研究生培養(yǎng)

陳昌盛 副教授

  • 辦公室:深圳市南山區(qū)深圳大學電子與信息工程學院致信樓N802
  • 導師類別:碩士生導師
  • E-mail:cschen@szu.edu.cn
  • 辦公電話:
個人詳情

個人詳情

陳昌盛  Dr. Changsheng Chen

工學博士、深圳大學電子與信息工程學院副教授、博士生導師

IEEE Senior MemberCCF高級會員、CSIG高級會員。

聯系方式 (Contact):

Email: cschen@szu.edu.cn

地址:深圳市南山區(qū)深圳大學電子與信息工程學院致信樓N802

簡介 (Biography):

陳昌盛于2008年獲得中山大學軟件工程學士學位,2013年獲得新加坡南洋理工大學電子與電氣工程系博士學位,2013-2015年于香港科技大學電子與計算機工程系從事博士后研究。20164月開始擔任深圳大學信息工程學院助理教授。20213月晉升為副教授。他近五年帶領團隊從事多媒體安全的基礎研究。在 IEEE Trans. 系列匯刊共發(fā)表高水平學術論文 15 篇,主持國家自然科學基金 2 項、廣東省自然科學基金 2 項,參與 NSFC-企業(yè)創(chuàng)新聯合基金重點項目 1 項、國家重點研發(fā)計劃 1 項、廣東省重點領域研發(fā)計劃網絡信息安全重點專項課題 1 項。獲得授權中國專利 12 項。2022 年獲得教育部優(yōu)秀成果獎(科學技術)自然科學獎-二等獎(本人排名 3/5),2021 2022 年連續(xù)兩度獲得深圳市科學技術協會頒發(fā)的優(yōu)秀科技學術論文獎。同時,注重研發(fā)技術的產業(yè)化,2022 年獲 CCF-阿里巴巴創(chuàng)新研究計劃青年科學基金資助,與阿里巴巴安全部合作開展相關應用合作開發(fā)。

研究興趣 (Research Interests):

·文檔圖像、多媒體取證、圖像處理、模式識別、機器學習;

·Document Image, Multimedia Forensics and Security, Image Processing, Pattern Recognition, and Machine Learning.

研究生與博士后招生 (Recruitment):

學術/專業(yè)碩士(信息與通信工程、新一代電子信息技術)、學術/專業(yè)博士(信息與通信工程、新一代電子信息技術)、博士后。

主講課程(Teaching Courses):

·本科生:概率論與數理統(tǒng)計(電子信息工程文華班、卓越AI人才培養(yǎng)特色班),隨機信號處理。

·博士研究生:專業(yè)外語。

主要學術兼職 (Academic Service):

·IEEE Transactions on Image Processing, IEEE Transactions on Signal Processing, IEEE Transactions on Information Forensics and Security, IEEE Transactions on Multimedia等國際刊物審稿人。

·中國圖象圖形學會數字媒體取證與安全專業(yè)委員會。

·廣東省圖象圖形學會副秘書長。

科研項目 (Research Projects):

·國家自然科學基金-面上項目,翻拍文檔圖像的多模態(tài)篡改取證技術研究(2024.01-2027.12)6237130150萬元

·國家自然科學基金 -面上項目,對抗場景下基于失真模型的翻拍文檔圖像取證技術(2021.01-2024.12)62072313 56 萬元

·中國計算機學會, CCF-阿里巴巴創(chuàng)新研究計劃青年科學基金, CCF-ALIBABA OF 20220204, 基于失真模型和域泛化網絡的屏幕翻拍、翻錄檢測方法, 2022-08 2023-07, 30萬元, 在研, 主持

·國家自然科學基金青年科學基金項目,二維碼圖像安全的理論與關鍵技術,(2018.01-2020.12),6170234025萬元

·廣東省自然科學基金-面上項目,域自適應及深度特征框架下的二維碼防偽標簽,(2019-10-2022.09),2020A151501056310萬元

·廣東省自然科學基金-縱向協同項目,面向物聯網的二維碼安全理論與關鍵技術,(2017.01-2019.12),2017A03031038210萬元

·深圳市基礎研究自由探索項目,基于深度特征的二維碼防偽標簽及關鍵技術,(2019.01-2020.12),30萬元

·深圳市高等院校穩(wěn)定支持計劃,打印-掃描信道下文檔圖像取證技術研究14萬元

·深圳市高端人才財政補助科研啟動經費,打印-掃描信道中二維碼的圖像安全理論與技術(2018.01-2020.12)827-000213270萬元

·深圳大學新引進教師科研啟動項目物聯網框架下二維碼的圖像安全理論與技術,(2016.06-2018.05),20160526萬元

學術成果(Publications):

1. Changsheng Chen, Bokang Li, Rizhao Cai*, Jishen Zeng and Jiwu Huang, “Distortion Model based Spectral Augmentation for Generalized Recaptured Document Detection”, IEEE Transactions on Information Forensics and Security, Accepted Nov. 2023 (一作,1區(qū),CCF A)

2. Changsheng Chen*, Shuzheng Zhang, Fengbo Lan and Jiwu Huang, “Domain-agnostic Document Authentication against Practical Recapturing Attacks,” IEEE Transactions on Information Forensics and Security, vol. 17, pp.2890-2905, 2022 (一作,1區(qū),CCF A)

