陈朋
 教授 博士生导师 硕士生导师　　　　
 性别：男
 学位：博士
 毕业院校：浙江大学
 研究机构：计算机网络研究所
 邮箱：chenpeng@zjut.edu.cn
 办公地点：浙江工业大学屏峰校区计算机大楼A410
 研究方向：模式识别、机器学习、智能视频分析和嵌入式系统设计

个人简介
简历：

2009年博士毕业于浙江大学。2015-2016美国加州大学圣塔芭芭拉分校访问****，现为浙江工业大学计算机科学与技术学院副院长、教授、博士生导师。主要研究方向为模式识别、机器学习、智能视频分析与嵌入式系统设计，在数据的处理和仪器硬件设计等方向具有扎实的理论基础和丰富的应用研究经验。在国内外核心期刊和相关会议上发表论文50余篇，包括CVPR，IEEE TVT，IEEE TIM，IEEE TITS等。主持国家自然基金等科研项目13项,参与制订行业标准2项。作为主要技术发明人，已授权国家发明专利30余项。申请人注重将理论研究成果应用于实际，通过与领域的龙头企业合作进行推广应用，以第三完成人研发的成果“多源异构时空定位数据的关联分析平台及应用”获2018年度浙江省科技进步一等奖。2015年完成的研发成果“相控阵三维声学摄像声纳实时信号处理和图像构建关键技术”获得浙江省技术发明奖一等奖（6/6）。


研究（情况）项目：
主持的科研项目：
[1]国家自然科学基金重点支持项目（NSFC-浙江两化融合联合基金）：面向城市海量非标注视频的元学习理论与方法，2020.1-2023.12
[2]浙江省属高校基本科研业务费专项资金资助：多源异构数据的感知与理解，2019.02-2021.06
[3]国家自然科学基金青年基金：高分辨率相控阵三维声纳图像实时获取方法研究，2014.1-2016.12
[4]浙江省自然科学基金：相控阵三维成像声纳系统的稀疏阵和波束形成算法的研究及应用，2011.1-2013.12
[5]浙江省公益性技术应用研究项目：手掌静脉识别系统的研制，2013.7-2015.7
[6]教育部高等教育司的产学合作协同育人项目:基于MSP430的综合电子技术平台开发,2017.8-2018.8
[7]横向课题：前视声纳信号处理板技术开发, 2019.12-2021.12
[8]横向课题：公交车载高清多媒体终端技术开发, 2012.3-2012.12
[9]横向课题：自容式海流剖面仪系统信号处理板开发2012.11-2013.12
[10]横向课题：JTYZ1型信号处理板研制, 2014/03-2016/03
参与的重大科研项目：
[1]国家重大仪器专项：手部生物特征的物理属性和生化成份采集仪，2016.1-2020.12
发表的主要论文：


