田华伟｜中国人民公安大学｜学者主页

2026

公安人工智能微专业核心课程建设研究——以公安人工智能1：捍卫政治安全课程为例

李根，田华伟，韩娜

《电脑知识与技术》

2026

基于奇异值空间对抗优化的动态后门攻击

彭子铭，丁建伟，姚佳旺，田华伟

《计算机科学与探索》

2026

深度伪造人脸检测综述

田华伟，张腾，李根，肖延辉

《中国人民公安大学学报(自然科学版)》

2026

基于对比学习的单图PRNU指纹估计算法

Xin-Zheng Fan, Yan-Hui Xiao, Gang Cao, Hua-Wei Tian

Laser & Optoelectronics Progress

DOI

2026

融合引导向量检测的多模态越狱攻击防御方法

姚佳旺，丁建伟，彭子铭，田华伟

《计算机科学与探索》

2026

Emotion-Aware multimodal deepfake detection

Teng Zhang, Gen Li, Yan-Hui Xiao, Hua-Wei Tian, Yun Cao

Neural Networks

DOI

2026

A hybrid generative and mapping method for coverless image steganography with full-body human images

Bo Hu, Yan-Hui Xiao, Qi-Yao Deng, Hua-Wei Tian

Neurocomputing

DOI

2026

HFGA-Net: High-frequency guided attention network for deepfake detection and localization.

Qi-Zhi Gao, Gen Li, Teng Zhang, Hua-Wei Tian, Yun Cao

Journal of Forensic Sciences

DOI

2025

数据智能驱动下国家安全情报工作的机遇与挑战

郭振东，肖延辉，田华伟

《网络安全技术与应用》

2025

面向开放场景的自适应阈值源相机识别算法

范兴振，刘宇飞，田华伟，肖延辉

《计算机应用研究》

2025

基于核基网络与环形滤波的PRNU指纹提取算法

夏李恒，肖延辉，范兴振，刘宇飞，田华伟

《智能计算机与应用》

2025

面向开放环境的PRNU指纹提纯算法

刘宇飞，肖延辉，田华伟

《计算机科学》

2025

A multi-image steganography: ISS

Shihao Zhang, Yan-Hui Xiao, Hua-Wei Tian, Xiaolong Li

Cybersecurity

DOI

2025

Blind PRNU fingerprint extraction for source camera identification

Xin-Yue Fan, Yufei Liu, Yan-Hui Xiao, Hua-Wei Tian

Imaging Science Journal

DOI

2025

Mapping-based coverless steganography via generating a face database

Bo Hu, Yan-Hui Xiao, Qi-Yao Deng, Hua-Wei Tian

Journal of Visual Communication and Image Representation

DOI

2025

Enhanced deepfake detection via dynamic data augmentation and spatiotemporal attention

Teng Zhang, Gen Li, Yan-Hui Xiao, Hua-Wei Tian, Yun Cao

The Visual Computer

DOI

2025

Correction: A multi-image steganography: ISS

Shihao Zhang, Yan-Hui Xiao, Hua-Wei Tian, Xiaolong Li

Cybersecurity

DOI

2024

TCPED路径下生成式人工智能对情报工作的影响——以ChatGPT为例

张国庆，肖延辉，田华伟，张猛猛

《情报杂志》，Vol. 43, No. 6

下载原文

2024

面向隐写算法失配的小样本图像隐写分析方法

赖鸣姝，翁韶伟，田华伟

《北京交通大学学报》

2024

Plug-and-Play PRNU Enhancement Algorithm with Guided Filtering

Yufei Liu, Yan-Hui Xiao, Hua-Wei Tian

Italian National Conference on Sensors

DOI

2024

Lightweight Photo-Response Non-Uniformity Fingerprint Extraction Algorithm Based on an Invertible Denoising Network

