段新濤,1972.4生,,新鄉(xiāng)人,,博士,副教授,,碩士生導(dǎo)師,。研究方向:信息安全,深度學(xué)習(xí),,模式識(shí)別,,盲源分離等。中國計(jì)算機(jī)學(xué)會(huì)會(huì)員,,中國圖像學(xué)會(huì)會(huì)員,。主持完成國家科學(xué)自然基金項(xiàng)目1項(xiàng),參與國家科學(xué)自然基金項(xiàng)目2項(xiàng),,主持完成河南省科技攻關(guān)項(xiàng)目2項(xiàng),,參與省級(jí)項(xiàng)目3項(xiàng)。發(fā)表學(xué)術(shù)論文50余篇,,其中,,SCI期刊18篇,,EI期刊5篇,中文核心20余篇,。專利11項(xiàng),,其中授權(quán)發(fā)明專利6項(xiàng)。
郵箱:[email protected],;手機(jī):13837362953.
1. 教學(xué):
(1)擔(dān)任本科生課程:擔(dān)任本科生《通信導(dǎo)論》,、《信號(hào)與系統(tǒng)》、《隨機(jī)信號(hào)分析》《數(shù)字圖像處理》,、《移動(dòng)通信》,、《現(xiàn)代交換技術(shù)》、《C語言程序設(shè)計(jì)》《MATLAB語言程序設(shè)計(jì)》《Python程序設(shè)計(jì)》等課程,;擔(dān)任研究生課程:《最優(yōu)化方法》《模式識(shí)別》《機(jī)器學(xué)習(xí)》,。
(2)2012年度河南省普通高等學(xué)校本科工程教育人才培養(yǎng)模式改革試點(diǎn)專業(yè)(通信工程專業(yè))第2完成人.
(3)主持2014年度河南省高等學(xué)校本科專業(yè)綜合改革試點(diǎn)專業(yè)(通信工程)項(xiàng)目。
(4)2014.07獲河南師范大學(xué)優(yōu)秀共產(chǎn)黨員,。
(5)河南師范大學(xué)專業(yè)實(shí)習(xí)優(yōu)秀指導(dǎo)教師,,2012,,2015,,2016.
(6)2015年河南省教育系統(tǒng)教學(xué)技能競賽(高校計(jì)算機(jī)科學(xué)與技術(shù))中,獲得一等獎(jiǎng),,授予 “河南省教學(xué)標(biāo)兵”稱號(hào),。
(7)2014-2016學(xué)年度被河南師范大學(xué)評(píng)為優(yōu)秀教師。中共河南師范大學(xué)委員會(huì),、河南師范大學(xué)(2016年9月10日)
(8)2015-2016年度,,被評(píng)為“三育人”先進(jìn)個(gè)人。(2017年5月)
(9)2018年7月,,評(píng)為河南師范大學(xué)研究生優(yōu)秀指導(dǎo)教師,。
(10)2020年9月,評(píng)為河南師范大學(xué)研究生優(yōu)秀指導(dǎo)教師,。
2. 科研:
2.1科研項(xiàng)目:
1.國家自然科學(xué)基金項(xiàng)目-河南聯(lián)合基金,,“抗霧霾光學(xué)遙感數(shù)據(jù)實(shí)時(shí)采集處理系統(tǒng)研究”,(U1904123,,35萬)2019.2.2—2022.12.31.(第2名)
2.國家自然科學(xué)基金項(xiàng)目-河南聯(lián)合基金,,“基于冗余字典稀疏表示的置換混疊圖像盲分離研究及其應(yīng)用”,(U1204606,,30萬)2013.01-2015.12.(主持)
3.河南省科技攻關(guān)項(xiàng)目,,“基于字典學(xué)習(xí)稀疏表示的置換混疊圖像盲分離及應(yīng)用”,(142102210565),,2014.01-2016.12(主持)
4.河南省科技攻關(guān)項(xiàng)目,,“基于參數(shù)字典和智能優(yōu)化的置換混疊圖像盲分離研究及應(yīng)用”(172102210335),,2017.01-2018.12(主持)
5. 國家自然科學(xué)基金項(xiàng)目,“置換混疊信號(hào)的盲檢測和分離的理論與應(yīng)用”,,2009.01-2011.12.(第3名)
2.2精選學(xué)術(shù)論文:
[1]Xintao Duan,Baoxia Li,Daidou Guo,Kai Jia,En Zhang,Chuan Qin. Coverless Information Hiding Based on WGAN-GP Model[J].International Journal of Digital Crime and Forensics,2021,13(4):57-70.(EI: 20212510527245)
[2]Duan, Xintao,,Gou Mengxiao, Liu, Nao,, Wang, Wenxin,, Qin, Chuan. High-Capacity Image Steganography Based on Improved Xception[J]. SENSORS 2020, 20(24), 7253.
