张晓鹏

张晓鹏  /  (1) 1996-09至1999-02,中国科学院软件研究所,计算机应用技术,博士学位; (2) 1984-09至1987-07,西北大学,基础数学,硕士学位; (3) 1980-09至1984-07,西北大学,基础数学,学士学位;

  • 职  称: 研究员
  • 邮  编: 100190
  • 电子邮件: xiaopeng.zhang@ia.ac.cn
  • 部门/实验室: 多模态人工智能系统全国重点实验室
  • 通讯地址: 张晓鹏研究员, 北京市海淀区中关村东路95号, 中国科学院自动化研究所, 模式识别国家重点实验室/多模态人工智能系统全国重点实验室, 自动化大厦1305房间, 100190

个人简历

(1) 2022-12至今,中国科学院自动化研究所,模式识别国家重点实验室/多模态人工智能系统全国重点实验室,研究员
(2) 2009-11至2022-11,中国科学院自动化研究所,模式识别国家重点实验室,研究员
(3) 2004-07至2009-10,中国科学院自动化研究所,模式识别国家重点实验室,副研究员
(4) 2002-10至2004-08,法国INRIA,洛林分部即Loria实验室,访问学者
(5) 2001-03至2004-06,中国科学院自动化研究所,复杂系统与智能科学重点实验室,副研究员
(6) 1999-03至2001-03,中国科学院自动化研究所复杂系统重点实验室,博士后
(7) 1996-09至1999-02,中国科学院软件研究所,计算机应用技术,博士
(8) 1990-08至1999-02,西北大学,数学系,讲师
(9) 1987-07至1990-07,西北大学,数学系,助教
(10) 1984-09至1987-07,西北大学,基础数学,硕士
(11) 1980-09至1984-07,西北大学,基础数学,学士

研究方向

计算机图形、计算机视觉

承担科研项目情况

《道路交通场景的环境目标三维状态感知与验证》,国家自然基金区域合作重点项目,项目编号U21A20515,2022-2025,直接经费260万,负责人:张晓鹏
《城市空间智能建模与虚实融合》,国家重点研发计划课题,No. 2018YFB2100602,2019 年 07 月 至 2022年06月。课题经费290万,负责人:张晓鹏