Zi-Hang Yuan, Yan-Hui Xiao, Hua-Wei Tian

Applied Sciences

DOI

2024

Discriminability-Aware Intermediate Domains for Mismatched Steganalysis

Yang Li, Lifang Yu, Shaowei Weng, Huawei Tian, Gang Cao

IEEE Signal Processing Letters

DOI

2023

YOLO multi-target robust watermarking against cropping attack

S. Guan, Huawei Tian, Yanhui Xiao, Zhigang Gao

International Conference on Mathematics, Modeling and Computer Science

DOI

2023

Adaptive multi-teacher softened relational knowledge distillation framework for payload mismatch in image steganalysis

Li-Fang Yu, Yunwei Li, Shaowei Weng, Huawei Tian, Jing Liu

Journal of Visual Communication and Image Representation

DOI

2023

Effective image tampering localization with multi-scale ConvNeXt feature fusion

Haochen Zhu, Gang Cao, Mo Zhao, Huawei Tian, Weiguo Lin

Journal of Visual Communication and Image Representation

DOI

2022

基于多阶段渐进式神经网络的图像相机指纹提取算法

高昌锋，肖延辉，田华伟

《信息网络安全》

2022

类自然隐写技术研究进展

张冰岳，田华伟，肖延辉

《森林公安》

2022

Effective PRNU extraction via densely connected hierarchical network

Yanhui Xiao, Huawei Tian, Gang Cao, Duo Yang, H. Li

Multimedia tools and applications

DOI

2022

Slim Scissors: Segmenting Thin Object from Synthetic Background

Kunyang Han, J. Liew, Jiashi Feng, Huawei Tian, Yao Zhao, Yun-Chao Wei

European Conference on Computer Vision

DOI

2021

大数据思维下公安情报实训课程教学改革研究

田华伟，胡冰，鲁晶晶

《电脑知识与技术》

DOI

2021

基于对偶生成对抗网络的数字成像设备指纹提取算法

侯春晖，田华伟，肖延辉，郝昕泽

《中国人民公安大学学报(自然科学版)》

2021

An Error-Correcting Code-Based Robust Watermarking Scheme for Stereolithographic Files

Zhuorong Li, Huawei Tian, Yanhui Xiao, Yunqi Tang, Anhong Wang

Computer systems science and engineering

DOI

2021

Recognition of printed small texture modules based on dictionary learning

Li-Fang Yu, Gang Cao, Huawei Tian, Peng Cao, Zhenzhen Zhang, Yun-Qing Shi

EURASIP Journal on Image and Video Processing

DOI

2021

Reversible data hiding based on multiple histograms modification and deep neural networks

Jiacheng Hou, Bo Ou, Huawei Tian, Zheng Qin

Signal processing. Image communication

DOI

2020

结合深度迭代缩放卷积神经网络的PRNU提取算法

肖延辉，田华伟，张永胜

《信号处理》

DOI

2020

图像中的设备指纹提取技术研究综述

张明旺，肖延辉，田华伟，郝昕泽，李丽华

《激光与光电子学进展》

2020

基于样本错配训练的图像PRNU噪声提纯方法

郝昕泽，肖延辉，田华伟，张明旺

《南京航空航天大学学报(自然科学版)》

DOI

2020

Reversible data hiding in JPEG bitstream using optimal VLC mapping

Cheng Zhang, Bo Ou, Huawei Tian, Zheng Qin

Journal of Visual Communication and Image Representation

DOI

2020

Review of Device Fingerprint Extraction Techniques in Image

Ming-Wang Zhang, Yan-Hui Xiao, Hua-Wei Tian, Xin Hao, Li-Hua Li

DOI

2019

基于三方加权稀疏编码模型的PRNU提取算法

张永胜，田华伟，肖延辉，郝昕泽，张明旺

《应用科学学报》

2019

Detecting double compression for JPEG images of low quality factor

Hu Yuan, Bo Ou, Huawei Tian

J. Electronic Imaging

DOI

2019

Daxing Smartphone Identification Dataset

Huawei Tian, Yanhui Xiao, Gang Cao, Yongsheng Zhang, Zhiyin Xu, Yao Zhao

IEEE Access

DOI

2018

基于长短记忆型卷积神经网络的犯罪地理位置预测方法

肖延辉，王欣，冯文刚，田华伟，吴绍忠，李丽华

《数据分析与知识发现》，Vol. 2, No. 10

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2018

Predicting Crime Locations Based on Long Short Term Memory and Convolutional Neural Networks