[3]Xintao Duan*; Wenxin Wang; Nao Liu; Dongli Yue; Zimei Xie; Chuan Qin. StegoPNet: Image Steganography With Generalization Ability Based on Pyramid Pooling Module[J]. IEEE Access 8: 195253 - 195262 (2020). (中科院分區(qū):工程技術(shù)2 區(qū)).
[4]Xintao Duan* , Nao Liu, Mengxiao Gou, Wenxin Wang and Chuan Qin. SteganoCNN: Image Steganography with Generalization Ability Based on Convolutional Neural Network[J]. Entropy 22(6): 640 (2020). (SCI,工程技術(shù)3區(qū))
[5]Xintao Duan* ; Nao Liu ; Mengxiao Gou ; Dongli Yue ; Zimei Xie ; Yuanyuan Ma ; Chuan Qin. High-Capacity Image Steganography Based on Improved FC-DenseNet[J]. IEEE Access 8: 170174-170182 (2020). (中科院分區(qū):工程技術(shù)2 區(qū)).
[6]Duan Xintao*, Li Baoxia, Xie Zimei, Yue Dongli, Ma Yuanuan. High-Capacity Information Hiding Based on Residual Network[J]. IETE Technical Review. (SCI,,工程技術(shù)4區(qū))
[7]Xin Jin, Xintao Duan*, Hang Jin, Yuanyuan Ma. A Novel Hybrid Secure Image Encryption Based on the Shuffle Algorithm and the Hidden Attractor Chaos System[J]. Entropy 22(6): 640 (2020). (SCI,,工程技術(shù)3區(qū))
[8]Xinquan Yu, Yuanyuan Ma, Ruixia Jin, Lige Xu, Xintao Duan. A Multi-Scale Feature Selection Method for Steganalytic Feature GFR[J]. IEEE Access 8: 55063-55075 (2020). (SCI,工程技術(shù)2區(qū))
[9]Duan Xintao*; Li Baoxia; Guo Daidou; Zhang Zhen; Ma Yuanyuan. A Coverless Steganography Method Based on Generative Adversarial Network[J]. EURASIP Journal on Image and Video Processing. 2020,1(18): (中科院分區(qū):4 區(qū),,IF=1.536)
[10]Xintao Duan*, Daidou Guo, Chuan Qin. Image Information Hiding Method Based on Image Compression and Deep Neural Network[J]. Computer Modeling in Engineering & Sciences,,2020, 124(2): 721-745 (中科院分區(qū):4 區(qū),IF=0.796)
[11]Xintao Duan*, Daidou Guo, Nao Liu, Baoxia Li, Mengxiao Gou, Chuan Qin. A New High Capacity Image Steganography Method Combined With Image Elliptic Curve Cryptography and Deep Neural Network[J]. IEEE Access 8: 25777-25788 (2020). (中科院分區(qū):工程技術(shù)2 區(qū))
[12]段新濤*,李寶霞,賈凱,郭玳豆. 基于生成對(duì)抗網(wǎng)絡(luò)的無載體信息隱藏[J]. 河南師范大學(xué)學(xué)報(bào)( 自然科學(xué)版),2020,48(1): 33-37.(中文核心)
[13]Xintao Duan*, Kai Jia, Baoxia Li, Daidou Guo, En Zhang, Chuan Qin. Reversible Image Steganography Scheme Based on a U-Net Structure[J]. IEEE Access 7: 9314-9323 (2019) (中科院分區(qū):工程技術(shù)2 區(qū), Web of Science 的核心合集被引用16次,截止:2021.2)
[14]Xintao Duan*, Jingjing Liu, En Zhang. Efficient image encryption and compression based on a VAE generative model[J]. Real-Time Image Processing 16(3): 765-773 (2019) (中科院分區(qū):工程技術(shù)3 區(qū))
[15]Zhang End,Duan,Xintao,Yiu Siuming, et al. Server-Aided Multi-Secret Sharing Scheme for Weak Computational Devices[J]. Computers, Materials & Continua. 2018,56(3):401-414.
