王春鹏
副教授
博士,副教授,博士生/硕士生导师,IEEE Senior Member、全球前2%顶尖科学家、山东省泰山学者青年专家、山东省高校青年创新团队负责人、山东省优秀研究生导学团队核心成员、山东省黄大年式教学团队核心成员。
近年来在多媒体安全、计算机视觉等领域一直从事基础理论和相关实践的研究。已发表学术论文140余篇,其中SCI论文120余篇(入选ESI热点论文4篇、ESI高被引论文10篇),论文总被引用4500余次;授权本领域国家发明专利60余项;主持国家自然科学基金专项项目1项、国家自然科学基金青年基金项目1项、山东省高等学校青年创新团队1项、山东省自然科学基金1项、教育部“春晖计划”合作科研项目1项、山东省科技型中小企业创新能力提升项目1项、山东省高校科研计划项目1项;作为核心成员参与国家重点研发计划项目1项、国家自然科学基金项目6项、山东省重点研发计划(重大科技创新工程)项目3项。获山东省自然科学二等奖1项、山东省科技进步二等奖1项、辽宁省科技进步二等奖1项、中国防伪行业协会防伪科学技术一等奖1项、济南市自然科学学术创新奖(成果类)一等奖2项。此外,本人系悉尼大学访问学者(合作导师为陶大程院士)、CSIG数字媒体取证与安全专委会委员、SDCF网络空间安全专委会委员。
研究方向:多媒体安全与对抗、人脸伪造检测、人脸活体检测、计算机视觉
联系方式:mpeng1122@163.com
指导专业:计算机科学与技术、网络空间安全、计算机技术(电子信息)
1、论文、著作
以第一或通讯作者(*标注)发表论文50余篇,包括中科院一区20篇,CCF T1类3篇,入选ESI热点4篇,高被引10篇。
[1]. Yunan Liu, Chunpeng Wang*, Mingyu Lu, Jian Yang, Jie Gui, and Shanshan Zhang, “From Simple to Complex Scenes: Learning Robust Feature Representations for Accurate Human Parsing,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 8, pp. 5449-5462, 2024. (中科院一区,CCF A)
[2]. Chunpeng Wang, Qinghua Zhang, Xiaoyu Wang, Linna Zhou, Qi Li, Zhiqiu Xia, Bin Ma, and Yun-Qing Shi, “Light-Field Image Multiple Reversible Robust Watermarking Against Geometric Attacks,” IEEE Transactions on Dependable and Secure Computing, vol. 22, no. 6, pp. 5861-5875, 2025 . (中科院一区, CCF A)
[3]. Chunpeng Wang, Wenlong Ma, Li Zou, Zhiqiu Xia, Qi Li, Bin Ma, and Yunan Liu,“Toward Robust Deepfake Detection: A Proactive Method Based on Watermarking and Knowledge Distillation,” Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM), 2025, pp. 4798-4807. (CCF A)
[4]. Chunpeng Wang, Xingyuan Wang, Zhiqiu Xia, Bin Ma, and Yun-Qing Shi, “Image Description with Polar Harmonic Fourier Moments,” IEEE Transactions on Circuits and Systems for Video Technolog, vol. 30, no. 12, pp. 4440-4452, 2020. (中科院一区,ESI热点、高被引论文)
[5]. Chunpeng Wang, Bin Ma, Zhiqiu Xia, Jian Li, Qi Li, Yun-Qing Shi, “Stereoscopic Image Description With Trinion Fractional-Order Continuous Orthogonal Moments” IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, pp. 1998-2012, 2022. (中科院一区,ESI高被引论文)
[6]. Chunpeng Wang, Qixian Hao, Shujiang Xu, Bin Ma, Zhiqiu Xia, Qi Li, Jian Li,Yun-qing Shi, “RD-IWAN: Residual Dense Based Imperceptible Watermark Attack Network”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, pp. 7460-7472, 2022. (中科院一区)
[7]. Bin Ma, Zhongquan Tao, Ruihe Ma, Chunpeng Wang*, Jian Li, and Xiaolong Li, “A High-Performance Robust Reversible Data Hiding Algorithm Based on Polar Harmonic Fourier Moments,” IEEE Transactions on Circuits and Systems for Video Technology, doi: 10.1109/TCSVT.2023.3311483, 2023. (中科院一区)
[8]. Qi Li, Bin Ma, Xianping Fu, Xiaoyu Wang, Chunpeng Wang*, and Xiaolong Li, Robust Image Steganography via Color Conversion. IEEE Transactions on Circuits and Systems for Video Technology, vol. 35, no. 2, pp. 1399-1408, 2025. (中科院一区)
[9]. Chunpeng Wang, Xingyuan Wang, Zhiqiu Xia, and Chuan Zhang, “Ternary radial harmonic Fourier moments based robust stereo image zero-watermarking algorithm,” Information Sciences, vol. 470, pp.109-120, 2019. (中科院一区,ESI高被引论文)