Yanhui Xiao, Xin Wang, Wen’gang Feng, Huawei Tian, Shaozhong Wu, Li-Hua Li

DOI

2018

Fast contrast enhancement by adaptive pixel value stretching

Gang Cao, Huawei Tian, Li-Fang Yu, Xianglin Huang

Int. J. Distributed Sens. Networks

DOI

2017

基于帧差时空特征的步态周期检测方法

唐云祁，薛傲，丁建伟，田华伟，郭威

《数据采集与处理》

2017

Action Graph Decomposition Based on Sparse Coding

Wengang Feng, Huawei Tian, Yanhui Xiao, Jianwei Ding, Yunqi Tang

International Conference on Image and Graphics

DOI

2017

Automatic multi-object extraction from a natural image based on saliency map

Huawei Tian, Yanhui Xiao, Wengang Feng, Jianwei Ding, Yunqi Tang

International Symposium on Intelligent Signal Processing and Communication Systems

DOI

2017

Accelerate Histogram-Based Contrast Enhancement by Selective Downsampling

Gang Cao, Huawei Tian, Li-Fang Yu, Xianglin Huang, Yong-Bin Wang

arXiv.org

2017

Fast mutual-information-based contrast enhancement

Gang Cao, Li-Fang Yu, Huawei Tian, Xianglin Huang, Yong-Bin Wang

International Conference on Digital Image Processing

DOI

2017

Research on Temporal Structure for Action Recognition

Wengang Feng, Huawei Tian, Yanhui Xiao

Chinese Conference on Biometric Recognition

DOI

2017

Contrast Enhancement of Brightness-Distorted Images by Improved Adaptive Gamma Correction

Gang Cao, Li-Hui Huang, Huawei Tian, Xianglin Huang, Yong-Bin Wang, Ruicong Zhi

Computers & electrical engineering

DOI

2017

An Application Independent Logic Framework for Human Activity Recognition

Wengang Feng, Yanhui Xiao, Huawei Tian, Yunqi Tang, Jianwei Ding

International Conference on Image and Graphics

DOI

2016

公安情报技术课程教学研究

田华伟，冯文刚，肖延辉，吴绍忠

《中国人民公安大学学报(自然科学版)》

2016

基于图像匹配的古陶瓷身份自动认证方法

唐云祁，丁建伟，陈蕊丽，田华伟，郭威

《数据采集与处理》

2016

复杂场景下基于多特征融合的视频跟踪

丁建伟，唐云祁，田华伟，张小博

《电视技术》

2016

画像マッチングに基づく古の自動認証方法【JST・京大機械翻訳】

Yunqi Tang, Jianwei Ding, Rui-Li Chen, Huawei Tian, Wei Guo

2016

Robust watermarking of mobile video resistant against barrel distortion

Huawei Tian, Yanhui Xiao, Gang Cao, Jianwei Ding, Bo Ou

China Communications

DOI

2016

Robust tracking with adaptive appearance learning and occlusion detection

Jianwei Ding, Yunqi Tang, Huawei Tian, W. Liu, Yongzhen Huang

Multimedia Systems

DOI

2016

バレル歪に対する耐性モバイルビデオのロバストな電子透かし【Powered by NICT】

Huawei Tian, Yanhui Xiao, Gang Cao, Jianwei Ding, Bo Ou

2016

Ancient Ceramics Verification Based on Image Matching

Yunqi Tang, Jianwei Ding, Rui-Li Chen, Huawei Tian, Wei Guo

2015

美国联邦调查局反恐情报共享机制分析及启示

田华伟，白海将田华伟李俊蕙

《情报杂志》，Vol. 34, No. 4

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2014

警用视频分析的统一结构场模型研究

冯文刚，吴绍忠，田华伟，肖延辉

《中国人民公安大学学报(自然科学版)》

2014

Salient Region Detection by Fusing Bottom-Up and Top-Down Features Extracted From a Single Image