[16]Xintao Duan*, Haoxian Song, Chuan Qin and Muhammad Khurram Khan. Coverless Steganography for Digital Images Based on a Generative Model[J]. Computers, Materials & Continua. 2018,55(3):483-493. (SCI) (中科院分區(qū):工程技術(shù)4 區(qū), Web of Science 的核心合集被引用18次,截止:2021.2)
[17]賈凱, 段新濤*, 李寶霞, 郭玳豆. 基于雙通道卷積神經(jīng)網(wǎng)絡(luò)的圖像超分辨率增強(qiáng)算法[J].計(jì)算機(jī)應(yīng)用,,2018,,38( 12) : 3563 -3569.(中文核心)
[18]王蕾蕾,王鑫,,段新濤*,,等. 圖像去霧在校園監(jiān)控中的應(yīng)用[J].電視技術(shù)41(11/12): 232-236.(中文核心)
[19]段新濤*,彭濤,李飛飛,王婧娟,李賀.基于JPEG重壓縮特性的篡改圖像盲分離[J] 濟(jì)南大學(xué)學(xué)報(bào)( 自然科學(xué)版),2017, 31(2):87-96. (中文核心)
[20]DUAN Xin-tao*, WANG Jing-juan, PENG Tao, Li Fei-fei. Blind Separation of Permuted Alias Image with Motion Blurred Using Image Enhancement in NSCT Domain[J]. International Journal of Signal Processing, Image Processing and Pattern Recognition. 2016,9(3): 421-432 . (EI: 20161502219904)
[21]Duan, Xintao*, Xie, Zimei, Wang, Wei[J]. Blind separation of permuted alias image base on four-phase-difference and differential evolution[J]. Sensors Transducers 2014,163(1):90-95.(EI: 20141217498539)
[22]X.T. Duan*, P. Zhu, S.J. Li, Z. J. Zhang ,Y. J. Yang. Blind Separation of Permuted Alias Image with Morphological Diversity Based on NSCT and Waveatom Dictionary[J],International Journal of Signal Processing, Image Processing and Pattern Recognition.2015, 8(11): 111-118. (EI: 20160601906032)
[23] X.T. Duan*, E. Zhang , Y. J. Yang,W.Wang. Blind Separation of Permuted Alias Image Based on K-SVD Dictionary Learning[J]. International Journal of Hybrid Information Technology.2015, 8(10): 187-196. (EI: 20160601905958)
[24]X. T. Duan*, X. Y. Fan, L. He & W. Wang. A Blind Separation Method for Interpolation Permuted Alias Image[C]. 2015 3rd International Symposium on Computer, Communication, Control and Automation, 131-135.August, 2015, Paris, France.