代表论著

[1]. Changwei Wang; Rongtao Xu; Ke Lv; Shibiao Xu; Weiliang Meng; Yuyang Zhang; Bin Fan; Xiaopeng Zhang, Attention Weighted Local Descriptors, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 45, Issue 9, pp. 10632-10649, 2023
[2]. Rongtao Xu; Changwei Wang; Shibiao Xu; Weiliang Meng; Yuyang Zhang; Bin Fan; Xiaopeng Zhang, DomainFeat: Learning Local Features with Domain Adaptation, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 34, Issue 1, pp. 46 - 59, January 2024
[3]. Rongtao Xu; Changwei Wang; Jiguang Zhang; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang, RSSFormer: Foreground Saliency Enhancement for Remote Sensing Land-Cover Segmentation, IEEE Transactions on Image Processing, Vol. 32, pp. 1052 - 1064, 2023
[4]. Changwei Wang; Rongtao Xu; Shibiao Xu; Weiliang Meng; Ruisheng Wang; Jiguang Zhang; Xiaopeng Zhang, Towards accurate and efficient road extraction by leveraging the characteristics of road shapes, IEEE Transactions on Geoscience and Remote Sensing, Vol. 61, Article Number: 4404616, 09 June 2023
[5]. Rongtao Xu; Changwei Wang; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang, Wave-Like Class Activation Map With Representation Fusion for Weakly-Supervised Semantic Segmentation, IEEE Transactions on Multimedia, Vol. 26, pp. 581 - 592, 18 April 2023
[6]. Changwei Wang; Lele Xu; Rongtao Xu; Shibiao Xu; Weiliang Meng; Ruisheng Wang; Xiaopeng Zhang, Triple Robustness Augmentation Local Features for multi-source image registration, ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 199, pp. 1-14, 2023
[7]. Pu Li, Jianwei Guo, Xiaopeng Zhang, Dong-Ming Yan, SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude Operations, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
[8]. Changwei Wang; Rongtao Xu; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang, CNDesc: Cross Normalization for Local Descriptors Learning, IEEE Transactions on Multimedia, Vol. 25, pp. 3989 - 4001, 21 April 2022
[9]. Jianwei Guo, Yanchao Liu, Xin Song, Haoyu Liu, Xiaopeng Zhang, Zhanglin Cheng, Line-based 3D Building Abstraction and Polygonal Surface Reconstruction from Images, IEEE Transactions on Visualization & Computer Graphics (TVCG), Early Access, 2024.
[10]. Jiguang Zhang, Shilin Xu, Yong Zhao, Jiaxi Sun, Shibiao Xu, Xiaopeng Zhang, Aerial Orthoimage Generation for UAV remote Sensing: Review. , Information Fusion, Vol. 89, pp. 91-120, 2023
[11]. Long Zhang, Jianwei Guo, Zhanglin Cheng, Jun Xiao, Xiaopeng Zhang, Efficient Pairwise 3-D Registration of Urban Scenes via Hybrid Structural Descriptors. , IEEE Transactions on Geoscience and Remote Sensing, Vol. 60, pp. 1-17 , 2022
[12]. Xuejun Xing, Jianwei Guo, Liangliang Nan, Qingyi Gu, Xiaopeng Zhang, Dong-Ming Yan, Efficient MSPSO Sampling for Object Detection and 6-D Pose Estimation in 3-D Scenes. , IEEE Transactions on Industrial Electronics, Vol. 69, Issue 10, pp. 10281-10291 (2022)
[13]. Wenguang Ma, Shibiao Xu, Wei Ma, Xiaopeng Zhang, Hongbin Zha, Progressive Feature Learning for Facade Parsing With Occlusions. , IEEE Transactions on Image Processing, Vol. 31, pp. 2081-2093 (2022)
[14]. Long Zhang, Jianwei Guo, Jun Xiao, Xiaopeng Zhang, Dong-Ming Yan, Blending Surface Segmentation and Editing for 3D Models, IEEE Transactions on Visualization & Computer Graphics, Vol. 28, Issue 8, pp. 2879-2894, 2022
[15]. Dawar Khan, Alexander Plopski, Yuichiro Fujimoto, Masayuki Kanbara, Gul Jabeen, Yongjie Jessica Zhang, Xiaopeng Zhang, and Hirokazu Kato, Surface Remeshing: A Systematic Literature Review of Methods and Research Directions, IEEE Transactions on Visualization & Computer Graphics, Vol. 28, Issue 3, pp. 1680-1713, 2022
[16]. Zhongqi Wu, Chuanqing Zhuang, Jian Shi, Jianwei Guo, Jun Xiao, Xiaopeng Zhang, Dong-Ming Yan, Single-Image Specular Highlight Removal via Real-World Dataset Construction, IEEE Transactions on Multimedia, Vol. 24, pp. 3782-3793, 2022