Huawei Tian, Yuming Fang, Yao Zhao, Wei-Si Lin, Rong-Rong Ni, Zhen-Feng Zhu

IEEE Transactions on Image Processing

DOI

2014

Attacking contrast enhancement forensics in digital images

Gang Cao, Yao Zhao, Rong-Rong Ni, Huawei Tian, Li-Fang Yu

Science China Information Sciences

DOI

2014

Robust Appearance Learning for Object Tracking in Challenging Scenes

Jianwei Ding, Yunqi Tang, Huawei Tian, Yongzhen Huang

Chinese Conference on Pattern Recognition

DOI

2013

Generalized Gradient Vector Flow for Snakes: New Observations, Analysis, and Improvement

Lunming Qin, Ce Zhu, Yao Zhao, Huihui Bai, Huawei Tian

IEEE transactions on circuits and systems for video technology (Print)

DOI

2013

Component-Normalized Generalized Gradient Vector Flow for Snakes

Yao Zhao, Ce Zhu, Lunming Qin, Huihui Bai, Huawei Tian

DOI

2013

LDFT-Based Watermarking Resilient to Local Desynchronization Attacks

Huawei Tian, Yao Zhao, Rong-Rong Ni, Lunming Qin, Xue-Long Li

IEEE Transactions on Cybernetics

DOI

2013

Robust Multi-Bit Watermarking for Free-View Television Using Light Field Rendering

Huawei Tian, Yao Zhao, Zheng Wang, Rong-Rong Ni, Lunming Qin

IEICE Trans. Inf. Syst.

DOI

2011

Spread Spectrum-Based Multi-bit Watermarking for Free-View Video

Huawei Tian, Zheng Wang, Yao Zhao, Rong-Rong Ni, Lunming Qin

International Workshop on Digital Watermarking

DOI

2010

Geometrically Invariant Image Watermarking Using Scale-Invariant Feature Transform and K-Means Clustering

Huawei Tian, Yao Zhao, Rong-Rong Ni, Jeng-Shyang Pan

International Conference on Computational Collective Intelligence

DOI

2010

Forensic detection of median filtering in digital images

Gang Cao, Yao Zhao, Rong-Rong Ni, Li-Fang Yu, Huawei Tian

IEEE International Conference on Multimedia and Expo

DOI

2010

Anti-forensics of contrast enhancement in digital images

Gang Cao, Yao Zhao, Rong-Rong Ni, Huawei Tian

Workshop on Multimedia & Security

DOI

2010

Video transmission system of mobile phone

Anhong Wang, Huawei Tian, Yao Zhao, Han Huang

2010

Spread Spectrum-Based Image Watermarking Resistant to Rotation and Scaling Using Radon Transform

Huawei Tian, Yao Zhao, Rong-Rong Ni, Jeng-Shyang Pan

2010 Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing

DOI

2009

Geometrically robust image watermarking by sector-shaped partitioning of geometric-invariant regions.

Huawei Tian, Yao Zhao, Rong-Rong Ni, Gang Cao

Optics Express

DOI

精选作品

期刊论文

公安人工智能微专业核心课程建设研究——以公安人工智能1：捍卫政治安全课程为例

基于奇异值空间对抗优化的动态后门攻击

深度伪造人脸检测综述

基于对比学习的单图PRNU指纹估计算法

融合引导向量检测的多模态越狱攻击防御方法

Emotion-Aware multimodal deepfake detection

A hybrid generative and mapping method for coverless image steganography with full-body human images

HFGA-Net: High-frequency guided attention network for deepfake detection and localization.