[1]Dongdong Zhao, Peng Chen*, Yingtian Hu, Ronghua Liang, Haixia Wang, Xinxin Guo. Pruned Distributed and Parallel Subarray Beamforming for 3-D UnderwaterImaging With Fine-Grid Sparse Arrays,IEEE Journal of Oceanic Engineering.DOI: 10.1109/JOE.2021.**.
[2]Yuanjie Dang, Chong Huang, Peng Chen*, Ronghua Liang, Xin Yang, Kwang-Ting Cheng. Imitation Learning-based Algorithm for Drone Cinematography System, I: IEEE Transactions on Cognitive and Developmental Systems. DOI: 10.1109/TCDS.2020.**( Early Access ).
[3]Chong Huang, Yuanjie Dang, Peng Chen, Xin Yang*, Kwang-Ting Cheng. One-Shot Imitation Drone Filming of Human Motion Videos. IEEE Transactions on Pattern Analysis and Machine Intelligence. doi: 10.1109/TPAMI.2021.**.(Early Access))
[4]Yipeng Liu, Xue Rui, Zhanqing Li, Dongxu Zeng, Jing Li, Peng Chen, Ronghua Liang. Feature pyramid U-Net for retinal vessel segmentation.IET Image Processing, DOI: 10.1049/ipr2.12142.
[5]Ruohong Huan, Jia Shu, Shenglin Bao, Ronghua Liang, Peng Chen & Kai-Kai Chi. Video multimodal emotion recognition based on Bi-GRU and attention fusion. Multimedia Tools and Applications,vol. 80, pp.8213-8240,2021.
[6]Baojin Ding,Haixia Wang*,Peng Chen,Yilong Zhang,Zhenhua Guo,Jianjiang Feng,Ronghua Liang. Surface and Internal Fingerprint Reconstruction from Optical Coherence Tomography through Convolutional Neural Network, IEEE Transactions on Information Forensics & Security, vol.16,pp.685-700, 2021.
[7]Xin Yang, Jingyu Chen, Yuanjie Dang, Hongcheng Luo, Yuesheng Tang, Chunyuan Liao, Peng Chen*, Kwang-Ting Cheng. Fast depth prediction and obstacle avoidance on a monocular drone using probabilistic convolutional neural network,IEEE Transactions on Intelligent Transportation Systems, vol.22, no.1, pp.156-167, 2021.
[8]Yilong Zhang, Yaoxiang Lu, Haixia Wang, Peng Chen*, Ronghua Liang. Automatic classification of marine plankton with digital holography using convolutional neural network,Optics & Laser Technology,Vol.139,106979,2021.
[9]Yang Yu, Haixia Wang*, Peng Chen, Yilong Zhang, Zhenhua Guo, Ronghua Liang. A new approach to external and internal fingerprint registration with multisensor difference minimization. IEEE Transactions on Biometrics, Behavior, and Identity Science, vol.2, no.4, pp.363-376, 2020.
[10]Haohao Sun, Yilong Zhang*, Peng Chen, Haixia Wang, Zhenhua Guo, Yong-hong He, Ronghua Liang. Synchronous fingerprint acquisition system based on total internal reflection and optical coherence tomography,IEEE Transactions on Instrumentation and Measurement vol.69, no.10, pp.8452-8465, 2020.
[11]Haixia Wang, Xicheng Yang, Peng Chen, Baojin Ding, Ronghua Liang, Yipeng Liu. Acquisition and Extraction of Surface and Internal Fingerprints from Optical Coherence Tomography through 3D Fully Convolutional Network,Optik, vol. 205, 164176, 2020.
[12]陈朋，蔡烜伟，赵冬冬，等. 基于自适应 BM3D 的侧扫声纳图像散斑降噪. 光电工程，2020，47(7): 190580.
[13]Wei Zhu, Yao Yi, Hanyu Zhang, Peng Chenand Hua Zhang.Fast mode decision algorithm for HEVC intra coding based on texture partition and direction, Journal of real-time image processing, vol. 17, pp. 275-292, 2020.
[14]陈朋, 赵智, 赵冬冬,等.基于单光源频域荧光寿命的水体溶解氧浓度检测方法.光子学报, 2020, 49(3):**..
[15]Yuanjie Dang,Peng Chen*, Ronghua Liang, Chong Huang, Yuesheng Tang, Tianwei Yu, Xin Yang, Kwang-Ting Cheng. Real-time semantic plane reconstruction on a monocular drone using sparse fusion, IEEE Transactions on Vehicular Technology, vol.68, no.8, pp.7383-7391, 2019.
[16]Peng Chen, Lei Jiang, Haixia Wang, Xiaorui Guo, Yilong Zhang, Yonghong He, Ronghua Liang*. Velocity range estimation for liquid flow based on optical micro-angiography, Results in Physics, 14,102402,2019.
[17]Dongdong Zhao, Peng Chen*, Yingtian Hu, Ronghua Liang, Haixia Wang, Xinxin Guo. Synthesis of sparse planar arrays in the whole field by compressed sensing, Electronics Letters,vol. 55, no. 23, pp.1211-1212,2019.
[18]Chong Huang, Chuan-en Lin, Zhenyu Yang, Yan Kong, Peng Chen, Xin Yang*, and Kwang-Ting (Tim) Cheng, “Learning to film from professional human motion videos” IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, 2019.
[19]陈朋，任金金，王海霞，汤粤生，梁荣华. 基于深度学习的真实尺度运动恢复结构方法. 光电工程, vol. 46, no. 12, 190006, 2019.
[20]Chong Huang, Zhenyu Yang, Yan Kong,Peng Chen, Xin Yang, Kwang-Ting (Tim) Cheng*, “Learning to film from professional human motion videos” International Conference on Robotics and Automation (ICRA), Montreal, QC, Canada, 2019, pp. 1871-1877.
[21]Haixia Wang,Hongxiang Zeng, Peng Chen*, Ronghua Liang and Li Jiang. Fast Single fringe-pattern processing with graphics processing unit, Applied optics, vol. 58, no. 25, pp. 6854-6864, 2019.
[22]陈朋, 江磊, 王海霞, 等. 基于光学相干层析成像与光学微血管造影的指纹防伪方法. 光子学报, vol. 48, no. 6, **, 2019.
[23]陈朋, 于洋, 马灵涛, 王海霞*, 梁荣华. 自适应的 OCT 内外部指纹提取算法, 计算机辅助设计与图形学学报, vol. 31, no. 6, pp.961-970, 2019.
[24]Peng Chen, Yuanjie Dang, Ronghua Liang*, Wei Zhu and Xiaofei He. Real-time object tracking on a drone with multi-inertial sensing data, IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 1, pp. 131-139, 2018.
[25]Chong Huang, Fei Gao, Jie Pan, Zhenyu Yang, Weihao Qiu, Peng Chen,Xin Yang, Shaojie Shen, Kwang-Ting (Tim) Cheng*, "Act: An autonomous drone cinematography system for action scenes," IEEE International Conference on Robotics and Automation (ICRA), Brisbane, QLD, Australia, 2018, pp. 7039-7046.
[26]Chong Huang, Zhenyu Yang, Yan Kong, Peng Chen, Xin Yang, Kwang-Ting (Tim) Cheng*, "Through-the-Lens Drone Filming," IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Madrid, 2018, pp. 4692-4699.
[27]Chong Huang, Peng Chen, Xin Yang and Kwang-Ting (Tim)Cheng*, "REDBEE: A visual-inertial drone system for real-time moving object detection," IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vancouver, BC, 2017, pp. 1725-1731.
[28]Peng Chen, Xiaoke Lan, Feng Jin, Jinzhuan Shi,Research of high quality palm vein image acquisition and ROI extraction. Chinese Journal of Sensors and Actuators, vol. 28, no. 7, pp. 1016-1022, 2015.
[29]Peng Chen, Xiaoke Lan, Feng Jin, Jinzhuan Shi,A Novel Planar Electromagnetic Band-Gap Structure for SSN Suppression. Journal of Electronics & Information Technology, vol. 36, no. 11, pp. 2775-2780, 2014.
[30]Wei Zhu*, Yayu Zheng, Peng Chen, Jie Feng,Fast macroblock encoding algorithm based on rate-distortion activity for multiview video coding. Signal Processing: Image Communication, vol. 29, no. 10, pp. 1063-1078, 2014.
[31]Wei Zhu*, Yayu Zheng, Peng Chen, Jiani Xie,Global-local correlation-based early large-size mode decision for multiview video coding. Journal of Electronic Imaging, vol. 23, no. 1, 013027, 2014.
[32]Peng Chen *, Yayu Zheng, Wei Zhu, Optimized simulated annealing algorithm for thinning and weighting large planar arrays in both far-field and near-field, IEEE Journal of Oceanic Engineering，vol. 36, no. 4, pp. 658-664, Oct. 2011.
[33]Peng Chen, Xiang Tian *, Yaowu Chen, Optimization of the digital near field beamforming for underwater 3-D sonar imaging system, IEEE Transactions on Instrumentation and Measurement, vol. 59, no.2, pp. 415-424, Feb. 2010.
[34]Peng Chen, Binjian Shen, Lisheng Zhou, Yaowu Chen*, Optimized simulated annealing algorithm for thinning and weighting of large planar arrays, Journal of Zhejiang University-SCIENCE C (Computers & Electronics), vol. 11, no. 4, pp. 261-269, Apr. 2010.


