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Last Update: Sep 16, 2022

 

 

 

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姚 恒 博士, 副教授
上海理工大学 光电信息与计算机工程学院
上海市军工路516号
Email: hyao{at}usst.edu.cn
办公室:上海理工大学光电楼929室
工作经历

2018 - 至今上海理工大学 副教授

  2012 - 2018 上海理工大学 讲师
教育经历 2008 - 2012: 上海大学 信号与信息处理 博士研究生
  2005 - 2008: 上海师范大学 通信与信息系统 硕士研究生
  2000 - 2004: 合肥工业大学 通信工程 本科
研究兴趣 (1) 数字图像取证 (噪声特征不一致性检测、JPEG量化步长估计)
  (2) 信息隐藏 (可逆图像认证、双图可逆信息隐藏、彩色图像可逆隐藏)
  (3) 图像处理与模式识别 (图像变换、噪声等级估计)

 

截至2022年5月已在国际知名期刊发表SCI检索论文50篇,其中第一或通信作者SCI检索论文29篇。

本课题组每年招收3-4名硕士研究生,欢迎编程能力强、具有良好英文阅读和写作能力、数学功底扎实、具有刻苦钻研精神的本科毕业生报考研究生。

同时也欢迎对多媒体信息安全和图像处理课题感兴趣的本科生加入课题组。

 

主持科研项目:

1. 面向社交网络场景的单幅舆情图像篡改定位问题研究,国家自然科学基金面上项目(基金号:62172281) 2022-2025 主持
2. 基于高阶统计分析和局部同质性约束的图像噪声不一致性取证研究, 国家自然科学基金青年项目(基金号:61702332)2018-2020 主持
3. 非合作博弈模型下的鲁棒可逆信息隐藏问题研究, 深圳市媒体信息内容安全重点实验室开放课题(基金号:ML-2022-)2022-2023 主持
4. 基于成像机理分析的数字多媒体真实性取证研究,广西多源信息挖掘与安全重点实验室开放基金(基金号:MIMS16-03)2017-2018 主持
5.基于相机成像机理分析的照片真实性鉴定技术研究,上海理工大学光电学院教师创新能力建设项目 2014-2015 主持
6. 数字图像真实性鉴定技术研究,上海高校青年教师培养资助计划 2014-2015 主持

 

我们的论文"Reversible data hiding in palette images" 已经被 IEEE Transactions on Circuits and Systems for Video Technology 正式录用