数据智能驱动下国家安全情报工作的机遇与挑战

面向开放场景的自适应阈值源相机识别算法

基于核基网络与环形滤波的PRNU指纹提取算法

面向开放环境的PRNU指纹提纯算法

A multi-image steganography: ISS

Blind PRNU fingerprint extraction for source camera identification

Mapping-based coverless steganography via generating a face database

Enhanced deepfake detection via dynamic data augmentation and spatiotemporal attention

Correction: A multi-image steganography: ISS

TCPED路径下生成式人工智能对情报工作的影响——以ChatGPT为例

面向隐写算法失配的小样本图像隐写分析方法

Plug-and-Play PRNU Enhancement Algorithm with Guided Filtering

Lightweight Photo-Response Non-Uniformity Fingerprint Extraction Algorithm Based on an Invertible Denoising Network

Discriminability-Aware Intermediate Domains for Mismatched Steganalysis

YOLO multi-target robust watermarking against cropping attack

Adaptive multi-teacher softened relational knowledge distillation framework for payload mismatch in image steganalysis

Effective image tampering localization with multi-scale ConvNeXt feature fusion

基于多阶段渐进式神经网络的图像相机指纹提取算法

类自然隐写技术研究进展

Effective PRNU extraction via densely connected hierarchical network

Slim Scissors: Segmenting Thin Object from Synthetic Background

大数据思维下公安情报实训课程教学改革研究

基于对偶生成对抗网络的数字成像设备指纹提取算法

An Error-Correcting Code-Based Robust Watermarking Scheme for Stereolithographic Files

Recognition of printed small texture modules based on dictionary learning

Reversible data hiding based on multiple histograms modification and deep neural networks

结合深度迭代缩放卷积神经网络的PRNU提取算法

图像中的设备指纹提取技术研究综述

基于样本错配训练的图像PRNU噪声提纯方法

Reversible data hiding in JPEG bitstream using optimal VLC mapping

Review of Device Fingerprint Extraction Techniques in Image

基于三方加权稀疏编码模型的PRNU提取算法

Detecting double compression for JPEG images of low quality factor

Daxing Smartphone Identification Dataset

基于长短记忆型卷积神经网络的犯罪地理位置预测方法

Predicting Crime Locations Based on Long Short Term Memory and Convolutional Neural Networks

Fast contrast enhancement by adaptive pixel value stretching

基于帧差时空特征的步态周期检测方法

Action Graph Decomposition Based on Sparse Coding

Automatic multi-object extraction from a natural image based on saliency map

Accelerate Histogram-Based Contrast Enhancement by Selective Downsampling

Fast mutual-information-based contrast enhancement

Research on Temporal Structure for Action Recognition

Contrast Enhancement of Brightness-Distorted Images by Improved Adaptive Gamma Correction

An Application Independent Logic Framework for Human Activity Recognition

公安情报技术课程教学研究

基于图像匹配的古陶瓷身份自动认证方法

复杂场景下基于多特征融合的视频跟踪

画像マッチングに基づく古の自動認証方法【JST・京大機械翻訳】

Robust watermarking of mobile video resistant against barrel distortion

Robust tracking with adaptive appearance learning and occlusion detection

バレル歪に対する耐性モバイルビデオのロバストな電子透かし【Powered by NICT】

Ancient Ceramics Verification Based on Image Matching

美国联邦调查局反恐情报共享机制分析及启示

警用视频分析的统一结构场模型研究

Salient Region Detection by Fusing Bottom-Up and Top-Down Features Extracted From a Single Image

Attacking contrast enhancement forensics in digital images

Robust Appearance Learning for Object Tracking in Challenging Scenes

Generalized Gradient Vector Flow for Snakes: New Observations, Analysis, and Improvement

Component-Normalized Generalized Gradient Vector Flow for Snakes

LDFT-Based Watermarking Resilient to Local Desynchronization Attacks

Robust Multi-Bit Watermarking for Free-View Television Using Light Field Rendering

Spread Spectrum-Based Multi-bit Watermarking for Free-View Video

Geometrically Invariant Image Watermarking Using Scale-Invariant Feature Transform and K-Means Clustering

Forensic detection of median filtering in digital images

Anti-forensics of contrast enhancement in digital images

Video transmission system of mobile phone

Spread Spectrum-Based Image Watermarking Resistant to Rotation and Scaling Using Radon Transform

Geometrically robust image watermarking by sector-shaped partitioning of geometric-invariant regions.

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