[10]. Chunpeng Wang, Xingyuan Wang, Yongwei Li, Zhiqiu Xia, and Chuan Zhang, “Quaternion polar harmonic Fourier moments for color images,” Information Sciences, vol. 450, pp. 141-156, 2018. (中科院一区)
[11]. Chunpeng Wang, Qinghua Zhang, Zhiqiu Xia, Linna Zhou, Ziqi Wei, Hao Zhang, and Bin Ma, “Multi-dimensional hypercomplex continuous orthogonal moments for light-field images,” Expert Systems with Applications, vol. 217, pp. 119553, 2023. (中科院一区)
[12]. Chunpeng Wang, Qixian Hao, Bin Ma, Xiaoming Wu, Jian Li, Zhiqiu Xia, and Hongling Gao, “Octonion continuous orthogonal moments and their applications in color stereoscopic image reconstruction and zero-watermarking,” Engineering Applications of Artificial Intelligence, vol. 106, pp. 104450, 2021. (中科院一区)
[13]. Chunpeng Wang, Qinghua Zhang, Bin Ma, Zhiqiu Xia, Jian Li, Ting Luo, Qi Li, “Light-field image watermarking based on geranion polar harmonic Fourier moments,” Engineering Applications of Artificial Intelligence, 2022, 113: 104970. (中科院一区)
[14]. Chunpeng Wang, Xinying Li, Zhiqiu Xia, Qi Li, Hao Zhang, Jian Li, Bing Han, Bin Ma, “HIWANet: A high imperceptibility watermarking attack network,” vol. 133, pp. 108039, 2024. (中科院一区)
[15]. Chunpeng Wang, Qixian Hao, Bin Ma, Jian Li, and Hongling Gao, “Fractional-order quaternion exponential moments for color images,” Applied Mathematics and Computation, vol. 400, pp. 126061, 2021. (中科院一区)
[16]. Chunpeng Wang, Hongling Gao, Bin Ma, Meihong Yang, Jian Li, Zhiqiu Xia, and Qixian Hao, “Color image analysis with novel trinion decimal-order polar harmonic transforms,” Applied Mathematics and Computation, vol. 410, pp. 126453, 2021. (中科院一区)
[17]. Chunpeng Wang, Bin Ma, Zhiqiu Xia, Jian Li, Qi Li, Xiaoxia Liu, and Shengtian Sang, “Geometric resistant polar quaternion discrete Fourier transform and its application in color image zero-hiding,” ISA Transactions, vol. 125, pp. 665-680, 2022. (中科院一区)
[18]. Zhiqiu Xia, Xingyuan Wang, Chunpeng Wang*, Bin Ma, Mingxu Wang, and Yun-Qing Shi, “Local quaternion polar harmonic Fourier moments-based multiple zero-watermarking scheme for color medical images,” Knowledge-Based Systems, vol. 216, pp. 106568, 2021. (中科院一区)
[19]. 王春鹏, 张清华, 马宾, 夏之秋, 李健, 李琦, “多视角彩色图像的十六元数分数阶切比雪夫-傅里叶矩,” 计算机学报, vol. 46, no. 2, pp. 400-421, 2023. (CCF T1)
[20]. 王春鹏, 马宾, 夏之秋, 吴晓明, 李健, 李琦, 彩色图像的三元数伪切比雪夫-傅里叶矩, 软件学报, 2021. (CCF T1)
[21]. 王春鹏, 王兴元, 张川, 朱晓强, 夏之秋, “基于三元数极谐-Fourier矩和混沌映射的立体图像零水印算法”, 中国科学: 信息科学, vol. 48, no. 1, pp. 79-99, 2018. (CCF T1)
[22]. Chunpeng Wang, Pengpei Tian, Zhiqiu Xia, Qi Li, Jian Li, Ziqi Wei, Ting Luo, and Bin Ma, “Highly Applicable and Imperceptible Watermark Attack Network,” Signal Processing, vol. 230, pp. 109840, 2025. (中科院二区)
[23]. Chunpeng Wang, Chaoyi Shi, Simiao Wang, Zhiqiu Xia, and Bin Ma, Dual-Task Mutual Learning with QPHFM watermarking for Deepfake Detection, IEEE Signal Processing Letters, vol. 31, pp. 2740-2744, 2024. (中科院二区)
[24]. Chunpeng Wang, Lingshan Meng, Zhiqiu Xia, Na Ren, and Bin Ma, “Cross-domain deepfake detection based on latent domain knowledge distillation,” IEEE Signal Processing Letters, vol. 32, pp. 896-900, 2025. (中科院二区)