发表论文:
A 国际期刊论文

A.1 第一作者论文

[A1-16] H. Yao, B. Ma, M. Zou, D. Xu*, J. Yao*, No-reference noisy image quality assessment incorporating features of entropy, gradient, and kurtosis, Frontiers of Information Technology & Electronic Engineering, vol. 22, no. 12, pp. 1565-1582, 2021.
[A1-15] H. Yao, F. Mao, C. Qin*, Z. Tang, Dual-JPEG-image reversible data hiding, Information Sciences, vol. 563, pp. 130-149, 2021. [CCF B]
[A1-14] H. Yao, M. Zou, C. Qin*, X. Zhang, Signal-dependent noise estimation for a real-camera model via weight and shape constraints, IEEE Transactions on Multimedia, vol. 24, pp. 640-654, 2022. [CCF B]
[A1-13] H. Yao, H. Wei, T. Qiao, C. Qin*, JPEG quantization step estimation with coefficient histogram and spectrum analyses, Journal of Visual Communication and Image Representation, vol. 69, art. no. 102795, 2020. [CCF C]
[A1-12] H. Yao, F. Mao, T. Tang*, C. Qin, High-fidelity dual-image reversible data hiding via prediction-error shift, Signal Processing, vol. 170, art. no. 107447, 2020. [CCF C]
[A1-11]
H. Yao, H. Wei, C. Qin*, X. Zhang, An improved first quantization matrix estimation for nonaligned double compressed JPEG images, Signal Processing 170 (2020) 107430. [CCF C]
[A1-10]
H. Yao, H. Wei, C. Qin*, Z. Tang, A real-time reversible image authentication method using uniform embedding strategy, Journal of Real-Time Image Processing 17(1) (2020) 41-54.
[A1-09]
H. Yao, X. Liu, Z. Tang, C. Qin*, Y. Tian, Adaptive image camouflage using human visual system model, Multimedia Tools and Applications 78(7) (2019) 8311-8334. [CCF C]
[A1-08]
H. Yao, X. Liu, Z. Tang, Y.C. Hu, C. Qin*, An improved image camouflage technique using color difference channel transformation and optimal prediction-error expansion, IEEE Access 6 (2018) 40569-40584.
[A1-07]
H. Yao, C. Qin, Z. Tang*, X. Zhang, A general framework for shiftable position-based dual-image reversible data hiding, EURASIP Journal on Image and Video Processing (2018) 41. [pdf] [Matlab codecs]
[A1-06]
H. Yao*, F. Cao, Z. Tang, J. Wang, T. Qiao, Expose noise level inconsistency incorporating the inhomogeneity scoring strategy, Multimedia Tools and Applications 77(14) (2018) 18139-18161. [CCF C]
[A1-05]
H. Yao*, S. Wang, X. Zhang, C. Qin, J. Wang, Detecting Image Splicing Based on Noise Level Inconsistency, Multimedia Tools and Applications 76 (10) (2017) 12457-12479. [CCF C][pdf] [Matlab codecs]
[A1-04]
H. Yao, S. Song, C. Qin, Z. Tang*, X. Liu, Detection of double-compressed H.264/AVC video incorporating the features of the string of data bits and skip macroblocks, Symmetry 9(12) (2017) 313. (SCI - indexed, 2016 Impact Factor: 1.457) [pdf]
[A1-03]
H. Yao*, C. Qin, Z. Tang, Y. Tian, Guided filtering based color image reversible data hiding, Journal of Visual Communication and Image Representation 43 (2017) 152-163. [CCF C][pdf] [Matlab codecs]
[A1-02]
H. Yao*, C. Qin, Z. Tang, Y. Tian, Improved dual-image reversible data hiding method using the selection strategy of shiftable pixels' coordinates with minimum distortion, Signal Processing 135 (2017) 26-35. [CCF C] [pdf] [Matlab codecs]
[A1-01] H. Yao, S. Wang*, Y. Zhao, X. Zhang, Detecting Image Forgery Using Perspective Constraints, IEEE Signal Processing Letters 19 (3) (2012) 123-126. [CCF C] [pdf]
A.2 通讯作者论文
[A2-13] M. Yu, H. Yao*, C. Qin, X. Zhang, Reversible data hiding in palette images, IEEE Transactions on Circuits and Systems for Video Technology, Accepted [CCF B]
[A2-12] M. Yu, H. Yao*, C. Qin, X. Zhang, A comprehensive analysis method for reversible data hiding in stream-cipher-encrypted images, IEEE Transactions on Circuits and Systems for Video Technology, Accepted [CCF B]
[A2-11] M. Yu, H. Yao*, C. Qin, Reversible data hiding in encrypted images without additional information transmission, Signal Processing: Image Communications, vol. 105, art. no. 116696, 2022. [CCF C]
[A2-10] W. Zhan, H. Yao*, Reversible data hiding for JPEG images with a cascaded structure, IET Image Processing, vol. 16, no. 5, pp. 1486-1499, 2022. [CCF C]
[A2-09] C. Qin, C. Jiang, Q. Mo, H. Yao*, C.C. Chang, Reversible data hiding in encrypted image via secret sharing based on GF(p) and GF(28), IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 4, pp. 1928-1941, 2022. [CCF B]
[A2-08] Y. Le, H. Zhang, W. Shi, H. Yao*, RSS-based indoor positioning algorithm using advanced clustering and kernel ridge regression, Frontiers of Information Technology & Electronic Engineering, vol. 22, no. 6, pp. 827–838, 2021.
[A2-07] Z. Zhang, H. Yao*, Z. Xiang, F. Cao, Self-embedding watermarking algorithm under high tampering rates, IETE Technical Review 38(1) (2021) 17-25.
[A2-06] E. Liu, H. Yao*, Y. Hu, F. Cao, Perceptual color image hashing based on quaternionic local ranking binary pattern, IETE Technical Review 38(1) (2021) 158-171.
[A2-05] M. Yu, Y. Liu, H. Sun, H. Yao*, T. Qiao, Adaptive and separable multiary reversible data hiding in encryption domain, EURASIP Journal on Image and Video Processing (2020) 16.
