陳昌盛 Dr. Changsheng Chen
工學(xué)博士、深圳大學(xué)電子與信息工程學(xué)院副教授、博士生導(dǎo)師
IEEE Senior Member、CCF高級會員、CSIG高級會員。
Email: cschen@szu.edu.cn
地址:深圳市南山區(qū)深圳大學(xué)電子與信息工程學(xué)院致信樓N802
陳昌盛于2008年獲得中山大學(xué)軟件工程學(xué)士學(xué)位,2013年獲得新加坡南洋理工大學(xué)電子與電氣工程系博士學(xué)位,2013-2015年于香港科技大學(xué)電子與計算機(jī)工程系從事博士后研究。2016年4月開始擔(dān)任深圳大學(xué)信息工程學(xué)院助理教授。2021年3月晉升為副教授。他近五年帶領(lǐng)團(tuán)隊從事多媒體安全的基礎(chǔ)研究。在 IEEE Trans. 系列匯刊共發(fā)表高水平學(xué)術(shù)論文 15 篇,主持國家自然科學(xué)基金 2 項、廣東省自然科學(xué)基金 2 項,參與 NSFC-企業(yè)創(chuàng)新聯(lián)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(lǐng)域研發(fā)計劃“網(wǎng)絡(luò)信息安全”重點專項課題 1 項。獲得授權(quán)中國專利 12 項。2022 年獲得教育部優(yōu)秀成果獎(科學(xué)技術(shù))“自然科學(xué)獎-二等獎”(本人排名 3/5),2021 和 2022 年連續(xù)兩度獲得深圳市科學(xué)技術(shù)協(xié)會頒發(fā)的優(yōu)秀科技學(xué)術(shù)論文獎。同時,注重研發(fā)技術(shù)的產(chǎn)業(yè)化,2022 年獲 CCF-阿里巴巴創(chuàng)新研究計劃青年科學(xué)基金資助,與阿里巴巴安全部合作開展相關(guān)應(yīng)用合作開發(fā)。
·文檔圖像、多媒體取證、圖像處理、模式識別、機(jī)器學(xué)習(xí);
·Document Image, Multimedia Forensics and Security, Image Processing, Pattern Recognition, and Machine Learning.
學(xué)術(shù)/專業(yè)碩士(信息與通信工程、新一代電子信息技術(shù))、學(xué)術(shù)/專業(yè)博士(信息與通信工程、新一代電子信息技術(shù))、博士后。
·本科生:概率論與數(shù)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(jī)信號處理。
·博士研究生:專業(yè)外語。
·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(xué)會數(shù)字媒體取證與安全專業(yè)委員會。
·廣東省圖象圖形學(xué)會副秘書長。
·國家自然科學(xué)基金-面上項目,“翻拍文檔圖像的多模態(tài)篡改取證技術(shù)研究”,(2024.01-2027.12),62371301,50萬元
·國家自然科學(xué)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(shù)”,(2021.01-2024.12),62072313 ,56 萬元
·中國計算機(jī)學(xué)會, CCF-阿里巴巴創(chuàng)新研究計劃青年科學(xué)基金, CCF-ALIBABA OF 20220204, 基于失真模型和域泛化網(wǎng)絡(luò)的屏幕翻拍、翻錄檢測方法, 2022-08 至 2023-07, 30萬元, 在研, 主持
·國家自然科學(xué)基金青年科學(xué)基金項目,“二維碼圖像安全的理論與關(guān)鍵技術(shù)”,(2018.01-2020.12),61702340,25萬元
·廣東省自然科學(xué)基金-面上項目,“域自適應(yīng)及深度特征框架下的二維碼防偽標(biāo)簽”,(2019-10-2022.09),2020A1515010563,10萬元
·廣東省自然科學(xué)基金-縱向協(xié)同項目,“面向物聯(lián)網(wǎng)的二維碼安全理論與關(guān)鍵技術(shù)”,(2017.01-2019.12),2017A030310382,10萬元
·深圳市基礎(chǔ)研究自由探索項目,“基于深度特征的二維碼防偽標(biāo)簽及關(guān)鍵技術(shù)”,(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(shù)研究”,14萬元
·深圳市高端人才財政補(bǔ)助科研啟動經(jīng)費,“打印-掃描信道中二維碼的圖像安全理論與技術(shù)”,(2018.01-2020.12),827-000213,270萬元
·深圳大學(xué)新引進(jìn)教師科研啟動項目“物聯(lián)網(wǎng)框架下二維碼的圖像安全理論與技術(shù)”,(2016.06-2018.05),2016052,6萬元
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 A,IF=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 B,IF=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 B,IF=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 A,IF=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 A,IF=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 A,IF=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 B,IF=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 A,IF=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 A,IF=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 B,IF=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 A,IF=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 A,IF=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 A,IF=4.828)