[25]. Chunpeng Wang, Xingyuan Wang, Chuan Zhang, and Zhiqiu Xia, “Geometric correction based color image watermarking using fuzzy least squares support vector machine and Bessel K form distribution,”Signal Processing, vol. 134, pp. 197-208, 2017. (中科院二区)
[26]. Chunpeng Wang, Xingyuan Wang, and Zhiqiu Xia, “Geometrically invariant image watermarking based on fast Radial Harmonic Fourier Moments,” Signal Processing: Image Communication, vol. 45, pp. 10-23, 2016. (中科院二区)
[27]. Bin Ma, Lili Chang, Chunpeng Wang*, Jian Li, Xingyuan Wang, and Yun-Qing Shi, “Robust image watermarking using invariant accurate polar harmonic Fourier moments and chaotic mapping,” Signal Processing, vol. 172, pp. 107544, 2020. (中科院二区)
[28]. Qinghua Zhang, Chunpeng Wang*,Bin Ma, Zhiqiu Xia, Jian Li, Hao Zhang, and Qi Li, “Sedenion polar harmonic Fourier moments and their application in multi-view color image watermarking,” Signal Processing, vol. 209, pp. 109010, 2023. (中科院二区)
[29]. Zhiqiu Xia, Xingyuan Wang, Bing Han, Qi Li, Xiaoyu Wang, Chunpeng Wang*, and Tingting Zhao, “Color image triple zero-watermarking using decimal-order polar harmonic transforms and chaotic system,” Signal Processing, vol. 180, pp. 107864, 2021. (中科院二区)
[30]. Zhiqiu Xia, Xingyuan Wang, Wenjie Zhou, Rui Li, Chunpeng Wang*, and Chuan Zhang, “Color medical image lossless watermarking using chaotic system and accurate quaternion polar harmonic transforms,” Signal Processing, vol. 157, pp. 108-118, 2019. (中科院二区,ESI高被引论文)
[31]. Zhiqiu Xia, Xingyuan Wang, Xiaoxiao Li, Chunpeng Wang*, Salahuddin Unar, Mingxu Wang, and Tingting Zhao, “Efficient copyright protection for three CT images based on quaternion polar harmonic Fourier moments,” Signal Processing, vol. 164, pp. 368-379, 2019. (中科院二区)
[32]. Zhiqiu Xia, Xingyuan Wang, Chunpeng Wang*, Changxu Wang, Bin Ma, Qi Li, Mingxu Wang, Tingting Zhao. A robust zero-watermarking algorithm for lossless copyright protection of medical images. Applied Intelligence, vol. 52, no. 1, pp. 607-621, 2022. (中科院二区)
[33]. Qi Li, Xingyuan Wang, Bin Ma, Xiaoyu Wang, Chunpeng Wang*, Zhiqiu Xia, Yunqing Shi. Image Steganography based on style transfer and quaternion exponent moments. Applied Soft Computing, vol. 110, pp. 107618, 2021. (中科院一区)
[34]. Zhiqiu Xia, Xingyuan Wang, Chunpeng Wang*, Bin Ma, Hao Zhang, and Qi Li, “Novel quaternion polar complex exponential transform and its application in color image zero-watermarking,” Digital Signal Processing, vol. 116, pp. 103130, 2021. (中科院三区)
[35]. Chunpeng Wang, Fanran Sun, Zhiqiu Xia, Qi Li, Jian Li, Bing Han, and Bin Ma, “Wavelet-FCWAN: Fast and Covert Watermarking Attack Network in Wavelet Domain,” Journal of Visual Communication and Image Representation, vol. 95, pp. 103875, 2023. (中科院三区)
[36]. Bin Ma, Lili Chang, Chunpeng Wang*, Jian Li, Gang Li, Zhiqiu Xia, and Xingyuan Wang, “Double Medical Images Zero-Watermarking Algorithm Based on the Chaotic System and Ternary Accurate Polar Complex Exponential Transform,” Journal of Mathematical Imaging and Vision, vol. 63, no. 9, pp. 1160-1178, 2021.