[A2-04]
B. Ma, J. Yao, Y. Le, C. Qin, H. Yao*, Efficient image noise estimation based on skewness invariance and adaptive noise injection, IET Image processing 14(7) (2020) 1393–1401. [CCF C]
[A2-03]
C. Qin, Y. Hu, H. Yao*, X. Duan, L. Gao, Perceptual image hashing based on Weber local binary pattern and color angle representation, IEEE Access 7 (2019) 45460-45471.
[A2-02]
Q. Zhou, H. Yao*, F. Cao, Y.C. Hu, Efficient image compression based on side match vector quantization and digital inpainting, Journal of Real-Time Image Processing 16 (3) (2019) 799-810.
[A2-01]
M. Yuan, H. Yao*, C. Qin, Y. Tian, A dynamic hand gesture recognition system incorporating orientation-based linear extrapolation predictor and velocity-assisted longest common subsequence algorithm, KSII Transactions on Internet and Information Systems11 (9) (2017) 4491-4509. [pdf]
A.3 其他参与论文
[A3-21] L. Huang, Z. Xiang, J. Li*, H. Yao, C. Qin, New framework of self-embedding fragile watermarking based on reference sharing mechanism, Security and Communication Networks, vol. 2022, art. no. 2699802, 2022. [CCF C]
[A3-20] F. Cao, Y. Fu, H. Yao, M. Zou, J. Li*, C. Qin, Separable reversible data hiding in encrypted VQ-encoded images, Security and Communication Networks, vol. 2022, art. no. 1227926, 2022. [CCF C]
[A3-19] C. Xiong, E. Liu, X. Li, H. Yao, L. Zhang, C. Qin*, Perceptual image hashing based on multitask neural network, Security and Communication Networks, vol. 2021, art. no. 8297244, 2021. [CCF C]
[A3-18] X. Li, C. Qin, H. Yao, J. Li*, Perceptual hashing for color images, Journal of Electronic Imaging, vol. 30, no. 6, art. no. 063023, 2021.
[A3-17] Y. Le*, S. Jin, H. Zhang, W. Shi, H. Yao, Fingerprinting Indoor Positioning Method Based on Kernel Ridge Regression with Feature Reduction, Wireless Communications and Mobile Computing (2021) 6631585. [CCF C]
[A3-16] Z. Tang*, H. Zhang, S. Lu, H. Yao, X. Zhang, Robust image hashing with compressed sensing and ordinal measures, EURASIP Journal on Image and Video Processing (2020) 21.
[A3-15]
Z. Tang*, H. Nie, C. Pun, H. Yao, C. Yu, X. Zhang, Color image reversible data hiding with double-layer embedding, IEEE Access 8 (2020) 6915-6926.
[A3-14]
Z. Tang, M. Yu, H. Yao, H. Zhang, C. Yu, X. Zhang, Robust image hashing with singular values of quaternion SVD, The Computer Journal, vol. 64, no. 11, pp. 1656-1671, 2021. [CCF B]
[A3-13] Z. Tang*, L. Chen, H. Yao, X. Zhang, C. Yu, Video hashing with DCT and NMF, The Computer Journal 63(7) (2020) 1017-1030. [CCF B]
[A3-12]
Y. Tian*, H. Yao, Z. Li, Plant-wide process monitoring by using weighted copula–correlation based multiblock principal component analysis approach and online-horizon Bayesian method, ISA Transactions 96 (2020) 24-36.
[A3-11]
Y. Tian*, T. Hu, X. Peng, W. Du, H. Yao, Decentralized monitoring for large-scale process using copula-correlation analysis and Bayesian inference-based multiblock principal component analysis, Journal of Chemometrics 33(8) (2019) e3158.
[A3-10]
Y. Fu, P. Kong, H. Yao, Z. Tang, C. Qin*, Effective reversible data hiding in encrypted image with adaptive encoding strategy, Information Sciences 494 (2019) 21-36. [CCF B]
[A3-09]
Q. Mo, H. Yao, F. Cao, Z. Chang, C. Qin*, Reversible data hiding in encrypted image based on block classification permutation, Computers, Materials & Continua 59 (1) (2019) 119-133.
[A3-08]
Z. Tang*, Z. Huang, H. Yao, X. Zhang, L. Chen, C. Yu, Perceptual image hashing with weighted DWT features for reduced-reference image quality assessment, The Computer Journal  61(11) (2018) 1695–1709. [CCF B]
[A3-07]
W. Zhang, P. Kong, H. Yao, Y.C. Hu, F. Cao*, Real-time reversible data hiding in encrypted images based on hybrid embedding mechanism, Journal of Real-Time Image Processing 16 (3) (2019) 697-708.
[A3-06]
Z. Xiang, Y. Hu, H. Yao, C. Qin*, Adaptive and dynamic multi-grouping scheme for absolute moment block truncation coding, Multimedia Tools and Applications 78(7) (2019) 7895-7909. [CCF C]
[A3-05]
C. Qin*, Z. He, H. Yao, F. Cao, L. Gao, Visible watermark removal scheme based on reversible data hiding and image inpainting, Signal Processing: Image Communication 60 (2018) 160-172. [CCF C]
[A3-04]
F. Cao*, B. An*, H. Yao, Z. Tang, Local complexity based adaptive embedding mechanism for reversible data hiding in digital images, Multimedia Tools and Applications 78(7) (2019) 7911-7926. [CCF C]
[A3-03]
Z. Tang*, S. Xu, H. Yao, C. Qin, X. Zhang, Reversible data hiding with differential compression in encrypted image, Multimedia Tools and Applications 78(8) (2019) 9691-9715. [CCF C]
[A3-02]
Z. Tang*, M. Ling, H. Yao, Z. Qian, X. Zhang, J. Zhang, S. Xu, Robust image hashing via random Gabor filtering and DWT, Computers, Materials and Continua 55 (2) (2018) 331-344.
[A3-01]
Y. Zhao, S. Wang*, X. Zhang, H. Yao, Robust Hashing for Image Authentication Using Zernike Moments and Local Features, IEEE Transactions on Information Forensics and Security 8 (1) (2013) 55-63.[CCF A] [pdf]
   