[17]. Yanchao Liu, Jianwei Guo, Bedrich Benes, Oliver Deussen, Xiaopeng Zhang, Hui Huang, TreePartNet: Neural Decomposition of Point Clouds for 3D Tree Reconstruction, ACM Transactions on Graphics (ACM Siggraph Asia 2021), Volume 40, Issue 6, Article No.: 232, pp 1–16, December 2021
[18]. Jianwei Guo, Xuejun Xing, Weize Quan, Dong-Ming Yan*, Qingyi Gu, Yang Liu, Xiaopeng Zhang, Efficient Center Voting for Object Detection and 6D Pose Estimation in 3D Point Cloud, IEEE Transactions on Image Processing, 30, 5072-5084, 2021.
[19]. Wei Ma, Chaofan Gong, Shibiao Xu, Xiaopeng Zhang, Multi-scale spatial context-based semantic edge detection, Information Fusion, Volume 64, Pages 238-251, December 2020
[20]. Yuyang Zhang, Shibiao Xu, Baoyuan Wu, Jian Shi, Weiliang Meng, Xiaopeng Zhang, Unsupervised Multi-View Constrained Convolutional Network for Accurate Depth Estimation, IEEE Transactions on Image Processing, Vol. 29, pp. 7019-7031, 2020.
[21]. Jianwei Guo, Haiyong Jiang, Bedrich Benes, Oliver Deussen, Xiaopeng Zhang, Dani Lischinski, Hui Huang, Inverse Procedural Modeling of Branching Structures by Inferring L-Systems, ACM Transactions on Graphics (ACM SIGGRAPH), Vol. 39, No. 5, Article, Number 155, 2020
[22]. Yiqun Wang, Jing Ren, Dong-Ming Yan, Jianwei Guo, Xiaopeng Zhang, Peter Wonka, MGCN: Descriptor Learning using Multiscale GCNs. , ACM Transactions on Graphics (ACM SIGGRAPH), Vol. 39, No. 4, Article, Number 122, 2020
[23]. Haiyong Jiang, Dong-Ming Yan, Xiaopeng Zhang, Peter Wonka, Selection Expressions for Procedural Modeling, IEEE Transactions on Visualization & Computer Graphics, Vol. 26, No. 4, pp. 1775-1788, 2020.
[24]. Jianwei Guo, Shibiao Xu, Dong-Ming Yan, Zhanglin Cheng, Marc Jaeger, Xiaopeng Zhang, Realistic Procedural Plant Modeling from Multiple View Images, IEEE Transactions on Visualization & Computer Graphics, Vol. 26, No. 2, pp. 1372-1384, 2020.
[1]. Changwei Wang; Rongtao Xu; Ke Lv; Shibiao Xu; Weiliang Meng; Yuyang Zhang; Bin Fan; Xiaopeng Zhang, Attention Weighted Local Descriptors, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 45, Issue 9, pp. 10632-10649, 2023
[2]. Rongtao Xu; Changwei Wang; Shibiao Xu; Weiliang Meng; Yuyang Zhang; Bin Fan; Xiaopeng Zhang, DomainFeat: Learning Local Features with Domain Adaptation, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 34, Issue 1, pp. 46 - 59, January 2024
[3]. Rongtao Xu; Changwei Wang; Jiguang Zhang; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang, RSSFormer: Foreground Saliency Enhancement for Remote Sensing Land-Cover Segmentation, IEEE Transactions on Image Processing, Vol. 32, pp. 1052 - 1064, 2023
[4]. Changwei Wang; Rongtao Xu; Shibiao Xu; Weiliang Meng; Ruisheng Wang; Jiguang Zhang; Xiaopeng Zhang, Towards accurate and efficient road extraction by leveraging the characteristics of road shapes, IEEE Transactions on Geoscience and Remote Sensing, Vol. 61, Article Number: 4404616, 09 June 2023
[5]. Rongtao Xu; Changwei Wang; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang, Wave-Like Class Activation Map With Representation Fusion for Weakly-Supervised Semantic Segmentation, IEEE Transactions on Multimedia, Vol. 26, pp. 581 - 592, 18 April 2023
[6]. Changwei Wang; Lele Xu; Rongtao Xu; Shibiao Xu; Weiliang Meng; Ruisheng Wang; Xiaopeng Zhang, Triple Robustness Augmentation Local Features for multi-source image registration, ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 199, pp. 1-14, 2023
[7]. Pu Li, Jianwei Guo, Xiaopeng Zhang, Dong-Ming Yan, SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude Operations, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
[8]. Changwei Wang; Rongtao Xu; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang, CNDesc: Cross Normalization for Local Descriptors Learning, IEEE Transactions on Multimedia, Vol. 25, pp. 3989 - 4001, 21 April 2022