[37]. Chunpeng Wang, Xingyuan Wang, Zhiqiu Xia, Chuan Zhang, and Xingjun Chen. “Geometrically resilient color image zero-watermarking algorithm based on quaternion Exponent moments,” Journal of Visual Communication and Image Representation, vol. 41, pp. 247-259, 2016. (中科院三区)
[38]. Chunpeng Wang, Simiao Wang, Bin Ma, Jian Li, Xiangjun Dong, and Zhiqiu Xia, “Transform domain based medical image super-resolution via deep multi-scale network,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, UK, 2019, pp. 2387-2391. (CCF B)
[39]. Chunpeng Wang, Chaoyi Shi, Yunan Liu, Zhiqiu Xia, Jian Li, Yongjin Xian, and Bin Ma. Dual-Task Cascaded for Proactive Deepfake Detection Using QPCET watermarking. in: Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2024. (CCF C)
2、主持或参与项目
[1] 基于四元数正交矩的强泛化人脸伪造检测方法研究,国家自然科学基金专项项目,62541206,2026.01-2026.12,12万,主持;
[2] 基于超复数新型极正交矩的立体图像零水印研究,国家自然科学基金青年科学基金,61802212,26万,2019/01-2021/12,主持;
[3] 泰山学者青年专家,tsqn202306251,75万,2023.01-2025.12,主持;
[4] 基于稳定跨域表征的高精度人脸鉴伪方法研究,51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网青年卓越人才计划项目,150万,2025.8.1-2028.7.31;
[5] 超算平台媒体数据安全关键技术研究,山东省高等学校青年创新团队,2022KJ124,50万,2023.01-2025.12,主持;
[6] 超算媒体数据内容保护与溯源取证关键技术研究,教育部“春晖计划”合作科研项目,HZKY20220482,1万,2023.05-2025.04,主持;
[7] 基于三元数快速精确极谐-傅里叶矩的立体图像零水印技术研究,山东省自然科学基金,ZR2019BF017,2019/07-2022/06,10万,主持;
[8] 互联网敏感信息安全监测与智能分析平台,山东省科技型中小企业创新能力提升工程项目,2023TSGC0217,2023.07-2025.07,20万,主持;
[9] 基于深度学习的食管癌病理图像精准分类研究,山东省高校科研计划项目,J18KA331,2万,2018/06-2021/05,主持;
[10] 基于区块链的区域性股权市场可靠监管技术研究,国家重点研发计划项目,2021YFC3340600,1500万,2022/01-2024/12,骨干成员;
[11] 基于多重对抗的风格迁移图像隐写关键技术研究,国家自然科学基金面上项目,62272255,55万,2023.01-2026.12,骨干成员;
[12] 基于码分复用的加密域大容量鲁棒可逆信息隐藏,国家自然科学基金面上项目,61872203,64万,2019/01-2022/12,骨干成员;
[13] 国家自然科学基金青年科学基金,61806105,面向基因数据的深度特征选择关键技术研究,2019.01-2021.12,27万,骨干成员;
[14] 国家自然科学基金面上项目,61672124,基于布尔量化的基因调控网络建模与动力学研究,2017.01-2020.12,62万,骨干成员;
[15] 国家自然科学基金青年科学基金,61701212,基于非下采样Shearlet域统计建模的图像水印方法研究,2018.01-2020.12,26万,骨干成员;
[16] 国家自然科学基金青年科学基金,61701070,基于忆阻器电路的混沌图像加密算法研究,2018.01-2020.12,25.64万,骨干成员;
[17] 国家自然科学基金面上项目,61472171,基于局部四元数极谐变换的鲁棒彩色图像水印方法研究,2015.01-2018.12,82万,骨干成员;
[18] 山东省重大科技创新工程项目,2019JZZY010127,大数据安全关键技术研究,2019.01-2021.12,350万,骨干成员;
[19] 山东省重大科技创新工程项目,2019JZZY010132,面向离散制造的工业互联网安全关键技术研究及产业化,2019.01-2021.12,1200万,骨干成员;