B 国际会议论文
[08] C. Qin, S. Gao, C. Jiang, H. Yao, C.C. Chang*, Reversible Data Hiding in Encrypted Images Based on Chinese Remainder Theorem and Secret Sharing Mechanism, Proceedings of 2021 3rd International Conference on Big-data Service and Intelligent Computation, pp. 23-32, 2021.
[07] Y. Fu, D. Peng, H. Yao, C. Qin*, A novel reversible data hiding scheme for encrypted VQ-compressed image, In: Sun X., Pan Z., Bertino E. (eds) Artificial Intelligence and Security. ICAIS 2019. Lecture Notes in Computer Science, vol 11634, pp. 150-160, 2019.
[06] W. Zhang, Q. Zhou, Z. Tang, H. Yao, C. Qin*, A reversible data hiding scheme in encrypted image with LSB compression and MSB replacement. In: Yang CN., Peng SL., Jain L. (eds) Security with Intelligent Computing and Big-data Services. SICBS 2018. Advances in Intelligent Systems and Computing, vol 895, pp. 868-878, 2018.
[05]
H. Wei, H. Yao*, C. Qin, Z. Tang, Automatic Forgery Localization via Artifacts Analysis of JPEG and Resampling. In: Yang CN., Peng SL., Jain L. (eds) Security with Intelligent Computing and Big-data Services. SICBS 2018. Advances in Intelligent Systems and Computing, vol 895. Springer.
[04]
S. Song, H. Yao*, C. Qin and Y. Tian, A Forgery Video Detection Algorithm for Resolution Promotion Manipulations Using Frequency Spectrum Analysis, the Fifth International Conference on Network, Communication and Computing (ICNCC 2016), Kyoto, Japan 2016.12.17-2016.12.21. [pdf]
[03]
H. Yao*, A Novel Image Noise Level Function Estimation Approach using Camera Response Function Constraint, MATEC Web of Conferences 42:06004. [pdf]
[02]
H. Yao*, T. Qiao, Z. Tang, et al. Detecting Copy-Move Forgery using Non-Negative Matrix Factorization, Proceedings of the 3rd International Conference on Multimedia Information Networking and Security (MINES 2011), November 2011, pp. 591-594, Shanghai, China.
[01]
H. Yao*, S. Wang and X. Zhang, Detect Piecewise Linear Contrast Enhancement and Estimate Parameters using Spectral Analysis of Image Histogram, Proceedings of 2009 IET International Communication Conference on Wireless Mobile & Computing, December 2009, pp. 94-97, Shanghai, China.
   
