科研获奖:
[1] 手部深层生物特性识别和防伪的理论与方法,浙江省人民政府, 浙江省自然科学奖一等奖, 2023.11.10.
[2] 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, 浙江省技术进步奖一等奖, 2019.05.24.
[3] 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
发表的主要论文:
[1] Dongdong Zhao, Weibo Mao, Peng Chen*, Yingtian Hu, Haoran Liang, Yuanjie Dang, Ronghua Liang, Xinxin Guo. A Distributed and Parallel Accelerator Design for 3-D Acoustic Imaging on FPGA-Based Systems. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. doi: 10.1109/TCAD.2023.3340128.(Early Access)
[2] Jianjun Xiang, Peng Chen*, Yuanjie Dang, Ronghua Liang, Gangyi Jiang. Pseudo Light Field Image and 4D Wavelet-transform-based Reduced-reference Light Field Image Quality Assessment. IEEE Transactions on Multimedia. doi: 10.1109/TMM.2023.3273855.(Early Access)
[3] Ruohong Huan, Guowei Zhong, Peng Chen, Ronghua Liang*. UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequences. IEEE Transactions on Multimedia. doi: 10.1109/TMM.2023.3338769.(Early Access)
[4] Dongdong Zhao, Weibo Mao, Peng Chen*, Yuanjie Dang, Ronghua Liang, FPGA-Based Real-Time Synchronous Parallel System for Underwater Acoustic Positioning and Navigation. IEEE Transactions on Industrial Electronics, vol. 71, no.3, pp. 3199-3207, 2024, doi: 10.1109/TIE.2023.3266583.
[5] Dongdong Zhao, Hongchao Zhou, Peng Chen*, Yingtian Hu, Weihao Ge, Yuanjie Dang, Ronghua Liang, Design of Forward-Looking Sonar System for Real-Time Image Segmentation with Light Multi-Scale Attention Net. IEEE Transactions on Instrumentation and Measurement, vol. 73, pp. 1-15, 2024, Art no. 4501217, doi: 10.1109/TIM.2023.3341127.
[6] Binwei Xu, Haoran Liang*, Weihua Gong, Ronghua Liang, Peng Chen. A Visual Representation-guided Framework with Global Affinity for Weakly Supervised Salient Object Detection. IEEE Transactions on Circuits and Systems for Video Technology, vol.34, no.1, pp.248-259, 2024. doi: 10.1109/TCSVT.2023.3284076.
[7] Jianjun Xiang, Yuanjie Dang, Peng Chen*, Ronghua Liang, Ruohong Huan, Zhengyu . ZhangSpatial-angular Quality-aware Representation Learning for Blind Light Field Image Quality Assessment. Proceedings of the ACM International Conference on Multimedia (ACM MM), 2023, pp1077-1087.
[8] Tianwei Yu, Peng Chen*, Yuanjie Dang, Ruohong Huan, Ronghua Lian. Multi-Speed Global Contextual Subspace Matching for Few-Shot Action Recognition. Proceedings of the ACM International Conference on Multimedia (ACM MM), 2023, pp2344-2352.
[9] Nan Gao, Yongjian Wang, Peng Chen, Jijun Tang. Boosting Short Text Classification by Solving the OOV Problem. IEEE/ACM Transactions on Audio, Speech, and Language Processing. vol.31, pp.4014-4024, 2023 doi: 10.1109/TASLP.2023.3316422.
[10] Haixia Wang, Mengbo Shi, Ronghua Liang, Yilong Zhang, Jingjing Cui, Peng Chen*. Quality-aware Fusion of Multisource Internal and External Fingerprints under Multisensor Acquisition. IEEE Transactions on Biometrics, Behavior, and Identity Science, vol.5, no.4, pp.498-511, 2023. doi: 10.1109/TBIOM.2023.3280961.
[11] Ruohong Huan, Shuaishuai Zheng, Chaojie Xie, Peng Chen*, Ronghua Liang. DOMOPT: A Detection-based Online Multi-object Pedestrian Tracking Network for Videos. International Journal of Pattern Recognition and Artificial Intelligence. Vol. 37, No. 09, 2356013 (2023)
[12] Haohao Sun, Yilong Zhang*, Peng Chen, Haixia Wang, Yi-Peng Liu, Ronghua Liang, A New Approach in Automated Fingerprint Presentation Attack Detection Using Optical Coherence Tomography, IEEE Transactions on Information Forensics and Security, vol. 18, pp. 4243-4257, 2023, doi: 10.1109/TIFS.2023.3293414.
[13] Jing Neng, Jiana Wang, Yan Wang, Yilong Zhang, Peng Chen*,Trace analysis of food by surface-enhanced Raman spectroscopy combined with molecular imprinting technology: Principle, application, challenges, and prospects, Food Chemistry, Volume 429, 2023, 136883.