3. Zhaoxu Hu, Changsheng Chen*, Wai Ho Mow and Jiwu Huang, “Document Recapture Detection based on a Unified Distortion Model of Halftone Cells,” IEEE Transactions on Information Forensics and Security, vol. 17, pp. 2800-2815, 2022. (通信,1區(qū),CCF A

4. Changsheng Chen, Lin Zhao, Jiabin Yan and Haodong Li*, “A Distortion Model-based Pre-screening Method for Document Image Tampering Localization under Recapturing Attack,” Signal Processing, vol. 200, p. 108666, 2022. (一作,2區(qū))

5. Yu Song and Changsheng Chen*, “MPPCANet: A Feedforward Learning Strategy for Few-shot Image Classification,” Pattern Recognition, vol. 113, p. 107792, 2021. (通信,1區(qū))

6. Lin Zhao, Changsheng Chen*, Jiwu Huang, Deep Learning-based Forgery Attack on Document Images, IEEE Transactions on Image Processing, Accepted Aug-2021(通信,1區(qū),CCF AIF=10.856

7. Ning Xie, Junjie Chen, Yicong Chen, Ji Hu, Qiqi Zhang, Changsheng Chen*, Lei Huang, Detection of Information Hiding at Anti-Copying 2D Barcodes, IEEE Transactions on Circuits and Systems for Video Technology, Accepted Feb-2021(通信,2區(qū),CCF BIF=4.685

8. Ning Xie, Qiqi Zhang, Yicong Chen, Ji Hu, Gang Luo and Changsheng Chen*, “Low-Cost Anti-Copying 2D Barcode by Exploiting Channel Noise Characteristics”, IEEE Transactions on Multimedia, Accepted Oct-2020 (通信,1區(qū),CCF BIF=6.051

9. Rizhao Cai, Haoliang Li, Shiqi Wang, Changsheng Chen and Alex C. Kot, “DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing”, IEEE Transactions on Information Forensics and Security, Accepted, Sep. 2020 1區(qū),CCF AIF=6.013

10. Wenyun Sun, Yu Song, Changsheng Chen*, Jiwu Huang and Alex C. Kot, “Face Spoofing Detection Based on Local Ternary Label Supervision in Fully Convolutional Networks,”  IEEE Transactions on Information Forensics and Security, Accepted, Mar. 2020 (通信,大類1區(qū),CCF AIF=6.013

11. Changsheng Chen*, Mulin Li, Anselmo Ferreira, Jiwu Huang, Rizhao Cai, “A Copy-Proof Scheme based on the Spectral and Spatial Barcoding Channel Models”,  IEEE Transactions on Information Forensics and Security, vol. 15, Dec. 2020, (一作,大類1區(qū),CCF AIF=6.013

12. Yu Song, Changsheng Chen*, MPPCANet: A Feedforward Learning Strategy for Few-shot Image Classfication, Pattern Recognition, Accepted, Dec. 2020(通信,大類2區(qū),CCF BIF=7.196

13. Wenyun Sun, Yu Song, Zhong Jin, Haitao Zhao, Changsheng Chen*, “Unsupervised Orthogonal Facial Representation Extraction via image reconstruction with correlation minimization”,  NeuroComputing, vol. 337, pp. 203-217, Apr. 2019 (通信,大類2區(qū),IF=4.438

14. Lin Zhang, Changsheng Chen*, Wai Ho Mow, “Accurate Modelling and Efficient Estimation of the Print-Capture Channel with Application in Barcoding”,  IEEE Transactions on Image Processing, vol. 28, no. 1, pp. 464-478, Jan. 2019.  (通信,大類1區(qū),CCF AIF=9.340

15. Changsheng Chen*, Wenjian Huang, Lin Zhang, Wai Ho Mow, “Robust and Unobtrusive Display-to-Camera Communications via Blue Channel Embedding,”  IEEE Transactions on Image Processing, vol. 28, no. 1, pp. 156-169, Jan. 2019. (共同一作+通信,大類1區(qū),CCF AIF=9.340

16. Changsheng Chen*, Baojian Zhou and Wai Ho Mow, “RA Code: a Robust and Aesthetic Code for Resolution-Constrained Applications,” IEEE Transactions on Circuits and Systems for Video Technology,  vol. 28, no. 11, pp. 3300-3312, Nov. 2018. (一作,大類2區(qū),CCF BIF=4.046

17. Ning Xie,Changsheng Chen*and Ming Zhong, “Security Model of Authentication at the Physical Layer and Performance Analysis over Fading Channels,” IEEE Transactions on Dependable and Secure Computing. Accepted 2018. (通信,小類1區(qū),CCF AIF=6.864

18. Ning Xie and Changsheng Chen*, “Slope Authentication at the Physical Layer,” IEEE Transactions on Information Forensics and Security, vol. 13, no. 6, pp. 1579-1594, Jun. 2018. (通信,大類1區(qū),CCF AIF=6.211

19. Changsheng Chen*, “QR Code Authentication with Embedded Message Authentication Code,” Mobile Networks and Applications, vol. 22, no. 3, pp. 383-394, Jul. 2017. (一作,小類2區(qū),IF=2.497

20. Changsheng Chen, Wenjian Huang, Baojian Zhou, Chenchen Liu and Wai Ho Mow, “PiCode: A New Picture-Embedding 2D Barcode,” IEEE Transactions on Image Processing, vol. 25, no. 8, pp. 3444-3458, Aug. 2016. (一作,大類2區(qū),CCF AIF=4.828

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