面向图像修复的深度学习取证机理与网络模型研究

61972282
2019
F0205.网络与系统安全
朱新山
面上项目
副教授
天津大学
60万元
图像取证;图像修复;神经网络;生成式对抗网络;集成学习
2020-01-01到2023-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Face Detection And Recognition In Complex Environments 会议论文 Haopeng Wu;Zhiying Lu;Jianlin Guo;Tengwei Ren
2 基于残差密集块与注意力机制的图像去雾网络 期刊论文 李硕士;刘洪瑞;甘永东;朱新山;张军
3 An Efficient Model Fusion Method for Bearing Fault Diagnosis 会议论文 Honghao Ren;Xinshan Zhu;Jiayu Wang
4 基于梯度提升树与多层感知机融合的充电桩故障诊断方法 专利 郭志;朱新山;许成乾;郭恩伯;郭恩仲;陈南冰;张云;高宇;刘畅
5 风格感知和多尺度注意力的人脸图像修复 期刊论文 刘洪瑞;李硕士;朱新山;孙浩;张军
6 A Reference-Guided Double Pipeline Face Image Completion Network 期刊论文 Liu Hongrui;Li Shuoshi;Wang Hongquan;Zhu Xinshan
7 一种基于注意力机制与边缘引导的图像深度修复取证方法 专利 李岳楠;孙浩;朱新山;甘永东;王佳宇;王洪泉
8 融合多尺度特征与多分支预测的多操作检测网络 期刊论文 朱新山;卢俊彦;甘永东;任洪昊;王洪泉;薛俊韬;陈颖
9 A transformer–CNN for deep image inpainting forensics 期刊论文 Xinshan Zhu;Junyan Lu;Honghao Ren;Hongquan Wang;Biao Sun
10 A fast conformal predictive system with regularized extreme learning machine 期刊论文 Di Wang;Ping Wang;Yue Yuan;Ping Wang;Junzhi Shi
11 深度图像修复的动态特征融合取证网络 期刊论文 任洪昊;朱新山;卢俊彦
12 A Deep Learning Approach in the DCT Domain to Detect the Source of HDR Images 期刊论文 Wang Jiayu;Wang Hongquan;Zhu Xinshan;Zhou Pengwei
13 XGB+FM for Severe Convection Forecast and Factor Selection 期刊论文 Zhiying Lu;Xudong Ding;Xin Li;Haopeng Wu;Xiaolei Sun
14 Multi-Stream Fusion Network With Generalized Smooth L-1 Loss for Single Image Dehazing 期刊论文 Zhu Xinshan;Li Shuoshi;Gan Yongdong;Zhang Yun;Sun Biao
15 A Deep Learning Approach in the Discrete Cosine Transform Domain to Median Filtering Forensics 期刊论文 Zhang Jun;Liao Yixin;Zhu Xinshan;Wang Hongquan;Ding Jie
16 Reproducing Kernel-Based Best Interpolation Approximation for Improving Spatial Resolution in Electrical Tomography 期刊论文 Kun Li;Shihong Yue;Yongguang Tan;Huaxiang Wang;Xinshan Zhu
17 An efficient ensemble method for missing value imputation in microarray gene expression data 期刊论文 Xinshan Zhu;Jiayu Wang;Biao Sun;Chao Ren;Ting Yang;Jie Ding
18 A conformal prediction inspired approach for distribution regression with random Fourier features 期刊论文 Wang Di;Wang Ping;Wang Cong;Zhuang Shuo;Shi Junzhi
19 Facial Expression Recognition Based on Multi-Features Cooperative Deep Convolutional Network 期刊论文 Wu Haopeng;Lu Zhiying;Zhang Jianfeng;Li Xin;Zhao Mingyue;Ding Xudong
20 Prostate Localization in 2D Sequence MR with Fusion of Center Position Prior and Sequence Correlation 会议论文 Zhiying Lu;Mingyue Zhao;Yang Xiao;Yong Pang
21 A Center Location Algorithm for Tropical Cyclone in Satellite Infrared Images 期刊论文 Wang Pingping;Wang Ping;Wang Cong;Yuan Yue;Wang Di
22 A Model Output Deep Learning Method for Grid Temperature Forecasts in Tianjin Area 期刊论文 Chen Keran;Wang Ping;Yang Xiaojun;Zhang Nan;Wang Di
23 一种基于多尺度特征融合和多分支预测的多操作检测方法 专利 甘永东;朱新山;王佳宇;孙浩;张云
24 Calibrating probabilistic predictions of quantile regression forests with conformal predictive systems 期刊论文 Di Wang;Ping Wang;Cong Wang;Pingping Wang
25 A privacy-preserving student status monitoring system 期刊论文 Haopeng Wu;Zhiying Lu;Jianfeng Zhang
26 Robust Detection of Image Operator Chain With Two-Stream Convolutional Neural Network 期刊论文 Liao Xin;Li Kaide;Zhu Xinshan;Liu K. J. Ray
27 一种基于模型融合的直流母线电容健康状态评估方法 专利 朱新山;许成乾;张云
28 Asymptotic analysis of locally weighted jackknife prediction 期刊论文 Di Wang;Ping Wang;Shuo Zhuang;Cong Wang;Jun-Zhi Shi
29 Training-Free Deep Generative Networks for Compressed Sensing of Neural Action Potentials 期刊论文 Biao Sun;Chaoxu Mu;Zexu Wu;Xinshan Zhu
30 一种基于双偏振多普勒雷达数据的定量降水估计方法 专利 朱新山;梁喆;王迪;王琮
31 A Frequency Attention-Based Dual-Stream Network for Image Inpainting Forensics 期刊论文 Hongquan Wang;Xinshan Zhu;Chao Ren;Lan Zhang;Shugen Ma
32 A Multi-Path Inpainting Forensics Network Based on Frequency Attention and Boundary Guidance 期刊论文 Hongquan Wang;Xinshan Zhu;Hao Sun;Tongyu Qian;Ying Chen
33 一种基于自适应路径聚合网络的变电站智能运维方法 专利 朱新山;钱统玉;李斌;李亚霖;侯春羽;张澜
34 一种基于改进Cycle GAN的图像生成方法 专利 侯永宏;侯春羽;李斌;朱新山;李施琦;屈璐瑶;曾筠婷;李亚霖;钱统玉
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