[14] Yuanjie Dang, Chong Huang, Peng Chen*, Ronghua Liang, Xin Yang, Kwang-Ting ChengPath-Analysis-Based Reinforcement Learning Algorithm for Imitation Filming, IEEE Transactions on Multimedia, vol. 25, pp. 2812-2824, 2023, doi: 0.1109/TMM.2022.3151463.
[15] Baojin Ding, Haixia Wang*, Ronghua Liang, Yilong Zhang, Peng Chen, End to End Surface and Internal Fingerprint Reconstruction from Optical Coherence Tomography based on Contour Regression. IEEE Transactions on Information Forensics and Security, 2023, 18:162-176.
[16] Ruohong Huan, Ai Bo, Jia Shu, Peng Chen and Ronghua Liang*, Two-Domain Joint Attention Mechanism Based on Sensor Data for Group Activity Recognition. IEEE Transactions on Instrumentation and Measurement, vol. 72, pp. 1-15, 2023, Art no. 2507315, doi: 10.1109/TIM.2023.3246469.
[17] Ruohong Huan, Tianya Chen, Ziwei Zhan, Peng Chen, Ronghua Liang, HPAN: A Hybrid Pose Attention Network for Person Re-Identification. Chinese Conference on Pattern Recognition and Computer Vision (PRCV), Lecture Notes in Computer Science, vol 14436. Springer, Singapore. https://doi.org/10.1007/978-981-99-8555-5_16.
[18] Yilong Zhang, Xiaojing Li, Haixia Wang*, Ruxin. Wang, Peng Chen and Ronghua Liang, Sweat Gland Extraction From Optical Coherence Tomography Using Convolutional Neural Network. IEEE Transactions on Instrumentation and Measurement, vol. 72, pp. 1-16, 2023, Art no. 5003816, doi: 10.1109/TIM.2022.3223077.
[19] Yang Yu, Haixia Wang*, Yilong Zhang, Ronghua Liang and Peng Chen, Methods and Applications of Fingertip Subcutaneous Biometrics Based on Optical Coherence Tomography. IEEE Transactions on Biometrics, Behavior, and Identity Science, vol. 5, no. 1, pp. 126-150, Jan. 2023, doi: 10.1109/TBIOM.2022.3196916.
[20] Yipeng Liu, Qi Zhong, Ronghua Liang*, Zhanqing Li, Haixia Wang and Peng Chen, Layer Segmentation of OCT Fingerprints With an Adaptive Gaussian Prior Guided Transformer. IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1-15, 2022, Art no. 5023515, doi: 10.1109/TIM.2022.3212113.
[21] 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. vol.44, no.9, pp.5335-5347, 2022.
[22] Peng Chen, Yongqi Jiang, Yuanjie Dang*, Tianwei Yu, Ronghua Liang. Real-Time Efficient Trajectory Planning for Quadrotor Based on Hard Constraints. Journal of Intelligent & Robotic Systems. 105, 52, 2022.
[23] Dongdong Zhao, Tiancheng Cai, Peng Chen*, Yingtian Hu, Shihui Liang, Weibo Mao, Ronghua Liang, Xinxin Guo. 3-D Acoustic Image Denoising for a Sonar System With Sparse Planar Arrays, IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1-17, 2022, Art no. 4504317, doi: 10.1109/TIM.2022.3184345.
[24] Yang Yu, Haixia Wang*, Haohao Sun, Yilong Zhang, Peng Chen, Ronghua Liang.Optical Coherence Tomography in Fingertip Biometrics. Optics and Lasers in Engineering, vol.151, 106868, 2022.
[25] Yuanjie Dang, Chong Huang, Peng Chen*, Ronghua Liang, Xin Yang, Kwang-Ting Cheng. Imitation Learning-based Algorithm for Drone Cinematography System, IEEE Transactions on Cognitive and Developmental Systems. 14(2), pp.403-413, 2022.
[26] Binwei Xu, Haoran Liang, Ronghua Liang, Peng Chen .CFN: A coarse-to-fine network for eye fixation prediction. IET Image Processing,16(9):2373-2383, 2022.
[27] Ruohong Huan*, Chengxi Jiang, Luoqi Ge, Jia Shu, Ziwei Zhan, Peng Chen, Kai-Kai Chi, Ronghua Liang. Human complex activity recognition with sensor data using multiple features. IEEE Sensors Journal, 22(1), pp.757-775, 2022.
[28] 陈朋,江勇奇,俞天纬,党源杰,宦若虹. 基于局部软约束优化的无人机航迹规划方法. 华南理工大学学报(自然科学版),2022,50(6):27-36 .
[29] Dongdong Zhao, Peng Chen*, Yingtian Hu, Ronghua Liang, Haixia Wang, Xinxin Guo. Pruned Distributed and Parallel Subarray Beamforming for 3-D Underwater Imaging With Fine-Grid Sparse Arrays, IEEE Journal of Oceanic Engineering. vol.46, no.4, pp.1356-1371, 2021.