[9]. Jianwei Guo, Yanchao Liu, Xin Song, Haoyu Liu, Xiaopeng Zhang, Zhanglin Cheng, Line-based 3D Building Abstraction and Polygonal Surface Reconstruction from Images, IEEE Transactions on Visualization & Computer Graphics (TVCG), Early Access, 2024.
[10]. Jiguang Zhang, Shilin Xu, Yong Zhao, Jiaxi Sun, Shibiao Xu, Xiaopeng Zhang, Aerial Orthoimage Generation for UAV remote Sensing: Review. , Information Fusion, Vol. 89, pp. 91-120, 2023
[11]. Long Zhang, Jianwei Guo, Zhanglin Cheng, Jun Xiao, Xiaopeng Zhang, Efficient Pairwise 3-D Registration of Urban Scenes via Hybrid Structural Descriptors. , IEEE Transactions on Geoscience and Remote Sensing, Vol. 60, pp. 1-17 , 2022
[12]. Xuejun Xing, Jianwei Guo, Liangliang Nan, Qingyi Gu, Xiaopeng Zhang, Dong-Ming Yan, Efficient MSPSO Sampling for Object Detection and 6-D Pose Estimation in 3-D Scenes. , IEEE Transactions on Industrial Electronics, Vol. 69, Issue 10, pp. 10281-10291 (2022)
[13]. Wenguang Ma, Shibiao Xu, Wei Ma, Xiaopeng Zhang, Hongbin Zha, Progressive Feature Learning for Facade Parsing With Occlusions. , IEEE Transactions on Image Processing, Vol. 31, pp. 2081-2093 (2022)
[14]. Long Zhang, Jianwei Guo, Jun Xiao, Xiaopeng Zhang, Dong-Ming Yan, Blending Surface Segmentation and Editing for 3D Models, IEEE Transactions on Visualization & Computer Graphics, Vol. 28, Issue 8, pp. 2879-2894, 2022
[15]. Dawar Khan, Alexander Plopski, Yuichiro Fujimoto, Masayuki Kanbara, Gul Jabeen, Yongjie Jessica Zhang, Xiaopeng Zhang, and Hirokazu Kato, Surface Remeshing: A Systematic Literature Review of Methods and Research Directions, IEEE Transactions on Visualization & Computer Graphics, Vol. 28, Issue 3, pp. 1680-1713, 2022
[16]. Zhongqi Wu, Chuanqing Zhuang, Jian Shi, Jianwei Guo, Jun Xiao, Xiaopeng Zhang, Dong-Ming Yan, Single-Image Specular Highlight Removal via Real-World Dataset Construction, IEEE Transactions on Multimedia, Vol. 24, pp. 3782-3793, 2022
[17]. Yanchao Liu, Jianwei Guo, Bedrich Benes, Oliver Deussen, Xiaopeng Zhang, Hui Huang, TreePartNet: Neural Decomposition of Point Clouds for 3D Tree Reconstruction, ACM Transactions on Graphics (ACM Siggraph Asia 2021), Volume 40, Issue 6, Article No.: 232, pp 1–16, December 2021
[18]. Jianwei Guo, Xuejun Xing, Weize Quan, Dong-Ming Yan*, Qingyi Gu, Yang Liu, Xiaopeng Zhang, Efficient Center Voting for Object Detection and 6D Pose Estimation in 3D Point Cloud, IEEE Transactions on Image Processing, 30, 5072-5084, 2021.
[19]. Wei Ma, Chaofan Gong, Shibiao Xu, Xiaopeng Zhang, Multi-scale spatial context-based semantic edge detection, Information Fusion, Volume 64, Pages 238-251, December 2020
[20]. Yuyang Zhang, Shibiao Xu, Baoyuan Wu, Jian Shi, Weiliang Meng, Xiaopeng Zhang, Unsupervised Multi-View Constrained Convolutional Network for Accurate Depth Estimation, IEEE Transactions on Image Processing, Vol. 29, pp. 7019-7031, 2020.
[21]. Jianwei Guo, Haiyong Jiang, Bedrich Benes, Oliver Deussen, Xiaopeng Zhang, Dani Lischinski, Hui Huang, Inverse Procedural Modeling of Branching Structures by Inferring L-Systems, ACM Transactions on Graphics (ACM SIGGRAPH), Vol. 39, No. 5, Article, Number 155, 2020
[22]. Yiqun Wang, Jing Ren, Dong-Ming Yan, Jianwei Guo, Xiaopeng Zhang, Peter Wonka, MGCN: Descriptor Learning using Multiscale GCNs. , ACM Transactions on Graphics (ACM SIGGRAPH), Vol. 39, No. 4, Article, Number 122, 2020
[23]. Haiyong Jiang, Dong-Ming Yan, Xiaopeng Zhang, Peter Wonka, Selection Expressions for Procedural Modeling, IEEE Transactions on Visualization & Computer Graphics, Vol. 26, No. 4, pp. 1775-1788, 2020.
[24]. Jianwei Guo, Shibiao Xu, Dong-Ming Yan, Zhanglin Cheng, Marc Jaeger, Xiaopeng Zhang, Realistic Procedural Plant Modeling from Multiple View Images, IEEE Transactions on Visualization & Computer Graphics, Vol. 26, No. 2, pp. 1372-1384, 2020.

