夏之秋

副教授


        博士,副教授,硕士生导师,山东省青年科技人才托举工程入选者、山东省高校青年创新团队负责人、齐鲁青创学者。主要从事多媒体安全、计算机视觉等领域的基础理论和相关实践研究。已发表学术论文45篇,其中SCI论文40篇(入选ESI热点论文1篇、ESI高被引论文4篇),论文总被引用1700余次;授权本领域国家发明专利32项;主持国家自然科学基金青年基金项目1项、山东省自然科学基金1项、中国博士后科学基金面上资助1项、辽宁省科学技术计划项目(课题)1项;作为核心成员参与国家自然科学基金项目3项。获辽宁省科技进步二等奖2项、济南市优秀自然科学学术成果一等奖2项。此外,本人系CSIG数字媒体取证与安全专委会委员;并担任IEEE TIP、IEEE TCSVT、自动化学报等国内外多个期刊的审稿人。


        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:xzqjsdtc@163.com

        指导专业:计算机科学与技术、计算机技术、电子信息、网络空间安全

1、论文、著作

以第一或通讯作者(*标注)发表论文22篇,包括中科院一区8篇,入选ESI热点1篇,高被引3篇。

[1] 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)

[2] 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)

[3] 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)

[4] 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)

[5] 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)

[6] Zhiqiu Xia, Chunpeng Wang, Yongwei Li, Baosheng Yu, Yibing Zhan, Qi Li, Xingyuan Wang, Bin Ma. Geometrical attacks resilient statistical watermark decoder using polar harmonic Fourier moments. Journal of the Franklin Institute, 2023, 360(7): 4493-4518.

[7] Zhiqiu Xia, Chunpeng Wang, Bin Ma, Qi Li, Hao Zhang, Mingxu Wang, Xingyuan Wang. Geometric attacks resistant double zero-watermarking using discrete Fourier transform and fractional-order Exponent-Fourier moments, Digital Signal Processing, 140: 104097, 2023

[8] 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)

[9] 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)

[10] 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)

[11] 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)

[12] 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)

[13] 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)

[14] 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)

[15] 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)

[16] 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)

[17] 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)

[18] 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)

[19]  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)

2、主持或参与项目

[1] 国家自然科学基金青年科学基金,62302249,基于正交矩的跨域人脸鉴伪关键技术研究,2024.01-2026.12,30万,主持;

[2] 山东省高等学校青年创新团队,2024KJH035,基于稳定表征的高精度人脸鉴伪关键技术研究,2025.01-2027.12

[3] 山东省青年科技人才托举工程,SDAST2024QTA086,2024.09-2026.09,5万元

[4] 山东省自然科学基金,ZR2023QF032,基于超复数分数阶连续正交矩的光场图像零水印方法研究,2024.01-2026.12,15万,主持;

[5] 中国博士后科学基金面上资助,2020M670728,基于四元数分数阶极谐-傅里叶矩的彩色图像多重零隐藏研究,2020.04-2022.03,8万,主持;

[6] 辽宁省科学技术计划项目(课题),2023JH1/10400072,光伏智能感知系统故障等级的自诊断,2023.07.01-2026.06.30,50万

[7] 校(院)科教产融合试点工程项目(基础研究类)培新基金,2023PX071,抗几何攻击的彩色图像多倍零水印关键技术研究,2023.01-2024.12,10万

3、奖励

[1] 基于残差密集网络的隐蔽水印攻击方法研究,第十七届济南市优秀自然科学学术成果(1/7),2023.09,济南市科学技术协会

[2] 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(2/7),济南市科学技术协会,2023.09

[3] 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(3/9),辽宁省人民政府,2023.07

[4] 具有最大功率的光伏电站灾变预测技术研究及应用,辽宁省科技进步奖二等奖(5/9),辽宁省人民政府,2019

4、发明专利

[1] 一种无非线性水印攻击系统,第1,2024

[2] 一种基于水印图像差值的主动Deepfake检测方法,第1,2024

[3] 一种双分支生成对抗水印攻击算法,第1,2025

[4] 一种基于并行多分辨率结构的不可见水印去除方法,第1,2025

[5] 基于伏安特性方程和二分法的光伏最大功率点跟踪方法,第1,2021

[6] 一种具有最大功率的光伏电站故障检测装置,第1,2021

[7] 一种直接计算的光伏最大功率点跟踪方法,第1,2022

[8] 具有最大功率点跟踪功能的光伏电站故障检测装置,第1,2023

[9] 亚像素级别的实时动态肿瘤图像的定位与匹配方法,第2,2021

[10] 一种基于互补特征的鲁棒零水印方法,第2,2022

[11] 一种基于十六元数极谐-傅里叶矩的彩色图像描述方法,第3,2022

[12] 一种基于三元数连续正交矩的彩色图像描述方法,第3,2022

[13] 彩色医学图像零水印构造方法、系统及检测方法、系统,第2,2023

[14] 一种光伏电池热斑的图像识别方法,第2,2022

[15] 一种光伏电站火灾的图像识别方法,第2,2022

[16] 一种光伏电池阴影遮挡的图像识别方法,第2,2022

[17] 一种基于生成对抗网络的不可感知水印攻击方法,第3,2023

[18] 基于小波变换及注意力机制的隐蔽水印攻击算法,第3,2023

[19] 深度学习增强数字水印不可感知性方法,第4,2023

[20] 基于两阶段深度神经网络的可见水印去除方法,第3,2023

[21] 基于卷积神经网络去噪思想的数字水印攻击方法及系统,第4,2023

[22] 基于三十二元数矩的光场图像水印处理方法及系统,第4,2024