3、奖励
[1] 基于三元数分数阶连续正交矩的立体图像零水印方法研究,第十七届济南市优秀自然科学学术成果(1/7),济南市科学技术协会,2023.09
[2] 数字图像内容安全与保护关键理论研究, 山东省自然科学奖二等奖(4/7),山东省人民政府,2022
[3] 基于云边协同的防伪智能终端技术研发与应用,中国防伪行业协会防伪科学技术奖一等奖(5/8),中国防伪行业协会,2021
[4] 面向云中心的媒体数据安全关键技术及应用,山东省科学技术进步奖二等奖(4/9),山东省人民政府,2020
[5] 基于大数据与组件芯片的光伏电站健康性诊断技术及应用,辽宁省科技进步奖二等奖(6/9),辽宁省人民政府,2023.07
[6] 基于码分复用技术的可逆信息隐藏关键技术研究,济南市优秀自然科学学术成果奖一等奖(2/5),济南市科学技术协会,2019
[7] 云中心媒体数据的特征挖掘与内容安全关键技术研究,51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网高质量学术成果奖二等奖(1/4),51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网,2021
[8] 协同创新 - 科教融合背景下网络空间安全专业人才培养模式改革与实践,51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网教学成果奖特等奖(3/10),51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网,2021
4、发明专利
授权发明专利60余项,其中第一发明人33项
[1] 王春鹏等,亚像素级别的实时动态肿瘤图像的定位与匹配方法,2021
[2] 王春鹏等,一种基于互补特征的鲁棒零水印方法,2022
[3] 王春鹏等,一种基于十六元数极谐-傅里叶矩的彩色图像描述方法,2022
[4] 王春鹏等,一种基于三元数连续正交矩的彩色图像描述方法,2022
[5] 王春鹏等,彩色医学图像零水印构造方法、系统及检测方法、系统,2023
[6] 王春鹏等,一种光伏电池热斑的图像识别方法,2022
[7] 王春鹏等,一种光伏电站火灾的图像识别方法,2022
[8] 王春鹏等,一种光伏电池阴影遮挡的图像识别方法,2022
[9] 王春鹏等,一种基于生成对抗网络的不可感知水印攻击方法,2023
[10] 王春鹏等,基于小波变换及注意力机制的隐蔽水印攻击算法,2023
[11] 王春鹏等,深度学习增强数字水印不可感知性方法,2023
[12] 王春鹏等,基于两阶段深度神经网络的可见水印去除方法,2023
[13] 王春鹏等,一种基于注意力机制的卷积对抗网络的人脸伪造检测方法,2023
[14] 王春鹏等,基于十六元数快速精确矩的多光谱图像灰度特征水印方法,2023
[15] 王春鹏等,一种基于傅里叶域适应的人脸伪造视频检测方法,2023
[16] 王春鹏等,基于卷积神经网络去噪思想的数字水印攻击方法及系统,2023
[17] 王春鹏等,基于三十二元数矩的光场图像水印处理方法及系统,2024
[18] 王春鹏等,基于双分支协作学习的跨域人脸伪造检测方法,2024
[19] 王春鹏等,基于上下文感知和多尺度扩散网络的超声图像增强方法,2024
[20] 王春鹏等,一种基于动态扩散深度神经网络的图像恢复方法,2024
[21] 王春鹏等,基于卷积神经网络去噪思想的数字水印攻击方法及系统,2024
[22] 王春鹏等,基于潜在扩散模型的条件引导水印攻击方法,2024
[23] 王春鹏等,一种基于元学习架构的域适应人脸伪造检测方法,2024
[24] 王春鹏等,基于局部伪造区域检测的人脸伪造检测方法,2024
[25] 王春鹏等,基于 QPCET水印的双任务级联主动 Deepfake检测方法,2024
[26] 王春鹏等,一种基于改进矩和BP神经网络的双视角图像识别方法,2024
[27] 王春鹏等,基于十六元数矩的多视角彩色图像零水印处理方法及系统,2024
[28] 王春鹏等,基于多维超复数连续正交矩的光场图像零水印方法及系统,2024
[29] 王春鹏等,抗几何攻击的光场图像多重可逆鲁棒水印处理方法及系统,2024
[30] 王春鹏等,一种基于傅里叶变换与多尺度卷积的水印攻击方法,2025
[31] 王春鹏等,一种三元数快速精确正交-傅里叶梅林矩零水印构造方法,2025
[32] 王春鹏等,一种改进型彩色图像篡改检测与自我恢复方法,2025
[33] 王春鹏等,一种基于隐式扩散模型的条件引导水印攻击方法,2025
5、学生培养情况
指导研究生19名,已毕业8名(在中山大学、北京邮电大学、南京理工大学读博3名),在读9名。
研究生已发表论文21篇,包含SCI一区/CCF A论文12篇;授权发明专利22项;软件著作权登记6项;获研究生国家奖学金4项;山东省研究生优秀成果奖二等奖3项;山东省大学生科技创新大赛一等奖1项;第十三届“挑战杯”建设银行山东省大学生创业计划竞赛铜奖1项;山东省优秀毕业生2项;其他省级及以上科技竞赛奖励10余项。


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