获奖及荣誉

2004年,国家科技进步二等奖,大规模断层数据的分割和三维重建及其应用,张晓鹏(第三完成人)
2012年,中国专利优秀奖,一种对复杂叶片的快速简化和绘制方法,张晓鹏(第一完成人)
2016年,教育部科技进步奖二等奖,模型云工厂的建造和应用,张晓鹏(第二完成人)
2008年,中国专利优秀奖,基于知识的指纹图像增强方法,张晓鹏(第二完成人)
2021年,中国图学学会科技进步奖二等奖,三维复杂场景语义重建和应用服务平台,张晓鹏(第二完成人)
2017年,陕西高等学校科学技术奖一等奖,三维复杂场景认知的关键技术研究,张晓鹏(第二完成人)
2002年,北京市科技进步三等奖,基于PC的三维医学影像处理,张晓鹏(第二完成人)

专利成果

[1]. 张晓鹏、李尔、孟维亮;一种外存三维模型的处理方法,发明专利,授权号:ZL201210366868.4,授权公告日2015-04-22
[2]. 张晓鹏、徐士彪、于海涛、沈文;互动式生成液滴效果的方法,授权号:ZL201210394304.1,授权公告日2015-02-11
[3]. 张鹏、宁小娟、李尔、王映辉;基于感知信息的三维模型形状分析方法,授权号:ZL201080069050.5,授权公告日期2016-01-20
[4]. 张晓鹏、李红军、郭建伟、代明睿、刘佳;基于点云与数据驱动的树木模型重建方法,授权号:ZL201410131203.4,授权公告日期2016-09-21
[5]. Xiaopeng Zhang, Guanbo Bao, Hongjun Li, Weiliang Meng;Method for real-time and realistic rendering of complex scenes on internet, 美国发明专利, 授权号:US9773343B2, 授权公告日期2017-09-26
[6]. 张晓鹏、张飞虎、代龙泉、向世明、徐士彪;基于分割图的数字图像滤波方法和系统,申请号201510872635.5, 2018-03-06授权
[7]. 张晓鹏、代龙泉、袁梦轲、张飞虎、徐士彪;全连接引导的数字图像滤波方法和系统,申请号201510873440.2, 2018-05-11授权
[8]. 徐士彪、张宇阳、孟维亮、张吉光、张晓鹏;多视角图像一致性的无监督深度预测方法、系统、装置, 申请号CN202010437242.2
[9]. 郭建伟、严冬明、王逸群、张晓鹏;基于简单互斥操作的蓝噪声采样方法,授权公告日: 2020.03.27,中国,ZL201611069196.5,已授权
[10]. 郭建伟、徐士彪、严冬明、孟维亮、张晓鹏;基于多视角图像的过程式植物模型重建方法,2021.01.29,中国,ZL201811052482.X,已授权
[11]. 马成丞、孟维亮、徐士彪、郭建伟、吴保元、张晓鹏;针对离群点移除方法的对抗样本生成方法、系统和装置,2021.07.06,中国,ZL202010835090.1,已授权
[12]. 郭建伟、肖俊、张龙、严冬明、张晓鹏;三维模型过渡面的重建方法及系统,2021.04.25,中国,ZL202011364564.5,已授权
[13]. 高广泽、袁梦轲、孟维亮、郭建伟、何全彬、徐士彪、张晓鹏 (2022-03-21);正射图像生成方法、装置和电子设备." 国家发明专利,申请号:202210457324.2
[14]. 马志豪、袁梦轲、孟维亮、郭建伟、毛瑞琛、徐士彪、张晓鹏 (2022-05-25);一种基于三条带注意机制的特征图加权方法和装置." 国家发明专利,申请号202210579586.6
[15]. 许镕涛、王常维、徐士彪、孟维亮、张晓鹏 (2022-3-04);局部描述子生成方法、装置、电子设备和计算机程序产品,国家发明专利,专利申请号:202210307718.X
[16]. 谷佳铭、孟维亮、郭建伟、张吉光、张晓鹏 (2023-07-15);一种基于协同感知噪声位姿鲁棒矫正的目标检测方法和装置,发明专利,申请号:202310935557.3
[17]. 马志豪、孟维亮、郭建伟、张吉光、张晓鹏 (2023-5-4);图像分割方法、装置、电子设备及存储介质,发明专利,申请号:202310532254.7
[18]. 郭建伟、刘昊宇、严冬明、孟维亮、张晓鹏 (2023);一种数据驱动的针对无重叠点云的形状拼接方法及系统,发明专利,202310118365.3

社会任职

中国仿真学会理事 中国体视学学会理事 中国图学学会理事 中国仿真学会数字娱乐专业委员会副主任 中国图像图形学会虚拟现实专业委员会副主任 中国体视学学会图象分析分会副主任 全国信息标准化委员会分委会委员 曾任多个国际会议程序委员会主席 国家自然科学基金、北京基金、中国博士后基金、北京科技奖励等会议评审专家