[30] 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,15(8):1733-1744, 2021.
[31] Yipeng Liu, Ziming Wang, Zhanqing Li, Jing Li*, Ting Li, Peng Chen, Ronghua Liang. Multiscale ensemble of convolutional neural networks for skin lesion classification. IET Image Processing,15:2309-2318, 2021.
[32] 陈朋,毛待春,陈思逾,陈诺,张怡龙. 基于反激拓扑与 RC 隔离触发网络的短弧脉冲氙灯电源设计. 强激光与粒子束,2021,33(3): 035002.
[33] Pengcheng Zong, Peng Chen*, Tianwei Yu, Lingqiang Yan, Ruohong Huan.Few‐shot action recognition using task‐adaptive parameters, Electronics Letters, vol. 57, no. 22, pp.848-850, 2021.
[34] Binwei Xu, Haoran Liang*, Ronghua Liang, Peng Chen, “Locate Globally, Segment Locally: A Progressive Architecture With Knowledge Review Network for Salient Object Detection” Proceedings of the AAAI Conference on Artificial Intelligence, 2021, pp.3004-3012.
[35] Ruohong Huan, Ziwei Zhan, Luoqi Ge, Kai-Kai Chi, Peng Chen, Ronghua Liang. A hybrid CNN and BLSTM network for human complex activity recognition with multi-feature fusion. Multimedia Tools and Applications, 80(30), pp.36195-36182, 2021.
[36] 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.
[37] 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.
[38] 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.
[39] 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.
[40] 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.
[41] 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.
[42] 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.
[43] 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.
[44] Wei Zhu, Yao Yi, Hanyu Zhang, Peng Chen and 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.
[45] 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):0330002..
[46] 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.
[47] 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.
[48] 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.
[49] 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.
[50] 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.
[51] 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.
[52] 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.
[53] 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, 0611001, 2019.
[54] 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.
[55] 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.
[56] 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.
[57] 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.
[58] 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.
[59] 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.
[60] 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.
[61] 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.
[62] 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.
[63] 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.
[64] 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.
[65] 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,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,ZL201510738726.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,ZL201210122046.1.(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,ZL201310219378.6.(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,ZL201310311146.3.(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,ZL201510566056.8.(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,ZL201610033937.8.(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,ZL201310311173.0.(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,ZL201610525482.1.(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,ZL201610608678.7.(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,ZL201610901957.(已授权)
[11] 陈朋,葛倍倍,蔡烜伟,赵智,韩洋洋. 一种基于ZYNQ的侧扫声纳信号处理方法, 中国,2021.04,ZL201910298126.4.(已授权)
[12] 陈朋,韩洋洋,严宪泽. 一种基于最小二乘法的微型光谱仪标定方法, 中国,2021.05,ZL201910183574.X.(已授权)
[13] 陈朋,黄付岭,党源杰,丁宝进,梁荣华.一种基于FPGA和减法电路的正弦信号相位差测量方法,中国,2019.11,ZL201710727323.4.(已授权)
[13] 陈朋,江磊,孙昊浩,王海霞,张怡龙,梁荣华.一种手指多模态特征同步采集系统, 中国,2021.04,ZL201810824891.0.(已授权)
[14] 陈朋,姜立,王海霞,党源杰,梁荣华.一种基于散射卷积网络的手指静脉特征提取方法,中国,2020.06,ZL201710164634.4.(已授权)
[15] 陈朋,蓝晓柯,朱威,汝岩,胡胜,俞立.一种降低流速剖面仪信号处理单元功耗的方法及装置,中国,2016.05,ZL201310371048.9.(已授权)
[16] 陈朋,蓝晓柯,朱威,汝岩,金峰,俞立.基于FPGA的声学多普勒流速剖面仪信号处理系统,中国,2016.05,ZL201310370945.8.(已授权)
[17] 陈朋,汝岩,朱威,廖立科,金锋.一种基于平面C-型桥电磁带隙结构的电源分配网络,中国,2017.01,ZL201410214214.9.(已授权)
[18] 陈朋,史金专,孙中海,金礼聪,梁荣华.基于两种子空间相融合的掌静脉特征提取和匹配方法,中国,2019.11,ZL201510407473.8.(已授权)
[19] 陈朋,孙中海,党源杰,梁荣华.一种基于小波变换和Gabor滤波器的掌纹掌静脉图像层融合方法,中国,2019.07,ZL201610298658.4.(已授权)
[20] 陈朋,徐天宇,任金金,王海霞,刘义鹏.一种基于手机和无人机多传感参数融合的无人机运动跟踪方法,中国,2020.10,ZL201810323707.4.(已授权)