[25]Duan Xintao*, Peng Tao, Li Feifei, Wang Jjingjuan. Blind Separation of Tampered Image based on JPEG double Quantization Effect[J]. International Journal of Signal Processing, Image Processing and Pattern Recognition, 2016, 9(11): 341-352. (EI: 20165003115198)
[26]Jia Dongli, Duan Xintao, Khan MK Khurram. An Efficient Binary Differential Evolution with Parameter Adaptation[J]. NTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS. 2013, 6(2): 328-336. (SCI)
[27]Jia Dongli, Duan Xintao, Khan Muhammad Khurram. Binary Artificial Bee Colony optimization using bitwise operation[J]. COMPUTERS & INDUSTRIAL ENGINEERING 2014, 76(76):360-365. (SCI)
[28]Jia, Dongli, Duan, Xintao, Khan, Muhammad Khurram. Modified artificial bee colony optimization with block perturbation strategy[J].Engineering Optimization, 2014,47(5): 642-655(SCI)
[29]段新濤*;李飛飛;劉尚旺;彭濤;王婧娟. 將稀疏自動(dòng)編碼器用于置換混疊圖像盲分離[J].信號(hào)處理. 2016, 32(5):608-617. (中文核心)
[30]段新濤*,,王婧娟,,范曉艷. 基于NSCT域二次模糊相關(guān)性的運(yùn)動(dòng)模糊置換混疊圖像盲分離[J].小型微型計(jì)算機(jī)系統(tǒng).2016,37(5):1057-1061. (中文核心)
[31] 段新濤*,彭 濤,,李飛飛,,王婧娟. 基JPEG雙量化效應(yīng)的圖像盲取證[J].計(jì)算機(jī)應(yīng)用,2015,35(11):3198-3202. (中文核心)
[32]段新濤*,,范曉艷,,王婧娟,尹欣欣,,王偉. 基于差分進(jìn)化的插值置換混疊圖像盲分離[J].電視技術(shù),,2015,39(21):95-98. (中文核心)
[33]段新濤,方勇,,基于稀疏分解的置換混疊圖像盲分離[J],,高技術(shù)通訊,2012,,22(4),,368-373.( EI期刊:20122215069621)
[34]段新濤,方勇. 基于噪聲檢測的置換混疊圖像盲分離[J].信號(hào)處理,,2011.7,,27(7):1069-1075. (中文核心)
[35]段新濤,,方勇. 基于差分進(jìn)化的置換混疊圖像盲分離[J].系統(tǒng)仿真技術(shù),2011.7,7(3):196-202. (中文核心)
[36]段新濤*,,岳冬利. 一種非零元個(gè)數(shù)約束的字典學(xué)習(xí)圖像去噪算法[J].計(jì)算機(jī)應(yīng)用研究,,2011.8,28(8):3192-3197. (中文核心)
2.3 授權(quán)發(fā)明專利:
(1)一種置換混疊圖像的盲分離方法(發(fā)明專利),授權(quán)時(shí)間:2018.01.09,,授權(quán)號(hào):ZL 201510500186.1 ,,發(fā)明人:段新濤、張恩,、岳冬利,、宋黎明、張志軍,、范曉艷,、王婧娟、彭濤,、李飛飛,。
(2)基于BP神經(jīng)網(wǎng)絡(luò)壓縮域的圖像水印嵌入與提取方法(發(fā)明專利),授權(quán)時(shí)間:2018.01.09,,授權(quán)號(hào):ZL 201510035064.X,,發(fā)明人:段新濤、申長安,、張恩,。
(3)一種置換混疊圖像的盲分離方法(發(fā)明專利),,授權(quán)時(shí)間:2018.08.10,,授權(quán)號(hào):ZL 201510782447.3,發(fā)明人:段新濤,、袁培燕,、劉國奇、楊育捷,、趙曉焱,、李飛飛、王婧娟,、彭濤,。
(4)基于受限玻爾茲曼機(jī)的置換混疊圖像盲分離方法及系統(tǒng)(發(fā)明專利),授權(quán)時(shí)間:2020.03.31,,授權(quán)號(hào):ZL 201710543510.7,,發(fā)明人:段新濤、李飛飛,、段佳蕙,。
(5)一種圖像加密方法,、系統(tǒng)和解密方法、系統(tǒng) (發(fā)明專利),,授權(quán)時(shí)間:2020.09.06,,授權(quán)號(hào):ZL 201810990774.1,發(fā)明人:段新濤,、秦貝貝,、王艷梅、劉行兵,、岳冬利,、謝自梅。
(6)一種置換混疊圖像盲分離方法及裝置-河南師范大學(xué)(發(fā)明專利),,授權(quán)時(shí)間:2021.09.14,,授權(quán)號(hào):ZL 201810848315.X,發(fā)明人:段新濤,、李飛飛,、劉藝航。