Jun Shi*, Fengying Xie, Haopeng Zhang, Wei Luo, Dingyi Hu, Shujiao Sun, Zhongmin Jiang, and Chenghai Xue Medical Image Analysis, 2022 Weakly Supervised Histopathological Image Representation Learning based on Contrastive Dynamic Clustering Jun Li, Zhiguo Jiang, Yushan Zheng*, Haopeng Zhang, Jun Shi, Dingyi Hu, Wei Luo, Zhongmin Jiang, and Chenghai Xue SPIE Medical Imaging, 2022 Hyperspectral Image Classification using Spectral-spatial Hypergraph Convolution Neural Network Zhongtian Ma, Zhiguo Jiang, Haopeng Zhang SPIE Remote Sensing, 2021 Hyperspectral Image Classification using Feature Fusion Hypergraph Convolution Neural Network Zhongtian Ma, Zhiguo Jiang, Haopeng Zhang IEEE Transactions on Geoscience and Remote Sensing, 2021 Self-Attention Fusion Module for Single Remote Sensing Image Super-Resolution Han Mei, Haopeng Zhang, Zhiguo Jiang IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021 Few Shot Object Detection in Remote Sensing Images Xingyu Zhang, Haopeng Zhang, Zhiguo Jiang SPIE Remote Sensing, 2021 Diagnostic Regions Attention Network (DRA-Net) for Histopathology WSI Recommendation and Retrieval Yushan Zheng, Zhiguo Jiang*, Jun Shi, Fengying Xie, Haopeng Zhang, Huai Jianguo, Cao Ming, and Yang Xiaomiao IEEE Transactions on Medical Imaging, 2021 Stain Standardization Capsule For Application-driven Histopathological Image Normalization Yushan Zheng, Zhiguo Jiang*, Haopeng Zhang, Fengying Xie, Dingyi Hu, Shujiao Sun, Jun Shi, and Chenghai Xue IEEE Journal of Biomedical and Health Informatics, 2021 Out-of-Region Keypoint Localization for 6D Pose Estimation Xin Zhang, Zhiguo Jiang, and Haopeng Zhang* Image and Vision Computing, 2020 Non-pairwise-trained Cycle Convolutional Neural Network for Single Remote Sensing Image Super-Resolution Haopeng Zhang, Pengrui Wang and Zhiguo Jiang IEEE Transactions on Geoscience and Remote Sensing, 2020 Tracing Diagnosis Paths on Histopathology WSIs for Diagnostically Relevant Case Recommendation Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, and Jun Shi Medical Image Computing and Computer Assisted Interventions (MICCAI), 2020 Informative retrieval framework for histopathology whole slides images based on deep hashing network Dingyi Hu, Yushan Zheng*, Haopeng Zhang, Jun Shi, Fengying Xie, and Zhiguo Jiang IEEE 17th International Symposium on Biomedical Imaging (ISBI), 2020 Cancer Sensitive Cascaded Networks (CSC-Net) for Efficient Histopathology Whole Slide Image Segmentation Shujiao Sun, Huining Yuan, Yushan Zheng*, Haopeng Zhang, Dingyi Hu, and Zhiguo Jiang IEEE 17th International Symposium on Biomedical Imaging (ISBI), 2020 Deep Learning Based Electric Pylon Detection in Remote Sensing Images Sijia Qiao,Yu Sun and Haopeng Zhang Remote Sensing(RS), 2020 A Comparable Study of CNN-Based Single Image Super-Resolution for Space-Based Imaging Sensors Haopeng Zhang, Pengrui Wang, Cong Zhang, and Zhiguo Jiang Sensors, 2019 Stain Standardization Capsule: A pre-processing module for histopathological image analysis Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Jun Shi, and Fengying Xie MICCAI 2019 Computational Pathology Workshop (COMPAY19) Real-time 6D pose estimation from a single RGB image Xin Zhang, Zhiguo Jiang, and Haopeng Zhang Image and Vision Computing, 2019 Vision-Based Satellite Recognition and Pose Estimation Using Gaussian Process Regression Haopeng Zhang, Cong Zhang, Zhiguo Jiang, Yuan Yao, and Gang Meng International Journal of Aerospace Engineering Volume, 2019 Star Detection and Accurate Centroiding for the Geosynchronous Interferometric Infrared Sounder of Fengyun-4A Haopeng Zhang, Yi Su, Lei Yang, Jian Shang, Chengbao Liu, Jing Wang, and Shengxiong Zhou IEEE Access, 2019 Adaptive Color Deconvolution For Histological WSI Normalization Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Jun Shi, and Chenghai Xue Computer Methods and Programs in Biomedicine, 2019 On-Board Ship Detection in Micro-Nano Satellite Based on Deep Learning and COTS Component Yuan Yao, Zhiguo Jiang, Haopeng Zhang, and Yu Zhou Remote Sensing, 2019 Online Exemplar-Based Fully Convolutional Network for Aircraft Detection in Remote Sensing Images Bowen Cai, Zhiguo Jiang, Haopeng Zhang, Yuan Yao and Shanlan Nie IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2018 Higher Order Support Vector Random Fields for Hyperspectral Image Classification Junli Yang, Zhiguo Jiang, Shuang Hao and Haopeng Zhang ISPRS International Journal of Geo-Information, 2018 Generating Region Proposals for Histopathological Whole Slide Image Retrieval Yibing Ma, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Yushan Zheng, Huaqiang Shi, Yu Zhao and Jun Shi Computer Methods and Programs in Biomedicine, 2018 Histopathological Whole Slide Image Analysis Using Context-based CBIR Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Yibing Ma, Huaqiang Shi and Yu Zhao IEEE Transactions on Medical Imaging, 2018 Robust Spacecraft Component Detection in Point Clouds Quanmao Wei, Zhiguo Jiang and Haopeng Zhang Sensors, 2018 Vision-based Pose Estimation for Textureless Space Objects by Contour Points Matching Xin Zhang, Zhiguo Jiang, Haopeng Zhang and Quanmao Wei IEEE Transactions on Aerospace and Electronic Systems, 2018

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