已授权的部分发明专利：
[1]陈朋，陈朋,孙中海,陈志祥,徐天宇,蔡烜伟,来平.一种基于八邻域和二次匹配的手掌静脉特征提取和匹配方法，中国，2018.9，ZL6.X.（已授权）
[2]陈朋，汪磊，朱威，郑雅羽，王则浪，俞立.一种基于JPEG-LS帧间扩展的三维声纳图像序列无损压缩方法,中国，2015.03，ZL6.1.（已授权）
[3]陈朋，胡胜，朱威，汝岩，蓝晓柯，俞立.一种基于FPGA的四路视频合成方法及其装置,中国，2016.04，ZL8.6.（已授权）
[4]陈朋，汝岩，朱威，蓝晓柯，金峰.基于达芬奇平台的公交多媒体播放、视频监控及调度系统,中国，2015.06，ZL6.3.（已授权）
[5]陈朋，廖立科,姜立,金礼聪,党源杰.基于平面S-型桥电磁带隙结构的电源分配网络,中国，2018.10，ZL6.8.（已授权）
[6]陈朋，金礼聪,党源杰,徐天宇,朱威.基于FPGA的声学多普勒流速剖面仪信号处理方法及系统,中国，2018.10，ZL7.8.（已授权）
[7]陈朋，汝岩，朱威，蓝晓柯，金峰.基于达芬奇平台的公交视频监控及调度管理系统,中国，2016.02，ZL3.0.（已授权）
[8]陈朋，孙中海,姜立,党源杰.一种基于图像质量评价的手指静脉感兴趣区域图像筛选方法,中国，2019.05，ZL2.1.（已授权）
[9]陈朋，孙中海,党源杰.一种基于最大外切矩阵感兴趣区域提取和双边滤波的手指多模态预处理方法，2019.05，ZL8.7.（已授权）
[10]陈朋，陈志祥,党源杰,朱威,梁荣华.一种基于四旋翼无人机的单目视觉三维特征提取方法,中国，2019.12，ZL7.（已授权）
研究生培养等教学情况：
已指导毕业的研究生就业于国内知名公司，如华为、海康、大华和爱奇艺等并获得企业的好评与认可。
奖励和荣誉：
[1]陈耀武，沈斌坚，周凡，田翔，蒋荣欣，陈朋，相控阵三维声学摄像声纳实时信号处理和图像构建关键技术，浙江省人民政府，浙江省科技发明奖一等奖，2016.03.23
[2]梁荣华，李建元，陈朋，王辉，孙国道，吴越，贡伟，温晓岳，蒋莉，王海霞，柳展,多源异构时空定位数据的关联分析平台及应用,浙江省人民政府,技术进步,省部一等奖, 2019.05.24.