C 中文期刊论文
[10] 秦川*,王萌,司广文,姚恒,基于绝句生成的构造式信息隐藏算法,计算机学报, 44 (4),2021,pp. 773-785.
[09] 司广文, 秦川*,姚恒, 韩彦芳, 张志超,基于纹理特征分类与合成的鲁棒无载体信息隐藏,应用科学学报,38(3), 2020, pp. 441-454.
[08]
孙佳忆,曹芳*,唐振军,姚恒,秦川,基于图像拼接的可信图像修补方法,上海理工大学学报,40(2), 2018, pp.150-157.
[07]
刘小凯,姚恒*,秦川基于图像块分类阈值优化的改进可逆图像伪装,应用科学学报, 36(2), 2018, pp. 237-246.
[06]
姚恒,袁敏,秦川,田颖改进线性外推法预估器的手势跟踪,应用科学学报,35(1), 2017, pp. 81-89.
[05] 袁敏,姚恒,刘牮,结合三帧差分和肤色椭圆模型的动态手势分割,光电工程,43(6), 2017, pp. 51-56.
[04] 姚恒,直扩超宽带信号在移动通信系统中的干扰功率分析,电讯技术,52(10),2012, pp.1696-1701.
[03] 姚恒, 陈颖, 赵琰, 陈岳军, 乔通,稳健性图像复制-粘贴篡改被动认证,电视技术,36(9), 2012, pp. 14-18.
[02] 姚恒,魏为民,唐振军,重采样图像的盲检测技术,计算机工程与应用, 46(30), 2010, pp. 166-168.
[01] 王沛,姚恒,李莉,结合图像空间域和小波域特性的自适应盲水印算法, 光学精密工程, 14(6), 2006, pp.1057-1062
   
  注: *:通讯作者

 

教授课程:

 
本科生课程: 1. 模拟电子技术(课程代码12002060)2013 - 2018
  2. 模拟电路(英)(课程代码12002620)2015 - 2018
  3. 多媒体通信A (课程代码12003350) 2019 -
  4. 模拟电子技术(课程代码12002500)2019 - 2021
 

5 多媒体技术A(课程代码12003560)2021

研究生课程: 1. 单片机应用系统设计与仿真 (课程代码12010001) 2017 - 2018
  2. 模式分类与人工智能 (课程代码 12010065) 2019
  3. 数字图像处理 (课程代码 12000233) 2021 -

 

课题组成员:
姓名 职称/入学年份 研究方向
姚恒 副教授 数字图像取证、信息隐藏、AI安全
王聪 19级硕士研究生 可逆可见水印
俞明吉 20级硕士研究生 加密域可逆信息隐藏
李震 20级硕士研究生 图像反射层增强及人工合成反射图像取证
王闻娟 20级硕士研究生 图像对比度增强取证
李桂豪 20级硕士研究生 拍屏图像取证
沈晓峰 21级硕士研究生 以视频藏视频
汤威 21级硕士研究生 JPEG图像可逆信息隐藏
刘童 21级硕士研究生 拍屏图像增强
卞紫炫 21级硕士研究生 对比度增强可逆信息隐藏
陈典泽 21级硕士研究生 图像重采样操作检测和估计
卫佳衡 22级硕士研究生  
王浩东 22级硕士研究生  
董海卿 22级硕士研究生  
已毕业成员:
姓名 入学年份 毕业去向 取得成果
魏宏斌 17级硕士研究生 江苏省昆山市住建局公务员 SCI 二区1篇、三区1篇、研究生数学建模二等奖
邹勔 18级硕士研究生 香港城市大学深造 SCI 一区1篇、研究生数学建模一等奖
毛凡禹 18级硕士研究生 ARM中国 研究生国家奖学金、SCI 一区1篇、二区1篇、研究生数学建模一等奖
马奔 18级硕士研究生 国家电网山东省电力公司 研究生国家奖学金、SCI 三区2篇、研究生数学建模一等奖
湛悟月 19级硕士研究生 英特尔 SCI四区1篇、研究生数学建模二等奖
宋忠豪 19级硕士研究生 上汽通用 研究生数学建模二等奖